- Sensitivity and Specificity
- True and False Positives and Negatives
- Predictive Value and Positive Predictive Value
- Parametric vs. Non-Parametric
- Correlation Coefficient (R) and R-Squared
- Regression
- ROC curve (aka area under the curve)
Accuracy , Precision , Recall, Confusion matrices, ROC curve, Specificity, Sensitivity, Misclasfication cost Variable selection, Law of Parsimony, Occam's Razor