RandomForestClassifier_trained_pipeline_scores.txt

Problem: Classification
model's name: RandomForestClassifier
              precision    recall  f1-score   support

           N       0.84      0.87      0.85        30
           P       0.86      0.83      0.85        30

    accuracy                           0.85        60
   macro avg       0.85      0.85      0.85        60
weighted avg       0.85      0.85      0.85        60

Accuracy score: 0.85000
F1 score: 0.847
Auc score: 0.850
Overfit estimation with different {:?f}
0.0
0.02
0.016
0.0161
Learning curve with different {:?f} for the overall mean value
0.1
0.12
0.117
0.1174
Learning curve with different {:?f} for the last value
0.1
0.09
0.085
0.0854