pic: Model Selection & Validation

advantage of cross validation over other methods to evaluate models and preprocessing steps because it $($Select ANY correct answer$)$

validates your model against other types of models.

takes any model, and gives you an ensemble model to use for scoring.

provides statistical stability and reduces the possible influence of favorable sample.

can provide an estimate of the standard deviation of performance rather than only a single point estimate of performance.