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• K-fold cross-validation

K-fold cross-validation

Performs a k-fold cross-validation.

Inputs

• K — Integer

  Number of subsamples to partition the data.

• Data — Tensor

  Data to partition.

Events

On each fold

Triggered K times, one for each fold.

Event outputs:

• Training — Tensor

  Training data, of size Data.size * (k - 1) / k.

• Testing — Tensor

  Testing data, of size Data.size * 1 / k.

On finish

Triggered after all folds have been processed.