asreview.models.balance.DoubleBalance.sample
- DoubleBalance.sample(X, y, train_idx)[source]
Resample the training data.
- Parameters:
X (numpy.ndarray) – Complete feature matrix.
y (numpy.ndarray) – Labels for all papers.
train_idx (numpy.ndarray) – Training indices, that is all papers that have been reviewed.
- Returns:
numpy.ndarray,numpy.ndarray – X_train, y_train: the resampled matrix, labels.