Metric

Value

Best Hyperparameters

n_estimators: 100, min_samples_split: 5, min_samples_leaf: 1, max_depth: None, bootstrap: True

Test Accuracy

99.09%

Confusion Matrix

TP: 4613, FP: 37, FN: 45, TN: 4285

Classification Report

Precision: 99%, Recall: 99%, F1-Score: 99%

Feature Importance

Similar detailed analysis as sequential

Execution Time

CPU: 6 min 7 s, Wall: 16 min 38 s