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Diffstat (limited to 'analytics2')
| -rw-r--r-- | analytics2/analysis.jl | 16 |
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))
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