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The order of samples in the data matrix is randomly permuted. The relationship between the samples and the sample meta data is maintained.

Usage

permute_sample_order(number_of_permutations = 10, ...)

Arguments

number_of_permutations

(numeric, integer) The number of times the sample order is permuted. The default is 10.

...

Additional slots and values passed to struct_class.

Value

A permute_sample_order object with the following output slots:

results(data.frame)
metric(data.frame)
metric.train(numeric)

Inheritance

A permute_sample_order object inherits the following struct classes:

[permute_sample_order] >> [resampler] >> [iterator] >> [struct_class]

Examples

M = permute_sample_order(
      number_of_permutations = 100)

C = permute_sample_order()