COMPUTING MACHINE, LEARNING METHOD OF CLASSIFIER, AND ANALYSIS SYSTEM

A computing machine includes: a storage unit that stores learning data; a learning unit that executes learning processing for generating a classifier by using the learning data; and a generation unit that generates the learning data, and the generation unit calculates a feature amount vector handled by the classifier by using the learning data stored in the storage unit, analyzes the distribution ox the learning data in a feature amount space on the basis of the feature amount vector to specify a boundary where the classification result of the classifier changes in the feature amount space, and generates new learning data by using the learning data existing in the vicinity of the boundary.