CPC G06N 3/08 (2013.01) [G06N 3/02 (2013.01); G06N 3/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/0631 (2013.01)] | 20 Claims |
1. A computer-implemented method, comprising:
applying a predetermined augmentation to a sample set of training data to create an augmented sample set;
training a model with the augmented sample set;
determining a performance of the trained model;
assigning a weight to the predetermined augmentation based on the determined performance; and
determining whether to apply the predetermined augmentation to a larger training data set before the training data set is applied to the model, based on the weight assigned to the predetermined augmentation.
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