Computer-readable recording medium storing determination program, determination apparatus, and determination method

Abstract

A process includes processing first and third data based on a bias of the first and third data with reference to an attribute, respectively, updating a first machine-learning-model based on second data obtained by the processing of the first data, and generating a second machine-learning-model by the updating of the first machine-learning-model, obtaining prediction-results by inputting, to the second machine-learning-model, fourth data obtained by the processing of the third data, determining ground-truths of the fourth data by clustering features of the fourth data, determining accuracy of the second machine-learning-model based on the prediction-results and the ground-truths, identifying, based on a difference between the first and second data, the attribute processed with a processing-amount larger than a predetermined-threshold, identifying a contribution-magnitude of the attribute to an inference-result of the second machine-learning-model, and determining, based on the contribution-magnitude, an influence-degree when the second machine-learning-model is trained by the second data.