Minor changes

6 files changed, 1061 insertions, 77 deletions

diff --git a/analysis/analysis.R b/analysis/analysis.R
index 110549f..bad95ce 100644
--- a/analysis/analysis.R
+++ b/analysis/analysis.R
@@ -32,10 +32,10 @@ data_seed=data%>%group_by(simkey,wireless,wakeupfor,seed)%>%summarize(energy=sum
 
 ## Load simulation results
 sim=read_csv("../simulations/results/results.csv")
-data_sim=sim%>%group_by(simkey,wireless,wakeupfor,seed)%>%summarize(energy=sum(energy),coverage=sum(nDataRcv))%>%
-    mutate(efficiency=energy/coverage)%>%
-    ungroup()
-
+sim=sim%>%group_by(simkey,wireless,wakeupfor,seed,energy_constraint,coverage_constraint,model)%>%summarize(energy=sum(energy),coverage=sum(nDataRcv))
+sim=sim%>%mutate(energy_delta=energy-energy_constraint,coverage_delta=coverage-coverage_constraint)
+sim=sim%>%group_by(simkey,wireless,wakeupfor,energy_constraint,coverage_constraint,model)%>%summarize(mean_energy_delta=mean(energy_delta),mean_coverage_delta=mean(coverage_delta),sd_energy_delta=sd(energy_delta),sd_coverage_delta=sd(coverage_delta))
+sim=sim%>%arrange(energy_constraint,coverage_constraint)%>%group_by(wireless,wakeupfor,model)%>%mutate(id=row_number())%>%ungroup() # Create id for each experiment
 
 ## Perform various plots to understand the data
 GG_VARIOUS=function(){
@@ -78,9 +78,17 @@ GG_VARIOUS=function(){
 
 GG_SIMULATIONS = function() {
     ## Dimension Energy
-    ggplot(sim%>%mutate(wakeupfor=as.character(wakeupfor)),
-           aes(simkey,energy,color=model))+geom_point()+facet_wrap(~wireless+wakeupfor)+ggtitle("Simulation Dimension Energy")+ylab("Energy Consumption (J)")
+    ggplot(sim,aes(id,mean_energy_delta,color=model))+
+        geom_ribbon(aes(ymin=mean_energy_delta-sd_energy_delta,ymax=mean_energy_delta+sd_energy_delta,fill=model),alpha=0.2,color=NA)+
+        geom_point(aes(shape=simkey),size=2)+geom_line()+facet_wrap(~wireless+wakeupfor,scale="free")+ggtitle("Simulation Dimension Energy")+ylab("Energy Relative Absolute Error (J)")+
+        scale_x_continuous("Experiments id",breaks=seq(1,max(sim$id)))+theme(panel.grid.minor = element_blank())+labs(shape="Predictions")
     ggsave("figures/sim_dimension_energy.pdf")
+    ## Dimension Coverage
+    ggplot(sim,aes(id,mean_coverage_delta,color=model))+
+        geom_ribbon(aes(ymin=mean_coverage_delta-sd_coverage_delta,ymax=mean_coverage_delta+sd_coverage_delta,fill=model),alpha=0.2,color=NA)+
+        geom_point(aes(shape=simkey),size=2)+geom_line()+facet_wrap(~wireless+wakeupfor,scale="free")+ggtitle("Simulation Dimension Coverage")+ylab("Coverage Relative Absolute Error")+
+        scale_x_continuous("Experiments id",breaks=seq(1,max(sim$id)))+theme(panel.grid.minor = element_blank())+labs(shape="Predictions")
+    ggsave("figures/sim_dimension_coverage.pdf")
 
 }
 
diff --git a/analysis/figures/combined.pdf b/analysis/figures/combined.pdf
index c1601b1..abddf90 100644
--- a/analysis/figures/combined.pdf
+++ b/analysis/figures/combined.pdf
diff --git a/analysis/figures/sim_dimension_coverage.pdf b/analysis/figures/sim_dimension_coverage.pdf
new file mode 100644
index 0000000..088a813
--- /dev/null
+++ b/analysis/figures/sim_dimension_coverage.pdf
diff --git a/analysis/figures/sim_dimension_energy.pdf b/analysis/figures/sim_dimension_energy.pdf
index 34116d8..9f3d370 100644
--- a/analysis/figures/sim_dimension_energy.pdf
+++ b/analysis/figures/sim_dimension_energy.pdf
diff --git a/simulations/results/paper.sh b/simulations/results/paper.sh
index 384e07e..b34e0a3 100755
--- a/simulations/results/paper.sh
+++ b/simulations/results/paper.sh
@@ -27,11 +27,12 @@ run-simulation () {
     [ $gen_log -eq 1 ] && cp $tmp "${log_file}"
 
     # Gen csv
-    [ ! -e "$results" ] && { cat $tmp | $parser | sed "1 s/$/,${aheaders}/g" | sed "2,\$s/$/,${avalues}/" > "$results"; }
-    [ -e "$results"  ] && { cat $tmp | $parser | sed 1d | sed "s/$/,${avalues}/" >> "$results"; }
-
-    # Gen scheduler analysis
-    #[ $seed -eq 1 ] && $sched $tmp "logs/$(echo ${avalues}|tr ',' '_')_hint${hint}_extended${extended}.png"
+    if [ ! -e "$results" ]
+    then 
+        cat $tmp | $parser | sed "1 s/$/,${aheaders}/g" | sed "2,\$s/$/,${avalues}/" > "$results"
+    else
+        cat $tmp | $parser | sed 1d | sed "s/$/,${avalues}/" >> "$results"
+    fi
 
     # Clear tmp
     rm $tmp
@@ -55,62 +56,12 @@ latency=0 # in Seconds
 bitrate="100kbps"
 
 
-
-run-scenarios() {
-    # Configure number of seed per scenarios
-    nseed=200
-
-    # Baseline
-    avalues="baseline,$wireless,$wakeupfor"
-    for seed in $(seq 1 $nseed)
-    do
-        printf "\rBaseline...${seed}"
-        run-simulation
-    done
-    echo 
-
-    # Hint
-    hint="true"
-    avalues="hint,$wireless,$wakeupfor"
-    for seed in $(seq 1 $nseed)
-    do
-        printf "\rHint...${seed}"
-        run-simulation
-    done
-    hint="false"
-    echo 
-
-    # Extended
-    extended="true"
-    avalues="extended,$wireless,$wakeupfor"
-    for seed in $(seq 1 $nseed)
-    do
-        printf "\rExtended...${seed}"
-        run-simulation
-    done
-    extended="false"
-    echo 
-
-    # Hint+Extended
-    extended="true"
-    hint="true"
-    avalues="hintandextended,$wireless,$wakeupfor"
-    for seed in $(seq 1 $nseed)
-    do
-        printf "\rHint + Extended...${seed}"
-        run-simulation
-    done
-    extended="false"
-    hint="false"
-    echo
-}
-
 # Clean previous runs
 [ -e "${results}" ] && rm "${results}"
 
 # Inputs
 parameters=$(cat ../../inputs.csv |tail -n +2)
-nseed=1
+nseed=2
 
 while read -r parameter
 do
@@ -158,6 +109,4 @@ do
         run-simulation
     done
     echo 
-
-
 done < <(printf '%s\n' "$parameters")
diff --git a/simulations/results/results.csv b/simulations/results/results.csv
index 62edcca..dec2d01 100644
--- a/simulations/results/results.csv
+++ b/simulations/results/results.csv
@@ -12,19 +12,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,6
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
-on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,hintandextended,lora,60,8732.48785137262,10,knn
-on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,hintandextended,lora,60,8732.48785137262,10,knn
-on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,hintandextended,lora,60,8732.48785137262,10,knn
-on2,0,0,24,1,0,932,1572.001280,1,0,57469.001280,654.400717,hintandextended,lora,60,8732.48785137262,10,knn
-on1,0,0,25,1,0,1080,1600.602560,1,1,67238.602560,675.329434,hintandextended,lora,60,8732.48785137262,10,knn
-on9,0,0,24,1,0,600,1540.001280,1,0,37596.001280,641.600922,hintandextended,lora,60,8732.48785137262,10,knn
-on4,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
-on12,0,0,24,1,0,1153,1553.001280,1,0,71573.001280,646.800717,hintandextended,lora,60,8732.48785137262,10,knn
-on5,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
-on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,60,8732.48785137262,10,knn
-on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
-on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
-on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,hintandextended,lora,60,8732.48785137262,10,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,hintandextended,lora,60,8732.48785137262,10,knn
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,hintandextended,lora,60,8732.48785137262,10,knn
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,hintandextended,lora,60,8732.48785137262,10,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,hintandextended,lora,60,8732.48785137262,10,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,knn
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,hintandextended,lora,60,8732.48785137262,10,knn
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,baseline,lora,60,7760.02858805553,4,knn
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,baseline,lora,60,7760.02858805553,4,knn
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,baseline,lora,60,7760.02858805553,4,knn
@@ -38,6 +38,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7760.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7760.02858805553,4,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,baseline,lora,60,7760.02858805553,4,knn
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7760.02858805553,4,knn
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,baseline,lora,60,7760.02858805553,4,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,baseline,lora,60,7760.02858805553,4,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7760.02858805553,4,knn
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,baseline,lora,60,7760.02858805553,4,knn
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,baseline,lora,60,7647.55841422485,11,knn
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,baseline,lora,60,7647.55841422485,11,knn
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,baseline,lora,60,7647.55841422485,11,knn
@@ -51,6 +64,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7647.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7647.55841422485,11,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,baseline,lora,60,7647.55841422485,11,knn
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7647.55841422485,11,knn
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,baseline,lora,60,7647.55841422485,11,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,baseline,lora,60,7647.55841422485,11,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7647.55841422485,11,knn
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,baseline,lora,60,7647.55841422485,11,knn
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,extended,lora,60,7849.4323163005,8,knn
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,extended,lora,60,7849.4323163005,8,knn
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,extended,lora,60,7849.4323163005,8,knn
@@ -64,6 +90,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,extended,lora,60,7849.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,extended,lora,60,7849.4323163005,8,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,extended,lora,60,7849.4323163005,8,knn
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,extended,lora,60,7849.4323163005,8,knn
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,extended,lora,60,7849.4323163005,8,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,extended,lora,60,7849.4323163005,8,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,knn
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,extended,lora,60,7849.4323163005,8,knn
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,baseline,lora,60,7531.65704064597,10,knn
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,baseline,lora,60,7531.65704064597,10,knn
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,baseline,lora,60,7531.65704064597,10,knn
@@ -77,6 +116,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7531.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7531.65704064597,10,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,baseline,lora,60,7531.65704064597,10,knn
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7531.65704064597,10,knn
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,baseline,lora,60,7531.65704064597,10,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,baseline,lora,60,7531.65704064597,10,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7531.65704064597,10,knn
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,baseline,lora,60,7531.65704064597,10,knn
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,hintandextended,lora,60,8524.20092750562,9,knn
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,hintandextended,lora,60,8524.20092750562,9,knn
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,hintandextended,lora,60,8524.20092750562,9,knn
@@ -90,6 +142,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,6
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,hintandextended,lora,60,8524.20092750562,9,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,hintandextended,lora,60,8524.20092750562,9,knn
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,hintandextended,lora,60,8524.20092750562,9,knn
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,hintandextended,lora,60,8524.20092750562,9,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,hintandextended,lora,60,8524.20092750562,9,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,knn
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,hintandextended,lora,60,8524.20092750562,9,knn
