======================================================= RINGKASAN EVALUASI — XGBoost Scenario 3 ======================================================= Classification Report: precision recall f1-score support nan 0.00 0.00 0.00 18 negatif 0.66 0.69 0.67 205 netral 0.32 0.21 0.25 86 positif 0.84 0.86 0.85 327 accuracy 0.69 636 macro avg 0.45 0.44 0.44 636 weighted avg 0.69 0.69 0.69 636 ROC-AUC (macro) : 0.7847 ROC-AUC (weighted) : 0.8698 Confusion Matrix: Pred: negatif Pred: netral Pred: positif Pred: nan Aktual: negatif 141 23 21 20 Aktual: netral 32 18 28 8 Aktual: positif 29 13 281 4 Aktual: nan 11 3 4 0