Classification

• Reliability diagrams for probability calibration
• Composite classification metrics
• SMOTE for synthetic data augmentation and unbalanced datasets
• Calculating business value of binary classification
• predict_proba probabilities calibration
• Why class balancing can be avoided
• Matthews Correlation Coefficient (MCC) and Brier score
• Precision and Recall visually explained
• The Effect of Class Imbalance on Precision-Recall Curves
• Classification metrics calibration
• binclass-tools for binary classification inspection