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,hintandextended,lora,60,8744.00524232863,1,knn
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,hintandextended,lora,60,8744.00524232863,1,knn
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,hintandextended,lora,60,8744.00524232863,1,knn
@@ -103,6 +168,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,6
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,hintandextended,lora,60,8744.00524232863,1,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,hintandextended,lora,60,8744.00524232863,1,knn
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,hintandextended,lora,60,8744.00524232863,1,knn
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,hintandextended,lora,60,8744.00524232863,1,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,hintandextended,lora,60,8744.00524232863,1,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8744.00524232863,1,knn
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,hintandextended,lora,60,8744.00524232863,1,knn
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,hintandextended,lora,60,8426.54290125995,1,knn
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,hintandextended,lora,60,8426.54290125995,1,knn
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,hintandextended,lora,60,8426.54290125995,1,knn
@@ -116,6 +194,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,6
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,hintandextended,lora,60,8426.54290125995,1,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,hintandextended,lora,60,8426.54290125995,1,knn
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,hintandextended,lora,60,8426.54290125995,1,knn
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,hintandextended,lora,60,8426.54290125995,1,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,hintandextended,lora,60,8426.54290125995,1,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8426.54290125995,1,knn
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,hintandextended,lora,60,8426.54290125995,1,knn
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,baseline,lora,60,7631.27743269689,1,knn
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,baseline,lora,60,7631.27743269689,1,knn
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,baseline,lora,60,7631.27743269689,1,knn
@@ -129,6 +220,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7631.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7631.27743269689,1,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,baseline,lora,60,7631.27743269689,1,knn
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,7631.27743269689,1,knn
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,baseline,lora,60,7631.27743269689,1,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,baseline,lora,60,7631.27743269689,1,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,7631.27743269689,1,knn
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,baseline,lora,60,7631.27743269689,1,knn
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,hint,lora,60,7661.19496849046,5,knn
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,hint,lora,60,7661.19496849046,5,knn
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,hint,lora,60,7661.19496849046,5,knn
@@ -142,6 +246,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7661.1949
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,hint,lora,60,7661.19496849046,5,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,hint,lora,60,7661.19496849046,5,knn
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,hint,lora,60,7661.19496849046,5,knn
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,hint,lora,60,7661.19496849046,5,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,hint,lora,60,7661.19496849046,5,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7661.19496849046,5,knn
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,hint,lora,60,7661.19496849046,5,knn
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,hintandextended,lora,60,8732.48785137262,10,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,hintandextended,lora,60,8732.48785137262,10,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,hintandextended,lora,60,8732.48785137262,10,tree
@@ -155,6 +272,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,6
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,hintandextended,lora,60,8732.48785137262,10,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,hintandextended,lora,60,8732.48785137262,10,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,hintandextended,lora,60,8732.48785137262,10,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,hintandextended,lora,60,8732.48785137262,10,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,hintandextended,lora,60,8732.48785137262,10,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8732.48785137262,10,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,hintandextended,lora,60,8732.48785137262,10,tree
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,extended,lora,60,7760.02858805553,4,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,extended,lora,60,7760.02858805553,4,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,extended,lora,60,7760.02858805553,4,tree
@@ -168,6 +298,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,extended,lora,60,7760.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,extended,lora,60,7760.02858805553,4,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,extended,lora,60,7760.02858805553,4,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,extended,lora,60,7760.02858805553,4,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,extended,lora,60,7760.02858805553,4,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,extended,lora,60,7760.02858805553,4,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7760.02858805553,4,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,extended,lora,60,7760.02858805553,4,tree
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,extended,lora,60,7647.55841422485,11,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,extended,lora,60,7647.55841422485,11,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,extended,lora,60,7647.55841422485,11,tree
@@ -181,6 +324,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,extended,lora,60,7647.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,extended,lora,60,7647.55841422485,11,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,extended,lora,60,7647.55841422485,11,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,extended,lora,60,7647.55841422485,11,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,extended,lora,60,7647.55841422485,11,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,extended,lora,60,7647.55841422485,11,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7647.55841422485,11,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,extended,lora,60,7647.55841422485,11,tree
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,extended,lora,60,7849.4323163005,8,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,extended,lora,60,7849.4323163005,8,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,extended,lora,60,7849.4323163005,8,tree
@@ -194,6 +350,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,extended,lora,60,7849.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,extended,lora,60,7849.4323163005,8,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,extended,lora,60,7849.4323163005,8,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,extended,lora,60,7849.4323163005,8,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,extended,lora,60,7849.4323163005,8,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,extended,lora,60,7849.4323163005,8,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7849.4323163005,8,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,extended,lora,60,7849.4323163005,8,tree
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,extended,lora,60,7531.65704064597,10,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,extended,lora,60,7531.65704064597,10,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,extended,lora,60,7531.65704064597,10,tree
@@ -207,6 +376,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,extended,lora,60,7531.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,extended,lora,60,7531.65704064597,10,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,extended,lora,60,7531.65704064597,10,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,extended,lora,60,7531.65704064597,10,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,extended,lora,60,7531.65704064597,10,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,extended,lora,60,7531.65704064597,10,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7531.65704064597,10,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,extended,lora,60,7531.65704064597,10,tree
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,hintandextended,lora,60,8524.20092750562,9,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,hintandextended,lora,60,8524.20092750562,9,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,hintandextended,lora,60,8524.20092750562,9,tree
@@ -220,6 +402,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,hintandextended,lora,6
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,hintandextended,lora,60,8524.20092750562,9,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,hintandextended,lora,60,8524.20092750562,9,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,hintandextended,lora,60,8524.20092750562,9,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,hintandextended,lora,60,8524.20092750562,9,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,hintandextended,lora,60,8524.20092750562,9,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,lora,60,8524.20092750562,9,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,hintandextended,lora,60,8524.20092750562,9,tree
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,baseline,lora,60,8744.00524232863,1,tree
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,baseline,lora,60,8744.00524232863,1,tree
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,baseline,lora,60,8744.00524232863,1,tree
@@ -233,6 +428,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8744.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,8744.00524232863,1,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,baseline,lora,60,8744.00524232863,1,tree
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,8744.00524232863,1,tree
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,baseline,lora,60,8744.00524232863,1,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,baseline,lora,60,8744.00524232863,1,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8744.00524232863,1,tree
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,baseline,lora,60,8744.00524232863,1,tree
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,baseline,lora,60,8426.54290125995,1,tree
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,baseline,lora,60,8426.54290125995,1,tree
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,baseline,lora,60,8426.54290125995,1,tree
@@ -246,6 +454,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8426.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,8426.54290125995,1,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,baseline,lora,60,8426.54290125995,1,tree
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,baseline,lora,60,8426.54290125995,1,tree
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,baseline,lora,60,8426.54290125995,1,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,baseline,lora,60,8426.54290125995,1,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,lora,60,8426.54290125995,1,tree
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,baseline,lora,60,8426.54290125995,1,tree
 on3,0,0,24,0,0,1340,1440.000000,1,0,-1.000000,594.240000,hint,lora,60,7631.27743269689,1,tree
 on0,1,0,24,0,0,0,1440.000000,1,0,-1.000000,639.360000,hint,lora,60,7631.27743269689,1,tree
 on8,0,0,24,0,0,1342,1440.000000,1,0,-1.000000,592.320000,hint,lora,60,7631.27743269689,1,tree
@@ -259,6 +480,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7631.2774
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,585.600000,hint,lora,60,7631.27743269689,1,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on0,1,0,24,0,0,0,1440.000000,2,0,-1.000000,602.400000,hint,lora,60,7631.27743269689,1,tree
