International Business Machines Corporation
VALIDATION OF AI MODELS USING HOLDOUT SETS

Abstract:

A processor may receive an original dataset. The processor may segment, automatically, the original dataset into a plurality of data groups. The plurality of data groups may include a model training dataset and a holdout dataset. The processor may generate a model with the model training dataset. The processor may validate the model with the holdout dataset.