Source code for asreview.models.balance.simple

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from asreview.models.balance.base import BaseBalance


[docs]class SimpleBalance(BaseBalance): """No balancing. Use all training data. """ name = "simple"
[docs] def sample(self, X, y, train_idx, shared): """ Function that does not resample the training set. Arguments --------- X: numpy.ndarray Complete matrix of all samples. y: numpy.ndarray Classified results of all samples. extra_vars: dict: Extra variables that can be passed around between functions. Returns ------- numpy.ndarray: Training samples. numpy.ndarray: Classification of training samples. """ return X[train_idx], y[train_idx]