+on1,0,0,24,0,0,1389,1440.000000,2,0,-1.000000,585.600000,hint,lora,60,7631.27743269689,1,tree
+on10,0,0,24,0,0,1393,1440.000000,2,0,-1.000000,583.680000,hint,lora,60,7631.27743269689,1,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,578.240000,hint,lora,60,7631.27743269689,1,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,lora,60,7631.27743269689,1,tree
+on8,0,0,24,0,0,1396,1440.000000,2,0,-1.000000,583.200000,hint,lora,60,7631.27743269689,1,tree
 on3,0,0,24,1,0,695,1575.001280,1,0,41961.001280,664.785126,extended,lora,60,7661.19496849046,5,tree
 on0,1,6,24,0,0,0,2079.608960,1,0,-1.000000,985.445632,extended,lora,60,7661.19496849046,5,tree
 on8,0,0,24,1,0,258,1558.001280,1,0,17814.001280,648.800717,extended,lora,60,7661.19496849046,5,tree
@@ -272,6 +506,19 @@ on11,0,0,25,0,0,1478,1500.000000,1,1,-1.000000,600.000000,extended,lora,60,7661.
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on9,0,0,24,1,0,660,1540.001280,2,0,39971.001280,651.040717,extended,lora,60,7661.19496849046,5,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on0,1,5,24,0,0,0,2002.006400,2,0,-1.000000,928.803584,extended,lora,60,7661.19496849046,5,tree
+on1,0,0,24,1,0,600,1540.001280,2,0,38727.001280,641.600717,extended,lora,60,7661.19496849046,5,tree
+on10,0,0,24,1,0,12,1552.001280,2,0,3235.001280,646.400717,extended,lora,60,7661.19496849046,5,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on4,0,0,24,1,0,1366,1586.001280,2,0,80745.001280,660.000717,extended,lora,60,7661.19496849046,5,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,extended,lora,60,7661.19496849046,5,tree
+on8,0,0,24,1,0,255,1555.001280,2,0,18027.001280,647.600717,extended,lora,60,7661.19496849046,5,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,29123.7166634847,4,knn
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,29123.7166634847,4,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29123.7166634847,4,knn
@@ -285,6 +532,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,29123.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29123.7166634847,4,knn
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,29123.7166634847,4,knn
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,29123.7166634847,4,knn
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,29123.7166634847,4,knn
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,29123.7166634847,4,knn
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,29123.7166634847,4,knn
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,29123.7166634847,4,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,29123.7166634847,4,knn
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,29123.7166634847,4,knn
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29123.7166634847,4,knn
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29123.7166634847,4,knn
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,29123.7166634847,4,knn
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,29123.7166634847,4,knn
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,29123.7166634847,4,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,29123.7166634847,4,knn
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,29123.7166634847,4,knn
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,29655.7737664565,3,knn
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,29655.7737664565,3,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29655.7737664565,3,knn
@@ -298,6 +558,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,29655.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29655.7737664565,3,knn
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,29655.7737664565,3,knn
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,29655.7737664565,3,knn
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,29655.7737664565,3,knn
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,29655.7737664565,3,knn
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,29655.7737664565,3,knn
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,29655.7737664565,3,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,29655.7737664565,3,knn
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,29655.7737664565,3,knn
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29655.7737664565,3,knn
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29655.7737664565,3,knn
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,29655.7737664565,3,knn
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,29655.7737664565,3,knn
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,29655.7737664565,3,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,29655.7737664565,3,knn
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,29655.7737664565,3,knn
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,extended,lora,180,23645.1436280268,11,knn
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,extended,lora,180,23645.1436280268,11,knn
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,extended,lora,180,23645.1436280268,11,knn
@@ -311,6 +584,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,extended,lora,180,23
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,extended,lora,180,23645.1436280268,11,knn
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,extended,lora,180,23645.1436280268,11,knn
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,extended,lora,180,23645.1436280268,11,knn
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,extended,lora,180,23645.1436280268,11,knn
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,extended,lora,180,23645.1436280268,11,knn
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,extended,lora,180,23645.1436280268,11,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,extended,lora,180,23645.1436280268,11,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,extended,lora,180,23645.1436280268,11,knn
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,extended,lora,180,23645.1436280268,11,knn
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,extended,lora,180,23645.1436280268,11,knn
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,extended,lora,180,23645.1436280268,11,knn
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,extended,lora,180,23645.1436280268,11,knn
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,extended,lora,180,23645.1436280268,11,knn
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,extended,lora,180,23645.1436280268,11,knn
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,extended,lora,180,23645.1436280268,11,knn
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,extended,lora,180,23645.1436280268,11,knn
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,hintandextended,lora,180,24938.4341620644,0,knn
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,hintandextended,lora,180,24938.4341620644,0,knn
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,hintandextended,lora,180,24938.4341620644,0,knn
@@ -324,6 +610,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,hintandextended,lora
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,hintandextended,lora,180,24938.4341620644,0,knn
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,hintandextended,lora,180,24938.4341620644,0,knn
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,hintandextended,lora,180,24938.4341620644,0,knn
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,hintandextended,lora,180,24938.4341620644,0,knn
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,hintandextended,lora,180,24938.4341620644,0,knn
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,hintandextended,lora,180,24938.4341620644,0,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,hintandextended,lora,180,24938.4341620644,0,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,hintandextended,lora,180,24938.4341620644,0,knn
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,hintandextended,lora,180,24938.4341620644,0,knn
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,hintandextended,lora,180,24938.4341620644,0,knn
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,hintandextended,lora,180,24938.4341620644,0,knn
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,hintandextended,lora,180,24938.4341620644,0,knn
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,hintandextended,lora,180,24938.4341620644,0,knn
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,hintandextended,lora,180,24938.4341620644,0,knn
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,hintandextended,lora,180,24938.4341620644,0,knn
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,hintandextended,lora,180,24938.4341620644,0,knn
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,29862.9781404826,5,knn
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,29862.9781404826,5,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29862.9781404826,5,knn
@@ -337,6 +636,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,29862.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29862.9781404826,5,knn
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,29862.9781404826,5,knn
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,29862.9781404826,5,knn
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,29862.9781404826,5,knn
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,29862.9781404826,5,knn
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,29862.9781404826,5,knn
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,29862.9781404826,5,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,29862.9781404826,5,knn
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,29862.9781404826,5,knn
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29862.9781404826,5,knn
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29862.9781404826,5,knn
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,29862.9781404826,5,knn
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,29862.9781404826,5,knn
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,29862.9781404826,5,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,29862.9781404826,5,knn
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,29862.9781404826,5,knn
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,27307.1859899517,6,knn
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,27307.1859899517,6,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,27307.1859899517,6,knn
@@ -350,6 +662,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,27307.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,27307.1859899517,6,knn
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,27307.1859899517,6,knn
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,27307.1859899517,6,knn
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,27307.1859899517,6,knn
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,27307.1859899517,6,knn
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,27307.1859899517,6,knn
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,27307.1859899517,6,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,27307.1859899517,6,knn
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,27307.1859899517,6,knn
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,27307.1859899517,6,knn
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,27307.1859899517,6,knn
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,27307.1859899517,6,knn
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,27307.1859899517,6,knn
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,27307.1859899517,6,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,27307.1859899517,6,knn
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,27307.1859899517,6,knn
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,baseline,lora,180,23232.7369937696,3,knn
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,baseline,lora,180,23232.7369937696,3,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,23232.7369937696,3,knn
@@ -363,6 +688,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,baseline,lora,180,23
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,23232.7369937696,3,knn
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,baseline,lora,180,23232.7369937696,3,knn
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,baseline,lora,180,23232.7369937696,3,knn
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,baseline,lora,180,23232.7369937696,3,knn
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,baseline,lora,180,23232.7369937696,3,knn
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,baseline,lora,180,23232.7369937696,3,knn
