dict

untitled21.py

@@ -0,0 +1,40 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+"""
+Created on Thu Mar 10 18:06:34 2022
+
+@author: tanu
+"""
+models = [
+        ('Logistic Regression'  , log_reg) 
+        , ('K-Nearest Neighbors', knn) 
+        ]
+
+classification_metrics = {
+    'F1_score': []
+    ,'MCC': []
+    ,'Precision': []
+    ,'Recall': []
+    ,'Accuracy': []
+    ,'ROC_curve': []
+    }
+
+folds=[1,2]
+fold_no=1
+fold_dict={}
+for model_name, model in models:
+    fold_dict.update({model_name: {}})
+
+for f in folds:
+    fold=("fold_"+str(fold_no))
+    for model_name, model in models:
+        print("start of model", model_name, "fold: ", fold)
+        fold_dict[model_name].update({fold: {}})
+        fold_dict[model_name][fold].update(classification_metrics)
+
+        print("end of model", model_name, "fold: ", fold)
+        fold_dict[model_name][fold].update({'F1_score': random.randrange(1,10)})
+    fold_no +=1
+    pp.pprint(fold_dict)
+    
+