Cross-validation Definition,
Cross-validation techniques,
Validation Set Approach,
Leave-P-out cross-validation,
Leave one out cross-validation,
K-fold cross-validation,
Stratified k-fold cross-validation,
Hold out cross-validation,
Machine Learning Model evaluation metrics,
Confusion Matrix,
Precision,
Recall,
F1-measure,
Accuracy,
Area under ROC curve,
True Positive, TP,
False Positive, FP,
True Negative, TN,
False Negative, FN,
True Positive Rate, TPR,
False Positive Rate, FPR,
Specificity,
Sensitivity,
Misclassification Rate