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,baseline,lora,180,23232.7369937696,3,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,baseline,lora,180,23232.7369937696,3,knn
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,baseline,lora,180,23232.7369937696,3,knn
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,23232.7369937696,3,knn
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,23232.7369937696,3,knn
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,baseline,lora,180,23232.7369937696,3,knn
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,baseline,lora,180,23232.7369937696,3,knn
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,baseline,lora,180,23232.7369937696,3,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,baseline,lora,180,23232.7369937696,3,knn
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,baseline,lora,180,23232.7369937696,3,knn
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,hintandextended,lora,180,25404.8205478179,7,knn
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,hintandextended,lora,180,25404.8205478179,7,knn
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,hintandextended,lora,180,25404.8205478179,7,knn
@@ -376,6 +714,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,hintandextended,lora
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,hintandextended,lora,180,25404.8205478179,7,knn
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,hintandextended,lora,180,25404.8205478179,7,knn
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,hintandextended,lora,180,25404.8205478179,7,knn
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,hintandextended,lora,180,25404.8205478179,7,knn
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,hintandextended,lora,180,25404.8205478179,7,knn
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,hintandextended,lora,180,25404.8205478179,7,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,hintandextended,lora,180,25404.8205478179,7,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,hintandextended,lora,180,25404.8205478179,7,knn
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,hintandextended,lora,180,25404.8205478179,7,knn
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,hintandextended,lora,180,25404.8205478179,7,knn
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,hintandextended,lora,180,25404.8205478179,7,knn
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,hintandextended,lora,180,25404.8205478179,7,knn
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,hintandextended,lora,180,25404.8205478179,7,knn
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,hintandextended,lora,180,25404.8205478179,7,knn
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,hintandextended,lora,180,25404.8205478179,7,knn
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,hintandextended,lora,180,25404.8205478179,7,knn
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,hintandextended,lora,180,26553.2369356217,8,knn
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,hintandextended,lora,180,26553.2369356217,8,knn
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,hintandextended,lora,180,26553.2369356217,8,knn
@@ -389,6 +740,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,hintandextended,lora
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,hintandextended,lora,180,26553.2369356217,8,knn
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,hintandextended,lora,180,26553.2369356217,8,knn
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,hintandextended,lora,180,26553.2369356217,8,knn
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,hintandextended,lora,180,26553.2369356217,8,knn
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,hintandextended,lora,180,26553.2369356217,8,knn
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,hintandextended,lora,180,26553.2369356217,8,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,hintandextended,lora,180,26553.2369356217,8,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,hintandextended,lora,180,26553.2369356217,8,knn
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,hintandextended,lora,180,26553.2369356217,8,knn
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,hintandextended,lora,180,26553.2369356217,8,knn
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,hintandextended,lora,180,26553.2369356217,8,knn
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,hintandextended,lora,180,26553.2369356217,8,knn
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,hintandextended,lora,180,26553.2369356217,8,knn
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,hintandextended,lora,180,26553.2369356217,8,knn
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,hintandextended,lora,180,26553.2369356217,8,knn
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,hintandextended,lora,180,26553.2369356217,8,knn
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,hintandextended,lora,180,24432.1396842401,8,knn
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,hintandextended,lora,180,24432.1396842401,8,knn
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,hintandextended,lora,180,24432.1396842401,8,knn
@@ -402,6 +766,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,hintandextended,lora
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,hintandextended,lora,180,24432.1396842401,8,knn
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,hintandextended,lora,180,24432.1396842401,8,knn
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,hintandextended,lora,180,24432.1396842401,8,knn
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,hintandextended,lora,180,24432.1396842401,8,knn
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,hintandextended,lora,180,24432.1396842401,8,knn
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,hintandextended,lora,180,24432.1396842401,8,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,hintandextended,lora,180,24432.1396842401,8,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,hintandextended,lora,180,24432.1396842401,8,knn
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,hintandextended,lora,180,24432.1396842401,8,knn
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,hintandextended,lora,180,24432.1396842401,8,knn
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,hintandextended,lora,180,24432.1396842401,8,knn
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,hintandextended,lora,180,24432.1396842401,8,knn
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,hintandextended,lora,180,24432.1396842401,8,knn
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,hintandextended,lora,180,24432.1396842401,8,knn
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,hintandextended,lora,180,24432.1396842401,8,knn
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,hintandextended,lora,180,24432.1396842401,8,knn
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,29123.7166634847,4,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,29123.7166634847,4,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29123.7166634847,4,tree
@@ -415,6 +792,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,29123.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29123.7166634847,4,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,29123.7166634847,4,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,29123.7166634847,4,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,29123.7166634847,4,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,29123.7166634847,4,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,29123.7166634847,4,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,29123.7166634847,4,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,29123.7166634847,4,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,29123.7166634847,4,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29123.7166634847,4,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29123.7166634847,4,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,29123.7166634847,4,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,29123.7166634847,4,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,29123.7166634847,4,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,29123.7166634847,4,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,29123.7166634847,4,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,baseline,lora,180,29655.7737664565,3,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,baseline,lora,180,29655.7737664565,3,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,29655.7737664565,3,tree
@@ -428,6 +818,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,baseline,lora,180,29
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,29655.7737664565,3,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,baseline,lora,180,29655.7737664565,3,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,baseline,lora,180,29655.7737664565,3,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,baseline,lora,180,29655.7737664565,3,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,baseline,lora,180,29655.7737664565,3,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,baseline,lora,180,29655.7737664565,3,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,baseline,lora,180,29655.7737664565,3,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,baseline,lora,180,29655.7737664565,3,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,baseline,lora,180,29655.7737664565,3,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,29655.7737664565,3,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,29655.7737664565,3,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,baseline,lora,180,29655.7737664565,3,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,baseline,lora,180,29655.7737664565,3,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,baseline,lora,180,29655.7737664565,3,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,baseline,lora,180,29655.7737664565,3,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,baseline,lora,180,29655.7737664565,3,tree
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,extended,lora,180,23645.1436280268,11,tree
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,extended,lora,180,23645.1436280268,11,tree
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,extended,lora,180,23645.1436280268,11,tree
@@ -441,6 +844,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,extended,lora,180,23
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,extended,lora,180,23645.1436280268,11,tree
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,extended,lora,180,23645.1436280268,11,tree
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,extended,lora,180,23645.1436280268,11,tree
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,extended,lora,180,23645.1436280268,11,tree
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,extended,lora,180,23645.1436280268,11,tree
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,extended,lora,180,23645.1436280268,11,tree
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,extended,lora,180,23645.1436280268,11,tree
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,extended,lora,180,23645.1436280268,11,tree
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,extended,lora,180,23645.1436280268,11,tree
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,extended,lora,180,23645.1436280268,11,tree
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,extended,lora,180,23645.1436280268,11,tree
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,extended,lora,180,23645.1436280268,11,tree
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,extended,lora,180,23645.1436280268,11,tree
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,extended,lora,180,23645.1436280268,11,tree
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,extended,lora,180,23645.1436280268,11,tree
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,extended,lora,180,23645.1436280268,11,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,baseline,lora,180,24938.4341620644,0,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,baseline,lora,180,24938.4341620644,0,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,24938.4341620644,0,tree
@@ -454,6 +870,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,baseline,lora,180,24
