diff options
Diffstat (limited to 'analysis/figures')
34 files changed, 66 insertions, 46 deletions
diff --git a/analysis/figures/combined.pdf b/analysis/figures/combined.pdf Binary files differdeleted file mode 100644 index 68e9bd3..0000000 --- a/analysis/figures/combined.pdf +++ /dev/null diff --git a/analysis/figures/days_accuracy.pdf b/analysis/figures/days_accuracy.pdf Binary files differnew file mode 100644 index 0000000..e97946c --- /dev/null +++ b/analysis/figures/days_accuracy.pdf diff --git a/analysis/figures/knn_elbow_NoHintIsFALSE.pdf b/analysis/figures/days_energy.pdf Binary files differindex 2499924..1618261 100644 --- a/analysis/figures/knn_elbow_NoHintIsFALSE.pdf +++ b/analysis/figures/days_energy.pdf diff --git a/analysis/figures/days_f1-score.pdf b/analysis/figures/days_f1-score.pdf Binary files differnew file mode 100644 index 0000000..bdd9bfa --- /dev/null +++ b/analysis/figures/days_f1-score.pdf diff --git a/analysis/figures/delta_coverage_training.pdf b/analysis/figures/delta_coverage_training.pdf Binary files differnew file mode 100644 index 0000000..a1b82e1 --- /dev/null +++ b/analysis/figures/delta_coverage_training.pdf diff --git a/analysis/figures/delta_energy.csv b/analysis/figures/delta_energy.csv index 3b622ef..78ecd38 100644 --- a/analysis/figures/delta_energy.csv +++ b/analysis/figures/delta_energy.csv @@ -1,17 +1,49 @@ -wireless,wakeupfor,policy,slope,intercept -lora,60,baseline,-16.3,-0.7 -lora,60,extended,6.4,-0.5 -lora,60,hint,-14.2,-0.5 -lora,60,hintandextended,10.1,-0.6 -lora,180,baseline,-20.3,0.1 -lora,180,extended,-14.5,0.1 -lora,180,hint,93.9,-2.3 -lora,180,hintandextended,35,0.7 -nbiot,60,baseline,-2.9,-2.4 -nbiot,60,extended,-2.4,-2 -nbiot,60,hint,6.5,-1.5 -nbiot,60,hintandextended,5.3,0.3 -nbiot,180,baseline,-31.6,2.8 -nbiot,180,extended,-36.2,2.7 -nbiot,180,hint,78.1,2.2 -nbiot,180,hintandextended,67.5,0.9 +wireless,wakeupfor,policy,slope,intercept,delta_coverage +lora,60,baseline,-0.5,-1.1,-12.6 +lora,60,extended,0.2,-0.9,-6.4 +lora,60,hint,-0.5,-0.8,-12.6 +lora,60,hintandextended,0.3,-0.9,-5.9 +lora,180,baseline,-0.7,0,-22.7 +lora,180,extended,-0.5,0.1,-14.1 +lora,180,hint,3.1,-3.3,-13.8 +lora,180,hintandextended,1.2,0.7,-13 +nbiot,60,baseline,-0.1,-2.8,-13.9 +nbiot,60,extended,-0.1,-2.6,-10 +nbiot,60,hint,0.2,-1.6,-11.5 +nbiot,60,hintandextended,0.2,0,-8.8 +nbiot,180,baseline,-1.1,3.1,-23 +nbiot,180,extended,-1.2,3,-22.3 +nbiot,180,hint,2.6,2.4,-21.6 +nbiot,180,hintandextended,2.2,1.1,-21.5 +lora,60,baseline,-0.5,-1.1,-12.6 +lora,60,extended,0.2,-0.9,-6.4 +lora,60,hint,-0.5,-0.8,-12.6 +lora,60,hintandextended,0.3,-0.9,-5.9 +lora,180,baseline,-0.7,0,-22.7 +lora,180,extended,-0.5,0.1,-14.1 +lora,180,hint,3.1,-3.3,-13.8 +lora,180,hintandextended,1.2,0.7,-13 +nbiot,60,baseline,-0.1,-2.8,-13.9 +nbiot,60,extended,-0.1,-2.6,-10 +nbiot,60,hint,0.2,-1.6,-11.5 +nbiot,60,hintandextended,0.2,0,-8.8 +nbiot,180,baseline,-1.1,3.1,-23 +nbiot,180,extended,-1.2,3,-22.3 +nbiot,180,hint,2.6,2.4,-21.6 +nbiot,180,hintandextended,2.2,1.1,-21.5 +lora,60,baseline,-0.5,-1.1,-12.6 +lora,60,extended,0.2,-0.9,-6.4 +lora,60,hint,-0.5,-0.8,-12.6 +lora,60,hintandextended,0.3,-0.9,-5.9 +lora,180,baseline,-0.7,0,-22.7 +lora,180,extended,-0.5,0.1,-14.1 +lora,180,hint,3.1,-3.3,-13.8 +lora,180,hintandextended,1.2,0.7,-13 +nbiot,60,baseline,-0.1,-2.8,-13.9 +nbiot,60,extended,-0.1,-2.6,-10 +nbiot,60,hint,0.2,-1.6,-11.5 +nbiot,60,hintandextended,0.2,0,-8.8 +nbiot,180,baseline,-1.1,3.1,-23 +nbiot,180,extended,-1.2,3,-22.3 +nbiot,180,hint,2.6,2.4,-21.6 +nbiot,180,hintandextended,2.2,1.1,-21.5 diff --git a/analysis/figures/delta_energy_coverage.csv b/analysis/figures/delta_energy_coverage.csv new file mode 100644 index 0000000..60d139e --- /dev/null +++ b/analysis/figures/delta_energy_coverage.csv @@ -0,0 +1,17 @@ +wireless,wakeupfor,policy,slope,intercept,delta_coverage +lora,60,baseline,-0.5,-1.1,-12.6 +lora,60,extended,0.2,-0.9,-6.4 +lora,60,hint,-0.5,-0.8,-12.6 +lora,60,hintandextended,0.3,-0.9,-5.9 +lora,180,baseline,-0.7,0,-22.7 +lora,180,extended,-0.5,0.1,-14.1 +lora,180,hint,3.1,-3.3,-13.8 +lora,180,hintandextended,1.2,0.7,-13 +nbiot,60,baseline,-0.1,-2.8,-13.9 +nbiot,60,extended,-0.1,-2.6,-10 +nbiot,60,hint,0.2,-1.6,-11.5 +nbiot,60,hintandextended,0.2,0,-8.8 +nbiot,180,baseline,-1.1,3.1,-23 +nbiot,180,extended,-1.2,3,-22.3 +nbiot,180,hint,2.6,2.4,-21.6 +nbiot,180,hintandextended,2.2,1.1,-21.5 diff --git a/analysis/figures/delta_energy_training.pdf b/analysis/figures/delta_energy_training.pdf Binary files differnew file mode 100644 index 0000000..eaa8e85 --- /dev/null +++ b/analysis/figures/delta_energy_training.pdf diff --git a/analysis/figures/dimension_coverage.pdf b/analysis/figures/dimension_coverage.pdf Binary files differdeleted file mode 100644 index 4081087..0000000 --- a/analysis/figures/dimension_coverage.pdf +++ /dev/null diff --git a/analysis/figures/dimension_efficiency.pdf b/analysis/figures/dimension_efficiency.pdf Binary files differdeleted file mode 100644 index bc639e4..0000000 --- a/analysis/figures/dimension_efficiency.pdf +++ /dev/null diff --git a/analysis/figures/dimension_energy-coverage-policy.pdf b/analysis/figures/dimension_energy-coverage-policy.pdf Binary files differdeleted file mode 100644 index a0f62c2..0000000 --- a/analysis/figures/dimension_energy-coverage-policy.pdf +++ /dev/null diff --git a/analysis/figures/dimension_energy-coverage-wakeupfor.pdf b/analysis/figures/dimension_energy-coverage-wakeupfor.pdf Binary files differdeleted file mode 100644 index 99607a5..0000000 --- a/analysis/figures/dimension_energy-coverage-wakeupfor.pdf +++ /dev/null diff --git a/analysis/figures/dimension_energy-coverage.pdf b/analysis/figures/dimension_energy-coverage.pdf Binary files differdeleted file mode 100644 index 76d9306..0000000 --- a/analysis/figures/dimension_energy-coverage.pdf +++ /dev/null diff --git a/analysis/figures/dimension_energy.pdf