Table 3 A confusion matrix displays the number of correctly and incorrectly classified samples for both the majority and minority classes. The diagonal elements represent true positives and true negatives, while the off-diagonal elements indicate misclassifications. This visualization provides insight into how well the classifier distinguishes between classes after applying the proposed resampling.
From: An approach for handling imbalanced datasets using borderline shifting
Predict | |||
|---|---|---|---|
positive | negative | ||
Actual | positive | TP | FN |
negative | FP | TN | |