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,24938.4341620644,0,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,baseline,lora,180,24938.4341620644,0,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,baseline,lora,180,24938.4341620644,0,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,baseline,lora,180,24938.4341620644,0,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,baseline,lora,180,24938.4341620644,0,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,baseline,lora,180,24938.4341620644,0,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,baseline,lora,180,24938.4341620644,0,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,baseline,lora,180,24938.4341620644,0,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,baseline,lora,180,24938.4341620644,0,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,24938.4341620644,0,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,24938.4341620644,0,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,baseline,lora,180,24938.4341620644,0,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,baseline,lora,180,24938.4341620644,0,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,baseline,lora,180,24938.4341620644,0,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,baseline,lora,180,24938.4341620644,0,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,baseline,lora,180,24938.4341620644,0,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,29862.9781404826,5,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,29862.9781404826,5,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29862.9781404826,5,tree
@@ -467,6 +896,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,29862.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,29862.9781404826,5,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,29862.9781404826,5,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,29862.9781404826,5,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,29862.9781404826,5,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,29862.9781404826,5,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,29862.9781404826,5,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,29862.9781404826,5,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,29862.9781404826,5,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,29862.9781404826,5,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29862.9781404826,5,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,29862.9781404826,5,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,29862.9781404826,5,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,29862.9781404826,5,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,29862.9781404826,5,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,29862.9781404826,5,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,29862.9781404826,5,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,27307.1859899517,6,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,27307.1859899517,6,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,27307.1859899517,6,tree
@@ -480,6 +922,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,27307.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,27307.1859899517,6,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,27307.1859899517,6,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,27307.1859899517,6,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,27307.1859899517,6,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,27307.1859899517,6,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,27307.1859899517,6,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,27307.1859899517,6,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,27307.1859899517,6,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,27307.1859899517,6,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,27307.1859899517,6,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,27307.1859899517,6,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,27307.1859899517,6,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,27307.1859899517,6,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,27307.1859899517,6,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,27307.1859899517,6,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,27307.1859899517,6,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,baseline,lora,180,23232.7369937696,3,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,baseline,lora,180,23232.7369937696,3,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,23232.7369937696,3,tree
@@ -493,6 +948,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,baseline,lora,180,23
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,lora,180,23232.7369937696,3,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,baseline,lora,180,23232.7369937696,3,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,baseline,lora,180,23232.7369937696,3,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,baseline,lora,180,23232.7369937696,3,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,baseline,lora,180,23232.7369937696,3,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,baseline,lora,180,23232.7369937696,3,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,baseline,lora,180,23232.7369937696,3,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,baseline,lora,180,23232.7369937696,3,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,baseline,lora,180,23232.7369937696,3,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,23232.7369937696,3,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,baseline,lora,180,23232.7369937696,3,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,baseline,lora,180,23232.7369937696,3,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,baseline,lora,180,23232.7369937696,3,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,baseline,lora,180,23232.7369937696,3,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,baseline,lora,180,23232.7369937696,3,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,baseline,lora,180,23232.7369937696,3,tree
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,hintandextended,lora,180,25404.8205478179,7,tree
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,hintandextended,lora,180,25404.8205478179,7,tree
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,hintandextended,lora,180,25404.8205478179,7,tree
@@ -506,6 +974,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,hintandextended,lora
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,hintandextended,lora,180,25404.8205478179,7,tree
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,hintandextended,lora,180,25404.8205478179,7,tree
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,hintandextended,lora,180,25404.8205478179,7,tree
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,hintandextended,lora,180,25404.8205478179,7,tree
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,hintandextended,lora,180,25404.8205478179,7,tree
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,hintandextended,lora,180,25404.8205478179,7,tree
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,hintandextended,lora,180,25404.8205478179,7,tree
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,hintandextended,lora,180,25404.8205478179,7,tree
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,hintandextended,lora,180,25404.8205478179,7,tree
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,hintandextended,lora,180,25404.8205478179,7,tree
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,hintandextended,lora,180,25404.8205478179,7,tree
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,hintandextended,lora,180,25404.8205478179,7,tree
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,hintandextended,lora,180,25404.8205478179,7,tree
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,hintandextended,lora,180,25404.8205478179,7,tree
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,hintandextended,lora,180,25404.8205478179,7,tree
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,hintandextended,lora,180,25404.8205478179,7,tree
 on6,0,0,24,0,0,4210,4320.000000,1,0,-1.000000,1756.800000,hint,lora,180,26553.2369356217,8,tree
 on4,0,0,24,1,0,1403,4320.000000,1,0,36663.000000,1852.320000,hint,lora,180,26553.2369356217,8,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,26553.2369356217,8,tree
@@ -519,6 +1000,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.000000,1753.600000,hint,lora,180,26553.
 on3,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,lora,180,26553.2369356217,8,tree
 on8,0,0,24,0,0,4047,4320.000000,1,0,-1.000000,1782.400000,hint,lora,180,26553.2369356217,8,tree
 on5,0,0,24,0,0,4262,4320.000000,1,0,-1.000000,1764.960000,hint,lora,180,26553.2369356217,8,tree
+on6,0,0,24,0,0,4245,4320.000000,2,0,-1.000000,1754.400000,hint,lora,180,26553.2369356217,8,tree
+on7,0,0,24,1,0,313,4320.000000,2,0,7608.000000,1763.680000,hint,lora,180,26553.2369356217,8,tree
+on2,0,0,24,0,0,4231,4320.000000,2,0,-1.000000,1761.760000,hint,lora,180,26553.2369356217,8,tree
+on12,0,0,24,0,0,3833,4320.000000,2,0,-1.000000,1810.720000,hint,lora,180,26553.2369356217,8,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,lora,180,26553.2369356217,8,tree
+on3,0,0,24,0,0,4302,4320.000000,2,0,-1.000000,1731.040000,hint,lora,180,26553.2369356217,8,tree
+on1,0,0,24,0,0,4278,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,26553.2369356217,8,tree
+on11,0,0,24,0,0,4164,4320.000000,2,0,-1.000000,1756.800000,hint,lora,180,26553.2369356217,8,tree
+on5,0,0,24,0,0,4135,4320.000000,2,0,-1.000000,1766.720000,hint,lora,180,26553.2369356217,8,tree
+on4,0,0,24,0,0,4059,4320.000000,2,0,-1.000000,1781.440000,hint,lora,180,26553.2369356217,8,tree
+on0,1,2,24,0,0,0,4320.000000,2,0,-1.000000,2004.640000,hint,lora,180,26553.2369356217,8,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62275.000000,1753.600000,hint,lora,180,26553.2369356217,8,tree
+on9,0,0,24,0,0,4305,4320.000000,2,0,-1.000000,1742.240000,hint,lora,180,26553.2369356217,8,tree
 on6,0,0,24,1,0,540,4320.000000,1,0,11955.001280,1756.544000,hintandextended,lora,180,24432.1396842401,8,tree
 on4,0,0,25,1,0,330,4630.603840,1,1,4678.603840,1943.329741,hintandextended,lora,180,24432.1396842401,8,tree
 on9,0,0,25,1,0,1282,4500.000000,1,1,29260.001280,1882.463795,hintandextended,lora,180,24432.1396842401,8,tree
@@ -532,6 +1026,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8378.001280,1755.680205,hintandextended,lora
 on3,0,0,25,1,0,1509,4549.603840,1,1,29421.603840,1863.521946,hintandextended,lora,180,24432.1396842401,8,tree
 on8,0,0,24,1,0,314,4434.001280,1,0,4518.001280,1799.200717,hintandextended,lora,180,24432.1396842401,8,tree
 on5,0,0,25,1,0,654,4500.000000,1,1,16421.002560,1828.640000,hintandextended,lora,180,24432.1396842401,8,tree
+on6,0,0,24,1,0,859,4439.001280,2,0,16497.001280,1801.200717,hintandextended,lora,180,24432.1396842401,8,tree
+on7,0,0,24,1,0,117,4417.001280,2,0,3083.001280,1803.984922,hintandextended,lora,180,24432.1396842401,8,tree
+on2,0,0,24,1,0,995,4395.001280,2,0,20178.001280,1783.600717,hintandextended,lora,180,24432.1396842401,8,tree
+on12,0,0,25,1,0,294,4500.000000,2,1,6177.001280,1828.800000,hintandextended,lora,180,24432.1396842401,8,tree
+on8,0,0,25,1,0,664,4500.000000,2,1,13759.001280,1828.543795,hintandextended,lora,180,24432.1396842401,8,tree
+on3,0,0,26,1,0,1413,4849.000000,2,3,28146.001280,2030.687590,hintandextended,lora,180,24432.1396842401,8,tree
+on1,0,0,28,1,0,1278,5200.000000,2,5,24692.001280,2185.758771,hintandextended,lora,180,24432.1396842401,8,tree
+on11,0,0,24,1,0,509,4449.001280,2,0,7608.001280,1833.584717,hintandextended,lora,180,24432.1396842401,8,tree
+on5,0,0,25,1,0,106,4586.603840,2,1,3243.603840,1888.674150,hintandextended,lora,180,24432.1396842401,8,tree
+on4,0,0,26,1,0,657,4821.603840,2,2,13920.603840,2034.369946,hintandextended,lora,180,24432.1396842401,8,tree
+on0,1,12,24,0,0,0,4883.815360,2,0,-1.000000,2260.730445,hintandextended,lora,180,24432.1396842401,8,tree
+on10,0,0,26,1,0,1373,4821.603840,2,2,24853.603840,1962.241741,hintandextended,lora,180,24432.1396842401,8,tree
+on9,0,0,25,1,0,1133,4640.003840,2,1,20338.003840,1898.721741,hintandextended,lora,180,24432.1396842401,8,tree
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,hint,nbiot,60,9452.16352643334,9,knn
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,hint,nbiot,60,9452.16352643334,9,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,hint,nbiot,60,9452.16352643334,9,knn
@@ -545,6 +1052,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9452.163
