Training API Reference

Functions

ChemometricsTools.KFoldsValidation — Method.

KFoldsValidation(K::Int, x, y)

Returns a KFoldsValidation iterator with K folds. Because it's an iterator it can be used in for loops, see the tutorials for pragmatic examples. The iterator returns a 2-Tuple of 2-Tuples which have the following form: ((TrainX,TrainY),(ValidateX,ValidateY).

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ChemometricsTools.LeaveOneOut — Method.

LeaveOneOut(x, y)

Returns a KFoldsValidation iterator with leave one out folds. Because it's an iterator it can be used in for loops, see the tutorials for pragmatic examples. The iterator returns a 2-Tuple of 2-Tuples which have the following form: ((TrainX,TrainY),(ValidateX,ValidateY).

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ChemometricsTools.Shuffle! — Method.

Shuffle!( X, Y )

Shuffles the rows of the X and Y data without replacement in place. In place, means that this function alters the order of the data in memory and this function does not return anything.

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ChemometricsTools.Shuffle — Method.

Shuffle( X, Y )

Shuffles the rows of the X and Y data without replacement. It returns a 2-Tuple of the shuffled set.

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