model,Confusion Matrix,Classification Report,Cross-Validation Scores,Mean CV Score,Std Dev CV Score
SVM,[500  71  20  15 558  18  12  45 534],"{'Negatif': {'precision': 0.9487666034155597, 'recall': 0.8460236886632826, 'f1-score': 0.8944543828264758, 'support': 591.0}, 'Netral': {'precision': 0.827893175074184, 'recall': 0.9441624365482234, 'f1-score': 0.8822134387351779, 'support': 591.0}, 'Positif': {'precision': 0.9335664335664335, 'recall': 0.9035532994923858, 'f1-score': 0.9183147033533964, 'support': 591.0}, 'accuracy': 0.8979131415679639, 'macro avg': {'precision': 0.9034087373520592, 'recall': 0.8979131415679639, 'f1-score': 0.8983275083050167, 'support': 1773.0}, 'weighted avg': {'precision': 0.9034087373520592, 'recall': 0.8979131415679639, 'f1-score': 0.8983275083050166, 'support': 1773.0}}","[0.8155668358714044, 0.8217710095882684, 0.8798646362098139, 0.9419063733784546, 0.9187817258883249]",0.8755781161872532,0.0505587229522866
Naïve Bayes,[225 187 179   4 579   8  48  79 464],"{'Negatif': {'precision': 0.8122743682310469, 'recall': 0.38071065989847713, 'f1-score': 0.5184331797235023, 'support': 591.0}, 'Netral': {'precision': 0.685207100591716, 'recall': 0.9796954314720813, 'f1-score': 0.8064066852367688, 'support': 591.0}, 'Positif': {'precision': 0.7127496159754224, 'recall': 0.7851099830795262, 'f1-score': 0.7471819645732689, 'support': 591.0}, 'accuracy': 0.7151720248166948, 'macro avg': {'precision': 0.7367436949327284, 'recall': 0.7151720248166948, 'f1-score': 0.6906739431778467, 'support': 1773.0}, 'weighted avg': {'precision': 0.7367436949327284, 'recall': 0.7151720248166948, 'f1-score': 0.6906739431778467, 'support': 1773.0}}","[0.6802030456852792, 0.6965595036661026, 0.6999435984207558, 0.7439368302312465, 0.7693175408911449]",0.7179921037789059,0.0332281420796022
KNN,[ 97 347 147   1 580  10   3 120 468],"{'Negatif': {'precision': 0.9603960396039604, 'recall': 0.16412859560067683, 'f1-score': 0.28034682080924855, 'support': 591.0}, 'Netral': {'precision': 0.55396370582617, 'recall': 0.9813874788494078, 'f1-score': 0.7081807081807082, 'support': 591.0}, 'Positif': {'precision': 0.7488, 'recall': 0.7918781725888325, 'f1-score': 0.7697368421052632, 'support': 591.0}, 'accuracy': 0.6457980823463056, 'macro avg': {'precision': 0.7543865818100435, 'recall': 0.6457980823463058, 'f1-score': 0.5860881236984067, 'support': 1773.0}, 'weighted avg': {'precision': 0.7543865818100435, 'recall': 0.6457980823463056, 'f1-score': 0.5860881236984066, 'support': 1773.0}}","[0.5640157924421884, 0.5747320924985899, 0.6424139875916526, 0.757473209249859, 0.6728708403835307]",0.6423011844331642,0.0705596154664938