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,hint,nbiot,60,9452.16352643334,9,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,hint,nbiot,60,9452.16352643334,9,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,hint,nbiot,60,9452.16352643334,9,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,hint,nbiot,60,9452.16352643334,9,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,hint,nbiot,60,9452.16352643334,9,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9452.16352643334,9,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,hint,nbiot,60,9452.16352643334,9,knn
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,hint,nbiot,60,9465.21074816174,3,knn
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,hint,nbiot,60,9465.21074816174,3,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,hint,nbiot,60,9465.21074816174,3,knn
@@ -558,6 +1078,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9465.210
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,hint,nbiot,60,9465.21074816174,3,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,hint,nbiot,60,9465.21074816174,3,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,hint,nbiot,60,9465.21074816174,3,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,hint,nbiot,60,9465.21074816174,3,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,hint,nbiot,60,9465.21074816174,3,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9465.21074816174,3,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,hint,nbiot,60,9465.21074816174,3,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8456.21622429176,1,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8456.21622429176,1,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8456.21622429176,1,knn
@@ -571,6 +1104,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8456.21622429176,1,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8456.21622429176,1,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8456.21622429176,1,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8456.21622429176,1,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8456.21622429176,1,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8456.21622429176,1,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8456.21622429176,1,knn
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,hint,nbiot,60,9570.38342273607,3,knn
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,hint,nbiot,60,9570.38342273607,3,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,hint,nbiot,60,9570.38342273607,3,knn
@@ -584,6 +1130,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9570.383
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,hint,nbiot,60,9570.38342273607,3,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,hint,nbiot,60,9570.38342273607,3,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,hint,nbiot,60,9570.38342273607,3,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,hint,nbiot,60,9570.38342273607,3,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,hint,nbiot,60,9570.38342273607,3,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hint,nbiot,60,9570.38342273607,3,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,hint,nbiot,60,9570.38342273607,3,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8855.86319130787,12,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8855.86319130787,12,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,knn
@@ -597,6 +1156,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8855.86319130787,12,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8855.86319130787,12,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8855.86319130787,12,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8444.57516620697,3,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8444.57516620697,3,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8444.57516620697,3,knn
@@ -610,6 +1182,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8444.57516620697,3,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8444.57516620697,3,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8444.57516620697,3,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8444.57516620697,3,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8444.57516620697,3,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8444.57516620697,3,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8444.57516620697,3,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8527.76385865066,4,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8527.76385865066,4,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,knn
@@ -623,6 +1208,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8527.76385865066,4,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8527.76385865066,4,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8527.76385865066,4,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8685.2330654384,8,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8685.2330654384,8,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,knn
@@ -636,6 +1234,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8685.2330654384,8,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8685.2330654384,8,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8685.2330654384,8,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8744.42417828556,8,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8744.42417828556,8,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,knn
@@ -649,6 +1260,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8744.42417828556,8,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8744.42417828556,8,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8744.42417828556,8,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8664.97570233729,0,knn
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8664.97570233729,0,knn
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8664.97570233729,0,knn
@@ -662,6 +1286,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8664.97570233729,0,knn
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8664.97570233729,0,knn
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8664.97570233729,0,knn
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8664.97570233729,0,knn
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8664.97570233729,0,knn
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8664.97570233729,0,knn
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8664.97570233729,0,knn
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,9452.16352643334,9,tree
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,9452.16352643334,9,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,9452.16352643334,9,tree
@@ -675,6 +1312,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,9452.16352643334,9,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,9452.16352643334,9,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,9452.16352643334,9,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,9452.16352643334,9,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,9452.16352643334,9,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,9452.16352643334,9,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,9452.16352643334,9,tree
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,baseline,nbiot,60,9465.21074816174,3,tree
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,baseline,nbiot,60,9465.21074816174,3,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,baseline,nbiot,60,9465.21074816174,3,tree
@@ -688,6 +1338,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9465
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,baseline,nbiot,60,9465.21074816174,3,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9465.21074816174,3,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,baseline,nbiot,60,9465.21074816174,3,tree
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,baseline,nbiot,60,8456.21622429176,1,tree
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,baseline,nbiot,60,8456.21622429176,1,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,baseline,nbiot,60,8456.21622429176,1,tree
@@ -701,6 +1364,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8456
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,baseline,nbiot,60,8456.21622429176,1,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8456.21622429176,1,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,baseline,nbiot,60,8456.21622429176,1,tree
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,baseline,nbiot,60,9570.38342273607,3,tree
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,baseline,nbiot,60,9570.38342273607,3,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,baseline,nbiot,60,9570.38342273607,3,tree
@@ -714,6 +1390,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9570
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,baseline,nbiot,60,9570.38342273607,3,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,9570.38342273607,3,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,baseline,nbiot,60,9570.38342273607,3,tree
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8855.86319130787,12,tree
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8855.86319130787,12,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,tree
@@ -727,6 +1416,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8855.86319130787,12,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8855.86319130787,12,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8855.86319130787,12,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8855.86319130787,12,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8855.86319130787,12,tree
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,baseline,nbiot,60,8444.57516620697,3,tree
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,baseline,nbiot,60,8444.57516620697,3,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,baseline,nbiot,60,8444.57516620697,3,tree
@@ -740,6 +1442,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8444
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,baseline,nbiot,60,8444.57516620697,3,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8444.57516620697,3,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,baseline,nbiot,60,8444.57516620697,3,tree
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8527.76385865066,4,tree
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8527.76385865066,4,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,tree
@@ -753,6 +1468,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8527.76385865066,4,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8527.76385865066,4,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8527.76385865066,4,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8527.76385865066,4,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8527.76385865066,4,tree
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8685.2330654384,8,tree
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8685.2330654384,8,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,tree
@@ -766,6 +1494,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8685.2330654384,8,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8685.2330654384,8,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8685.2330654384,8,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8685.2330654384,8,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8685.2330654384,8,tree
 on3,0,0,24,1,0,695,1455.000320,1,0,41841.000320,645.310752,hintandextended,nbiot,60,8744.42417828556,8,tree
 on0,1,7,24,0,0,0,1463.201600,1,0,-1.000000,767.283552,hintandextended,nbiot,60,8744.42417828556,8,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,tree
@@ -779,6 +1520,19 @@ on11,0,0,26,1,0,978,1580.600960,1,2,57389.600960,735.135800,hintandextended,nbio
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on9,0,0,24,1,0,660,1440.000000,2,0,39851.000320,640.350208,hintandextended,nbiot,60,8744.42417828556,8,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on0,1,5,24,0,0,0,1474.000320,2,0,-1.000000,719.601168,hintandextended,nbiot,60,8744.42417828556,8,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on4,0,0,24,1,0,1366,1466.000320,2,0,80625.000320,612.400336,hintandextended,nbiot,60,8744.42417828556,8,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,hintandextended,nbiot,60,8744.42417828556,8,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000320,602.000208,hintandextended,nbiot,60,8744.42417828556,8,tree
 on3,0,0,24,1,0,816,1440.000000,1,0,52583.000000,618.250000,baseline,nbiot,60,8664.97570233729,0,tree
