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authorLoic Guegan <manzerbredes@mailbox.org>2022-11-10 11:47:31 +0100
committerLoic Guegan <manzerbredes@mailbox.org>2022-11-10 11:47:31 +0100
commitb2ad7e6897077899ce70ecc8a4d994b3adc010ae (patch)
tree7adb955cff30264b11e3e052a848e6979382c2e8 /analytics2
parent22391956eaf4053c24204af289168fd41356ce04 (diff)
Update
Diffstat (limited to 'analytics2')
-rw-r--r--analytics2/analysis.jl16
1 files changed, 0 insertions, 16 deletions
diff --git a/analytics2/analysis.jl b/analytics2/analysis.jl
deleted file mode 100644
index 1347d6e..0000000
--- a/analytics2/analysis.jl
+++ /dev/null
@@ -1,16 +0,0 @@
-using CSV, DataFrames, MLJ, Random
-
-data_csv=DataFrame(CSV.File("../CCGRID2022.csv"))
-data=groupby(data_csv,[:simkey,:wireless,:wakeupfor,:seed])
-data=combine(data,:nDataRcv => sum => :coverage, :energy => sum => :energy)
-
-# Building train/test sets
-train_idx=randsubseq(1:size(data,1),0.80)
-test_idx=setdiff(1:size(data,1),train_idx)
-train_set=data[train_idx,:]
-test_set=data[test_idx,:]
-
-# KNN
-knn=@load KNNClassifier
-y,X=unpack(data,==(:simkey))
-knn_machine=machine(knn(),select(X,Not(:wireless),Not(:seed)),select(data,:seed)) \ No newline at end of file