ANN
              precision    recall  f1-score   support

   Secondary       0.50      0.60      0.55         5
     Primary       0.97      0.95      0.96        63

    accuracy                           0.93        68
   macro avg       0.73      0.78      0.75        68
weighted avg       0.93      0.93      0.93        68

Linear Regression
              precision    recall  f1-score   support

   Secondary       0.60      0.60      0.60         5
     Primary       0.97      0.97      0.97        63

    accuracy                           0.94        68
   macro avg       0.78      0.78      0.78        68
weighted avg       0.94      0.94      0.94        68

Ridge Regression
              precision    recall  f1-score   support

   Secondary       0.60      0.60      0.60         5
     Primary       0.97      0.97      0.97        63

    accuracy                           0.94        68
   macro avg       0.78      0.78      0.78        68
weighted avg       0.94      0.94      0.94        68

RidgeCV
              precision    recall  f1-score   support

   Secondary       0.60      0.60      0.60         5
     Primary       0.97      0.97      0.97        63

    accuracy                           0.94        68
   macro avg       0.78      0.78      0.78        68
weighted avg       0.94      0.94      0.94        68

Linear Lasso
              precision    recall  f1-score   support

   Secondary       0.07      1.00      0.14         5
     Primary       0.00      0.00      0.00        63

    accuracy                           0.07        68
   macro avg       0.04      0.50      0.07        68
weighted avg       0.01      0.07      0.01        68

Lasso
              precision    recall  f1-score   support

   Secondary       0.07      1.00      0.14         5
     Primary       0.00      0.00      0.00        63

    accuracy                           0.07        68
   macro avg       0.04      0.50      0.07        68
weighted avg       0.01      0.07      0.01        68

ElasticNet
              precision    recall  f1-score   support

   Secondary       0.07      1.00      0.14         5
     Primary       0.00      0.00      0.00        63

    accuracy                           0.07        68
   macro avg       0.04      0.50      0.07        68
weighted avg       0.01      0.07      0.01        68

BayesianRidge
              precision    recall  f1-score   support

   Secondary       0.60      0.60      0.60         5
     Primary       0.97      0.97      0.97        63

    accuracy                           0.94        68
   macro avg       0.78      0.78      0.78        68
weighted avg       0.94      0.94      0.94        68

Logistic Regression
              precision    recall  f1-score   support

   Secondary       1.00      0.20      0.33         5
     Primary       0.94      1.00      0.97        63

    accuracy                           0.94        68
   macro avg       0.97      0.60      0.65        68
weighted avg       0.94      0.94      0.92        68

SGD
              precision    recall  f1-score   support

   Secondary       0.00      0.00      0.00         5
     Primary       0.93      0.98      0.95        63

    accuracy                           0.91        68
   macro avg       0.46      0.49      0.48        68
weighted avg       0.86      0.91      0.88        68

SVM
              precision    recall  f1-score   support

   Secondary       1.00      0.20      0.33         5
     Primary       0.94      1.00      0.97        63

    accuracy                           0.94        68
   macro avg       0.97      0.60      0.65        68
weighted avg       0.94      0.94      0.92        68

KNN
              precision    recall  f1-score   support

   Secondary       0.00      0.00      0.00         5
     Primary       0.93      1.00      0.96        63

    accuracy                           0.93        68
   macro avg       0.46      0.50      0.48        68
weighted avg       0.86      0.93      0.89        68

Naive Bayes
              precision    recall  f1-score   support

   Secondary       0.60      0.60      0.60         5
     Primary       0.97      0.97      0.97        63

    accuracy                           0.94        68
   macro avg       0.78      0.78      0.78        68
weighted avg       0.94      0.94      0.94        68

Decision Tree
              precision    recall  f1-score   support

   Secondary       0.33      0.20      0.25         5
     Primary       0.94      0.97      0.95        63

    accuracy                           0.91        68
   macro avg       0.64      0.58      0.60        68
weighted avg       0.89      0.91      0.90        68

Bagging
              precision    recall  f1-score   support

   Secondary       0.00      0.00      0.00         5
     Primary       0.93      1.00      0.96        63

    accuracy                           0.93        68
   macro avg       0.46      0.50      0.48        68
weighted avg       0.86      0.93      0.89        68

Random Forest
              precision    recall  f1-score   support

   Secondary       1.00      0.40      0.57         5
     Primary       0.95      1.00      0.98        63

    accuracy                           0.96        68
   macro avg       0.98      0.70      0.77        68
weighted avg       0.96      0.96      0.95        68

Extra Tree
              precision    recall  f1-score   support

   Secondary       1.00      0.40      0.57         5
     Primary       0.95      1.00      0.98        63

    accuracy                           0.96        68
   macro avg       0.98      0.70      0.77        68
weighted avg       0.96      0.96      0.95        68

AdaBoost
              precision    recall  f1-score   support

   Secondary       0.00      0.00      0.00         5
     Primary       0.92      0.95      0.94        63

    accuracy                           0.88        68
   macro avg       0.46      0.48      0.47        68
weighted avg       0.86      0.88      0.87        68

GradientBoosting
              precision    recall  f1-score   support

   Secondary       0.33      0.20      0.25         5
     Primary       0.94      0.97      0.95        63

    accuracy                           0.91        68
   macro avg       0.64      0.58      0.60        68
weighted avg       0.89      0.91      0.90        68

XGBoost
              precision    recall  f1-score   support

   Secondary       1.00      0.40      0.57         5
     Primary       0.95      1.00      0.98        63

    accuracy                           0.96        68
   macro avg       0.98      0.70      0.77        68
weighted avg       0.96      0.96      0.95        68

Voting
              precision    recall  f1-score   support

   Secondary       1.00      0.20      0.33         5
     Primary       0.94      1.00      0.97        63

    accuracy                           0.94        68
   macro avg       0.97      0.60      0.65        68
weighted avg       0.94      0.94      0.92        68

