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There shouldn't be an overlap between the test and training sets. This fix declares a new constant
TrainNum
which corresponds to the number of instances for each class used for training.InstNum
has the meaning of total number of instances for each class. We also need to modify the functions to parse the files so to select different ranges of instances for training and testing.As expected, we obtain slightly lower accuracy scores: