Relationship between the number of epochs and classification performance in binary classification for the Case 0 dataset. The horizontal axis represents the number of elapsed days of the HSC survey, and the vertical dotted line indicates the scale of the number of photometric points that were used as input. The color of each mark in accuracy indicates the band of the added photometric point. The horizontal dashed line indicates the accuracy when using all epochs. (Color online)