added loopity_loop to run multiple models with stratified k-fold, got stuck in infinite loops and nested dicts

This commit is contained in:
Tanushree Tunstall 2022-03-14 10:36:19 +00:00
parent 69d0c1b557
commit 7aead2d4f4
18 changed files with 287 additions and 62 deletions

29
comp_results Normal file
View file

@ -0,0 +1,29 @@
#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Thu Mar 10 10:59:36 2022
@author: tanu
"""
# numerical
#log_reg (rs)
F1_score 0.713380
MCC 0.376546
Precision 0.687628
Recall 0.747231
Accuracy 0.687293
ROC_curve 0.683199
#log_reg (balanced)
F1_score 0.715106
MCC 0.390225
Precision 0.702629
Recall 0.733445
Accuracy 0.694309
ROC_curve 0.691555
#log_reg (unbalanced)
F1_score 0.713380
MCC 0.376546
Precision 0.687628
Recall 0.747231
Accuracy 0.687293
ROC_curve 0.683199