 on0,1,4,24,0,0,0,1440.000000,1,0,-1.000000,739.150000,baseline,nbiot,60,8664.97570233729,0,tree
 on8,0,0,24,1,0,258,1440.000000,1,0,17694.000000,602.000000,baseline,nbiot,60,8664.97570233729,0,tree
@@ -792,6 +1546,19 @@ on11,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8664
 on7,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
 on10,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
 on6,0,0,24,0,0,1440,1440.000000,1,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on9,0,0,24,0,0,1435,1440.000000,2,0,-1.000000,615.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on11,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on3,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on7,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on0,1,3,24,0,0,0,1440.000000,2,0,-1.000000,667.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on1,0,0,24,1,0,600,1440.000000,2,0,38607.000000,602.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on10,0,0,24,1,0,12,1440.000000,2,0,3115.000000,602.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on12,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on4,0,0,24,0,0,1427,1440.000000,2,0,-1.000000,585.100000,baseline,nbiot,60,8664.97570233729,0,tree
+on2,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on5,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on6,0,0,24,0,0,1440,1440.000000,2,0,-1.000000,576.000000,baseline,nbiot,60,8664.97570233729,0,tree
+on8,0,0,24,1,0,255,1440.000000,2,0,17907.000000,602.000000,baseline,nbiot,60,8664.97570233729,0,tree
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,hintandextended,nbiot,180,23875.3493146438,7,knn
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,hintandextended,nbiot,180,23875.3493146438,7,knn
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,hintandextended,nbiot,180,23875.3493146438,7,knn
@@ -805,6 +1572,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,hintandextended,nbio
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,hintandextended,nbiot,180,23875.3493146438,7,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,hintandextended,nbiot,180,23875.3493146438,7,knn
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,hintandextended,nbiot,180,23875.3493146438,7,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,hintandextended,nbiot,180,23875.3493146438,7,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,hintandextended,nbiot,180,23875.3493146438,7,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,hintandextended,nbiot,180,23875.3493146438,7,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,hintandextended,nbiot,180,23875.3493146438,7,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,hintandextended,nbiot,180,23875.3493146438,7,knn
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,hintandextended,nbiot,180,23875.3493146438,7,knn
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,hintandextended,nbiot,180,23875.3493146438,7,knn
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,hintandextended,nbiot,180,23875.3493146438,7,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,hintandextended,nbiot,180,23875.3493146438,7,knn
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,hintandextended,nbiot,180,23875.3493146438,7,knn
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,hintandextended,nbiot,180,23875.3493146438,7,knn
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,hintandextended,nbiot,180,23875.3493146438,7,knn
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,hintandextended,nbiot,180,23875.3493146438,7,knn
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,26217.4338214212,12,knn
@@ -818,6 +1598,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,26217
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,26217.4338214212,12,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,26217.4338214212,12,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,26217.4338214212,12,knn
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,26217.4338214212,12,knn
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,26217.4338214212,12,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,26217.4338214212,12,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,knn
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,extended,nbiot,180,23369.7590769622,9,knn
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,extended,nbiot,180,23369.7590769622,9,knn
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,extended,nbiot,180,23369.7590769622,9,knn
@@ -831,6 +1624,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,extended,nbiot,180,2
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,extended,nbiot,180,23369.7590769622,9,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,extended,nbiot,180,23369.7590769622,9,knn
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,extended,nbiot,180,23369.7590769622,9,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,extended,nbiot,180,23369.7590769622,9,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,extended,nbiot,180,23369.7590769622,9,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,extended,nbiot,180,23369.7590769622,9,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,extended,nbiot,180,23369.7590769622,9,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,extended,nbiot,180,23369.7590769622,9,knn
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,extended,nbiot,180,23369.7590769622,9,knn
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,extended,nbiot,180,23369.7590769622,9,knn
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,extended,nbiot,180,23369.7590769622,9,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,extended,nbiot,180,23369.7590769622,9,knn
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,extended,nbiot,180,23369.7590769622,9,knn
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,extended,nbiot,180,23369.7590769622,9,knn
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,extended,nbiot,180,23369.7590769622,9,knn
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,extended,nbiot,180,23369.7590769622,9,knn
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,28487.7830938115,8,knn
@@ -844,6 +1650,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,28487
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,28487.7830938115,8,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,28487.7830938115,8,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,28487.7830938115,8,knn
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,28487.7830938115,8,knn
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,28487.7830938115,8,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,28487.7830938115,8,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,knn
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,27871.6472379192,11,knn
@@ -857,6 +1676,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,27871
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,27871.6472379192,11,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,27871.6472379192,11,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,27871.6472379192,11,knn
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,27871.6472379192,11,knn
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,27871.6472379192,11,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,27871.6472379192,11,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,knn
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,extended,nbiot,180,22901.9086687423,7,knn
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,extended,nbiot,180,22901.9086687423,7,knn
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,extended,nbiot,180,22901.9086687423,7,knn
@@ -870,6 +1702,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,extended,nbiot,180,2
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,extended,nbiot,180,22901.9086687423,7,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,extended,nbiot,180,22901.9086687423,7,knn
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,extended,nbiot,180,22901.9086687423,7,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,extended,nbiot,180,22901.9086687423,7,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,extended,nbiot,180,22901.9086687423,7,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,extended,nbiot,180,22901.9086687423,7,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,extended,nbiot,180,22901.9086687423,7,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,extended,nbiot,180,22901.9086687423,7,knn
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,extended,nbiot,180,22901.9086687423,7,knn
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,extended,nbiot,180,22901.9086687423,7,knn
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,extended,nbiot,180,22901.9086687423,7,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,extended,nbiot,180,22901.9086687423,7,knn
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,extended,nbiot,180,22901.9086687423,7,knn
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,extended,nbiot,180,22901.9086687423,7,knn
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,extended,nbiot,180,22901.9086687423,7,knn
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,extended,nbiot,180,22901.9086687423,7,knn
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,27745.8252319951,8,knn
@@ -883,6 +1728,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,27745
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,27745.8252319951,8,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,27745.8252319951,8,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,27745.8252319951,8,knn
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,27745.8252319951,8,knn
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,27745.8252319951,8,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,27745.8252319951,8,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,knn
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,hintandextended,nbiot,180,26146.6891755201,10,knn
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,hintandextended,nbiot,180,26146.6891755201,10,knn
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,hintandextended,nbiot,180,26146.6891755201,10,knn
@@ -896,6 +1754,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,hintandextended,nbio
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,hintandextended,nbiot,180,26146.6891755201,10,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,hintandextended,nbiot,180,26146.6891755201,10,knn
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,hintandextended,nbiot,180,26146.6891755201,10,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,hintandextended,nbiot,180,26146.6891755201,10,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,hintandextended,nbiot,180,26146.6891755201,10,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,hintandextended,nbiot,180,26146.6891755201,10,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,hintandextended,nbiot,180,26146.6891755201,10,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,hintandextended,nbiot,180,26146.6891755201,10,knn
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,hintandextended,nbiot,180,26146.6891755201,10,knn
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,hintandextended,nbiot,180,26146.6891755201,10,knn
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,hintandextended,nbiot,180,26146.6891755201,10,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,hintandextended,nbiot,180,26146.6891755201,10,knn
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,hintandextended,nbiot,180,26146.6891755201,10,knn
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,hintandextended,nbiot,180,26146.6891755201,10,knn
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,hintandextended,nbiot,180,26146.6891755201,10,knn
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,hintandextended,nbiot,180,26146.6891755201,10,knn
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,extended,nbiot,180,23831.1879103171,8,knn
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,extended,nbiot,180,23831.1879103171,8,knn
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,extended,nbiot,180,23831.1879103171,8,knn
@@ -909,6 +1780,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,extended,nbiot,180,2
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,extended,nbiot,180,23831.1879103171,8,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,extended,nbiot,180,23831.1879103171,8,knn
