{"dataset":"/home/ubuntu/data.csv","feature_count":36,"metrics":{"accuracy":0.8146892655367232,"balanced_accuracy":0.8147324392510955,"best_params":{"class_weight":"balanced","criterion":"gini","max_depth":6,"min_samples_leaf":10},"classification_report":"                  precision    recall  f1-score   support\n\nDropout/Enrolled       0.84      0.78      0.81       443\n        Graduate       0.79      0.85      0.82       442\n\n        accuracy                           0.81       885\n       macro avg       0.82      0.81      0.81       885\n    weighted avg       0.82      0.81      0.81       885\n","confusion_matrix":[[344,99],[65,377]],"cv_f1_macro":0.8352498135625274,"f1_graduate":0.8213507625272332,"f1_macro":0.8144312498082176,"n_test":885,"n_total":4424,"n_train":3539,"pass_rate":0.4993218806509946,"roc_auc":0.8788673482937193,"train_accuracy":0.8669115569369878},"trained_at":"2026-10-19 22:57:57"}