Time Series K-fold Based Cross Validation

class node_crossvalidation.CrossVal_TimeSeriesSplit

Time series cross-validator based on K-fold suitable fortime serie data. In the kth split, it returns first k folds as training set and the (k+1)th fold as test set.

Configuration:

• n_splits

  Number of folds, must be atleast 2

• shuffle

  Shuffle the data before splitting

Inputs:

X : table

X

Y : table

Y

Outputs:

out : [(table, table)]

out