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,extended,nbiot,180,23831.1879103171,8,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,extended,nbiot,180,23831.1879103171,8,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,extended,nbiot,180,23831.1879103171,8,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,extended,nbiot,180,23831.1879103171,8,knn
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,extended,nbiot,180,23831.1879103171,8,knn
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,extended,nbiot,180,23831.1879103171,8,knn
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,extended,nbiot,180,23831.1879103171,8,knn
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,extended,nbiot,180,23831.1879103171,8,knn
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,extended,nbiot,180,23831.1879103171,8,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,extended,nbiot,180,23831.1879103171,8,knn
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,extended,nbiot,180,23831.1879103171,8,knn
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,extended,nbiot,180,23831.1879103171,8,knn
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,extended,nbiot,180,23831.1879103171,8,knn
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,extended,nbiot,180,23831.1879103171,8,knn
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,27030.7096498314,10,knn
@@ -922,6 +1806,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,27030
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,27030.7096498314,10,knn
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,27030.7096498314,10,knn
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,27030.7096498314,10,knn
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,27030.7096498314,10,knn
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,27030.7096498314,10,knn
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,27030.7096498314,10,knn
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,knn
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,hintandextended,nbiot,180,23875.3493146438,7,tree
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,hintandextended,nbiot,180,23875.3493146438,7,tree
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,hintandextended,nbiot,180,23875.3493146438,7,tree
@@ -935,6 +1832,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,hintandextended,nbio
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,hintandextended,nbiot,180,23875.3493146438,7,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,hintandextended,nbiot,180,23875.3493146438,7,tree
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,hintandextended,nbiot,180,23875.3493146438,7,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,hintandextended,nbiot,180,23875.3493146438,7,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,hintandextended,nbiot,180,23875.3493146438,7,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,hintandextended,nbiot,180,23875.3493146438,7,tree
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,hintandextended,nbiot,180,23875.3493146438,7,tree
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,hintandextended,nbiot,180,23875.3493146438,7,tree
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,hintandextended,nbiot,180,23875.3493146438,7,tree
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,hintandextended,nbiot,180,23875.3493146438,7,tree
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,hintandextended,nbiot,180,23875.3493146438,7,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,hintandextended,nbiot,180,23875.3493146438,7,tree
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,hintandextended,nbiot,180,23875.3493146438,7,tree
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,hintandextended,nbiot,180,23875.3493146438,7,tree
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,hintandextended,nbiot,180,23875.3493146438,7,tree
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,hintandextended,nbiot,180,23875.3493146438,7,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,26217.4338214212,12,tree
@@ -948,6 +1858,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,26217
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,26217.4338214212,12,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,26217.4338214212,12,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,26217.4338214212,12,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,26217.4338214212,12,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,26217.4338214212,12,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,26217.4338214212,12,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,26217.4338214212,12,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,nbiot,180,23369.7590769622,9,tree
@@ -961,6 +1884,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,baseline,nbiot,180,2
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,baseline,nbiot,180,23369.7590769622,9,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,baseline,nbiot,180,23369.7590769622,9,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,baseline,nbiot,180,23369.7590769622,9,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,baseline,nbiot,180,23369.7590769622,9,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,28487.7830938115,8,tree
@@ -974,6 +1910,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,28487
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,28487.7830938115,8,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,28487.7830938115,8,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,28487.7830938115,8,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,28487.7830938115,8,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,28487.7830938115,8,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,28487.7830938115,8,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,28487.7830938115,8,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,27871.6472379192,11,tree
@@ -987,6 +1936,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,27871
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,27871.6472379192,11,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,27871.6472379192,11,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,27871.6472379192,11,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,27871.6472379192,11,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,27871.6472379192,11,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,27871.6472379192,11,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,27871.6472379192,11,tree
 on6,0,0,24,1,0,475,4389.000000,1,1,8299.600960,1826.450000,extended,nbiot,180,22901.9086687423,7,tree
 on4,0,0,26,1,0,363,4680.000000,1,3,11766.000320,2177.500208,extended,nbiot,180,22901.9086687423,7,tree
 on9,0,0,25,1,0,1102,4500.000000,1,1,25587.000320,2128.250000,extended,nbiot,180,22901.9086687423,7,tree
@@ -1000,6 +1962,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000320,1894.010000,extended,nbiot,180,2
 on3,0,0,25,1,0,1440,4500.000000,1,1,29232.000320,1917.000000,extended,nbiot,180,22901.9086687423,7,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000320,1822.250416,extended,nbiot,180,22901.9086687423,7,tree
 on5,0,0,25,1,0,653,4500.000000,1,1,16301.000640,1916.349792,extended,nbiot,180,22901.9086687423,7,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000320,1817.700416,extended,nbiot,180,22901.9086687423,7,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000320,1801.060416,extended,nbiot,180,22901.9086687423,7,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000320,1783.250000,extended,nbiot,180,22901.9086687423,7,tree
+on12,0,0,25,1,0,294,4500.000000,2,1,6057.000320,2001.500624,extended,nbiot,180,22901.9086687423,7,tree
+on8,0,0,25,1,0,664,4500.000000,2,1,13639.000320,1826.000208,extended,nbiot,180,22901.9086687423,7,tree
+on3,0,0,26,1,0,1279,4680.000000,2,3,28026.000320,2221.505208,extended,nbiot,180,22901.9086687423,7,tree
+on1,0,0,24,1,0,900,4320.000000,2,0,20218.000320,1845.000000,extended,nbiot,180,22901.9086687423,7,tree
+on11,0,0,24,1,0,509,4329.000320,2,0,7488.000320,1948.310544,extended,nbiot,180,22901.9086687423,7,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000320,1815.750416,extended,nbiot,180,22901.9086687423,7,tree
+on4,0,0,25,1,0,2500,4500.000000,2,1,48708.000320,1983.560000,extended,nbiot,180,22901.9086687423,7,tree
+on0,1,12,24,0,0,0,4340.000320,2,0,-1.000000,2048.004288,extended,nbiot,180,22901.9086687423,7,tree
+on10,0,0,25,1,0,1212,4500.000000,2,1,24572.000320,1858.500208,extended,nbiot,180,22901.9086687423,7,tree
+on9,0,0,25,1,0,2341,4500.000000,2,1,48782.600320,1975.760000,extended,nbiot,180,22901.9086687423,7,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,27745.8252319951,8,tree
@@ -1013,6 +1988,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,27745
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,27745.8252319951,8,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,27745.8252319951,8,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,27745.8252319951,8,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,27745.8252319951,8,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,27745.8252319951,8,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,27745.8252319951,8,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,27745.8252319951,8,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,26146.6891755201,10,tree
@@ -1026,6 +2014,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,26146
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,26146.6891755201,10,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,26146.6891755201,10,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,26146.6891755201,10,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,26146.6891755201,10,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,26146.6891755201,10,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,26146.6891755201,10,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,26146.6891755201,10,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,baseline,nbiot,180,23831.1879103171,8,tree
@@ -1039,6 +2040,19 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,baseline,nbiot,180,2
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,baseline,nbiot,180,23831.1879103171,8,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,baseline,nbiot,180,23831.1879103171,8,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,baseline,nbiot,180,23831.1879103171,8,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,baseline,nbiot,180,23831.1879103171,8,tree
 on6,0,0,24,1,0,474,4320.000000,1,0,8298.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
 on4,0,0,24,1,0,210,4320.000000,1,0,4438.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
 on9,0,0,24,0,0,4320,4320.000000,1,0,-1.000000,1728.000000,hint,nbiot,180,27030.7096498314,10,tree
@@ -1052,3 +2066,16 @@ on10,0,0,24,1,0,367,4320.000000,1,0,8258.000000,1754.000000,hint,nbiot,180,27030
 on3,0,0,24,1,0,1440,4320.000000,1,0,29232.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
 on8,0,0,24,1,0,314,4320.000000,1,0,4398.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
 on5,0,0,24,1,0,2641,4320.000000,1,0,52295.000000,1871.000000,hint,nbiot,180,27030.7096498314,10,tree
+on6,0,0,24,1,0,859,4320.000000,2,0,16377.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on7,0,0,24,1,0,117,4320.000000,2,0,2963.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on2,0,0,24,1,0,995,4320.000000,2,0,20058.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on12,0,0,24,1,0,2322,4320.000000,2,0,48708.000000,1776.750000,hint,nbiot,180,27030.7096498314,10,tree
+on8,0,0,24,0,0,4320,4320.000000,2,0,-1.000000,1728.000000,hint,nbiot,180,27030.7096498314,10,tree
+on3,0,0,24,1,0,2160,4320.000000,2,0,45809.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on1,0,0,24,1,0,3401,4320.000000,2,0,70403.000000,1871.000000,hint,nbiot,180,27030.7096498314,10,tree
+on11,0,0,24,1,0,2130,4320.000000,2,0,45745.000000,1774.150000,hint,nbiot,180,27030.7096498314,10,tree
+on5,0,0,24,1,0,0,4320.000000,2,0,3017.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on4,0,0,24,1,0,2880,4320.000000,2,0,59869.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on0,1,11,24,0,0,0,4320.000000,2,0,-1.000000,2069.900000,hint,nbiot,180,27030.7096498314,10,tree
+on10,0,0,24,1,0,3060,4320.000000,2,0,62155.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree
+on9,0,0,24,1,0,2340,4320.000000,2,0,48781.000000,1754.000000,hint,nbiot,180,27030.7096498314,10,tree