1. Inferential loss: Quality of the model produced by an inducer as detected through inferential loss evaluated over a holdout validation data set Dval ≡ D \ Dtrain 2. Model loss: “Size” of the model under a specified coding or representation 3. Ordering loss: Inference/classificationindependent and model-independent measure of data quality given only training and validation data D and hyperpar...