b/analysis/figures/dimension_energy.pdf Binary files differdeleted file mode 100644 index 5a5b51c..0000000 --- a/analysis/figures/dimension_energy.pdf +++ /dev/null diff --git a/analysis/figures/f1_scores_offline.csv b/analysis/figures/f1_scores_offline.csv deleted file mode 100644 index fa754ff..0000000 --- a/analysis/figures/f1_scores_offline.csv +++ /dev/null @@ -1,3 +0,0 @@ -model,f1_baseline,f1_hint,f1_extended,f1_hintandextended,accuracy -knn,0.88,NA,0.89,0.91,0.81 -tree,0.93,NA,0.86,0.92,0.83 diff --git a/analysis/figures/f1_scores_offline_ignoreHINTFALSE.csv b/analysis/figures/f1_scores_offline_ignoreHINTFALSE.csv deleted file mode 100644 index 6f8b376..0000000 --- a/analysis/figures/f1_scores_offline_ignoreHINTFALSE.csv +++ /dev/null @@ -1,3 +0,0 @@ -model,f1_baseline,f1_hint,f1_extended,f1_hintandextended,accuracy -knn,0.83,0.73,0.9,0.79,0.69 -tree,0.9,0.75,0.86,0.79,0.7 diff --git a/analysis/figures/f1_scores_offline_ignoreHINTTRUE.csv b/analysis/figures/f1_scores_offline_ignoreHINTTRUE.csv deleted file mode 100644 index fa754ff..0000000 --- a/analysis/figures/f1_scores_offline_ignoreHINTTRUE.csv +++ /dev/null @@ -1,3 +0,0 @@ -model,f1_baseline,f1_hint,f1_extended,f1_hintandextended,accuracy -knn,0.88,NA,0.89,0.91,0.81 -tree,0.93,NA,0.86,0.92,0.83 diff --git a/analysis/figures/knn.csv b/analysis/figures/knn.csv deleted file mode 100644 index 3b5cc10..0000000 --- a/analysis/figures/knn.csv +++ /dev/null @@ -1,2 +0,0 @@ -f1_baseline -0.905147752632288 diff --git a/analysis/figures/knn_elbow_NoHintIsTRUE.pdf b/analysis/figures/knn_elbow_NoHintIsTRUE.pdf Binary files differdeleted file mode 100644 index 7737b06..0000000 --- a/analysis/figures/knn_elbow_NoHintIsTRUE.pdf +++ /dev/null diff --git a/analysis/figures/months_accuracy.pdf b/analysis/figures/months_accuracy.pdf Binary files differdeleted file mode 100644 index 3bf5b94..0000000 --- a/analysis/figures/months_accuracy.pdf +++ /dev/null diff --git a/analysis/figures/months_energy.pdf b/analysis/figures/months_energy.pdf Binary files differdeleted file mode 100644 index 7a5bb39..0000000 --- a/analysis/figures/months_energy.pdf +++ /dev/null diff --git a/analysis/figures/months_f1-score.pdf b/analysis/figures/months_f1-score.pdf Binary files differdeleted file mode 100644 index 1880ffb..0000000 --- a/analysis/figures/months_f1-score.pdf +++ /dev/null diff --git a/analysis/figures/months_knn.pdf b/analysis/figures/months_knn.pdf Binary files differdeleted file mode 100644 index 2eab11f..0000000 --- a/analysis/figures/months_knn.pdf +++ /dev/null diff --git a/analysis/figures/months_tree.pdf b/analysis/figures/months_tree.pdf Binary files differdeleted file mode 100644 index 60fe389..0000000 --- a/analysis/figures/months_tree.pdf +++ /dev/null diff --git a/analysis/figures/random_inputs_NoHintIsFALSE.pdf b/analysis/figures/random_inputs_NoHintIsFALSE.pdf Binary files differdeleted file mode 100644 index 450a430..0000000 --- a/analysis/figures/random_inputs_NoHintIsFALSE.pdf +++ /dev/null diff --git a/analysis/figures/random_inputs_NoHintIsTRUE.pdf b/analysis/figures/random_inputs_NoHintIsTRUE.pdf Binary files differdeleted file mode 100644 index 61098e0..0000000 --- a/analysis/figures/random_inputs_NoHintIsTRUE.pdf +++ /dev/null diff --git a/analysis/figures/sim_dimension_coverage_NO_HINT.pdf b/analysis/figures/sim_dimension_coverage_NO_HINT.pdf Binary files differdeleted file mode 100644 index 096e285..0000000 --- a/analysis/figures/sim_dimension_coverage_NO_HINT.pdf +++ /dev/null diff --git a/analysis/figures/sim_dimension_coverage_WITH_HINT.pdf b/analysis/figures/sim_dimension_coverage_WITH_HINT.pdf Binary files differdeleted file mode 100644 index 567ec38..0000000 --- a/analysis/figures/sim_dimension_coverage_WITH_HINT.pdf +++ /dev/null diff --git a/analysis/figures/sim_dimension_energy_NO_HINT.pdf b/analysis/figures/sim_dimension_energy_NO_HINT.pdf Binary files differdeleted file mode 100644 index 7a8129f..0000000 --- a/analysis/figures/sim_dimension_energy_NO_HINT.pdf +++ /dev/null diff --git a/analysis/figures/sim_dimension_energy_WITH_HINT.pdf b/analysis/figures/sim_dimension_energy_WITH_HINT.pdf Binary files differdeleted file mode 100644 index cfdbf83..0000000 --- a/analysis/figures/sim_dimension_energy_WITH_HINT.pdf +++ /dev/null diff --git a/analysis/figures/sim_results_NO_HINT.csv b/analysis/figures/sim_results_NO_HINT.csv deleted file mode 100644 index bb766bd..0000000 --- a/analysis/figures/sim_results_NO_HINT.csv +++ /dev/null @@ -1,9 +0,0 @@ -wireless,wakeupfor,model,mean_energy,mean_coverage,sd_energy,sd_coverage -lora,60,knn,-32.58,-0.06,98.03,0.72 -lora,60,tree,-155.83,-0.98,119.03,0.87 -lora,180,knn,-1125.21,5.26,99.11,0.22 -lora,180,tree,-1659.57,2.44,199.05,0.44 -nbiot,60,knn,-497.99,0.32,52.86,0.3 -nbiot,60,tree,-520.09,-0.09,60.35,0.34 -nbiot,180,knn,12.46,2.32,149.98,0.17 -nbiot,180,tree,-284.82,2.18,257.4,0.29 diff --git a/analysis/figures/sim_results_WITH_HINT.csv b/analysis/figures/sim_results_WITH_HINT.csv deleted file mode 100644 index b029bef..0000000 --- a/analysis/figures/sim_results_WITH_HINT.csv +++ /dev/null @@ -1,9 +0,0 @@ -wireless,wakeupfor,model,mean_energy,mean_coverage,sd_energy,sd_coverage -lora,60,knn,-171.89,-0.78,119.98,0.88 -lora,60,tree,-207.11,-1.05,123.19,0.9 -lora,180,knn,-2629.47,0.11,202.56,0.44 -lora,180,tree,-2924.29,-1.44,172.87,0.38 -nbiot,60,knn,-560.44,-0.53,67.91,0.38 -nbiot,60,tree,-521.77,0.19,61.78,0.35 -nbiot,180,knn,-1543.86,1.51,377.76,0.43 -nbiot,180,tree,-1874.18,1.36,357.03,0.41 diff --git a/analysis/figures/tree_FALSE.pdf b/analysis/figures/tree_FALSE.pdf Binary files differdeleted file mode 100644 index 8ecbe5d..0000000 --- a/analysis/figures/tree_FALSE.pdf +++ /dev/null diff --git a/analysis/figures/tree_TRUE.pdf b/analysis/figures/tree_TRUE.pdf Binary files differdeleted file mode 100644 index 95f9025..0000000 --- a/analysis/figures/tree_TRUE.pdf +++ /dev/null |