{ "model": "ComplementNB (Naive Bayes)", "best_params": { "clf__alpha": 0.1, "clf__norm": true, "tfidf__min_df": 3, "tfidf__ngram_range": [ 1, 1 ], "tfidf__sublinear_tf": false }, "cv_macro_f1": { "mean": 0.3964, "std": 0.0414 }, "evaluasi_test": { "accuracy": 0.7143, "macro_f1": 0.6746 }, "distribusi_label": { "positif": 19, "netral": 11, "negatif": 4 } }