Analysis of Variance (ANOVA)
ANOVA evaluates whether the means of a numerical target variable differ significantly across groups defined by a categorical feature.
- Computes the F-statistic and associated p values.
- Determines if group-level differences are statistically significant.
- Useful for Feature Selection in classification tasks where categorical features may influence the target.