International Business Machines Corporation
AUTOMATIC COMBINATORIC FEATURE GENERATION FOR ENHANCED MACHINE LEARNING

Abstract:

An approach is provided that automatically computes a number of feature combinations based on a set of subject matter fields that are selected from a set of subject matter fields and further based on qualifiers that correspond to the selected set of subject matter fields. A model in an artificial intelligence (AI) system is then trained using the computed plurality of feature combinations.