INFORMATION PROCESSING DEVICE, ESTIMATOR GENERATION METHOD, AND PROGRAM

摘要

PROBLEM TO BE SOLVED: To make it possible to generate an estimator with higher performance.

SOLUTION: Provided is an information processing device including: a feature amount vector calculation part that inputs input data to a plurality of basis functions to calculate a feature amount vector whose element is the output value of each basis function when the input data and a plurality of learning data composed of an objective variable corresponding to the input data are given; a distribution adjustment part that adjusts the distribution of a point identified by the feature amount vector in a feature amount space so that the distribution of the point approaches a predetermined distribution; and a function generation part that generates an estimation function that outputs the estimation value of the objective variable according to the input of the feature amount vector for the plurality of learning data.

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