ConfusionMatrix

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Wed Jun 24 2026
592 words · 4 minutes

Evaluasi Model Machine Learning: Cross-Validation, Confusion Matrix, ROC Curve, dan Cost-Sensitive Learning

Panduan lengkap evaluasi model ML secara rigorous — dari train/test split, k-fold cross-validation, bootstrap, confusion matrix, precision recall F1, ROC AUC, hingga cost-sensitive evaluation. Plus kappa statistic dan minimum description length principle.

Evaluasi Model Machine Learning: Cross-Validation, Confusion Matrix, ROC Curve, dan Cost-Sensitive Learning