saeed/Electrocardiogram
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

training data without x features

Browse Source
This commit is contained in:
Saeed Khosravi
2025-12-06 22:05:19 +01:00
parent 672b4524a9
commit 743db06b29
13 changed files with 568 additions and 8 deletions
Download Patch File Download Diff File Expand all files Collapse all files

3
models/comparison_catboost_lightgbm.csv Normal file
View File

@@ -0,0 +1,3 @@
model,accuracy,f1_macro,f2_macro,recall_macro,precision_macro,f1_class0,f2_class0,recall_class0,precision_class0,f1_class1,f2_class1,recall_class1,precision_class1,TP,TN,FP,FN
catboost,0.9814814814814815,0.8195693865042805,0.8013174756506312,0.7903526990720451,0.8559205703525894,0.9904901243599122,0.9921698350221925,0.9932928107315029,0.9877032096706961,0.6486486486486487,0.6104651162790697,0.5874125874125874,0.7241379310344828,84,4739,32,59
lightgbm,0.9824989824989825,0.8313827758297916,0.814631097485035,0.8044435128903794,0.8640127583880268,0.9910098264687435,0.9925038736965535,0.9935024103961434,0.9885297184567258,0.6717557251908397,0.6367583212735166,0.6153846153846154,0.7394957983193278,88,4740,31,55
1 model accuracy f1_macro f2_macro recall_macro precision_macro f1_class0 f2_class0 recall_class0 precision_class0 f1_class1 f2_class1 recall_class1 precision_class1 TP TN FP FN
2 catboost 0.9814814814814815 0.8195693865042805 0.8013174756506312 0.7903526990720451 0.8559205703525894 0.9904901243599122 0.9921698350221925 0.9932928107315029 0.9877032096706961 0.6486486486486487 0.6104651162790697 0.5874125874125874 0.7241379310344828 84 4739 32 59
3 lightgbm 0.9824989824989825 0.8313827758297916 0.814631097485035 0.8044435128903794 0.8640127583880268 0.9910098264687435 0.9925038736965535 0.9935024103961434 0.9885297184567258 0.6717557251908397 0.6367583212735166 0.6153846153846154 0.7394957983193278 88 4740 31 55