resampling

package

v0.28.0 Latest Latest Go to latest Published: Jul 6, 2021 License: BSD-3-Clause, BSD-3-Clause Imports: 2 Imported by: 0

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Package resampling provide common interface, constants, and methods for resampling modules.

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const (
	// DefaultK nearest neighbors.
	DefaultK = 5
	// DefaultPercentOver sampling.
	DefaultPercentOver = 100
)

This section is empty.

func WriteSynthetics(ri Interface, file string) (e error)

WriteSynthetics will write synthetic samples in resampling module `ri` into `file`.

type Interface interface {
	GetSynthetics() tabula.DatasetInterface
}

Interface define common methods used by resampling module.

Path	Synopsis
lnsmote Package lnsmote implement the Local-Neighborhood algorithm from the paper, Maciejewski, Tomasz, and Jerzy Stefanowski.	Package lnsmote implement the Local-Neighborhood algorithm from the paper, Maciejewski, Tomasz, and Jerzy Stefanowski.
smote Package smote resamples a dataset by applying the Synthetic Minority Oversampling TEchnique (SMOTE).	Package smote resamples a dataset by applying the Synthetic Minority Oversampling TEchnique (SMOTE).