AUC_lnK_R_NX,dimRedResult-method {dimRed}R Documentation

Method AUC_lnK_R_NX

Description

Calculate the Area under the R_NX(ln K), used in Lee et. al. (2013).

Usage

## S4 method for signature 'dimRedResult'
AUC_lnK_R_NX(object)

Arguments

object

of class dimRedResult

References

Lee, J.A., Renard, E., Bernard, G., Dupont, P., Verleysen, M., 2013. Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation. Neurocomputing. 112, 92-107. doi:10.1016/j.neucom.2012.12.036

See Also

Other Quality scores for dimensionality reduction: LCMC,dimRedResult-method, Q_NX,dimRedResult-method, Q_global,dimRedResult-method, Q_local,dimRedResult-method, R_NX,dimRedResult-method, cophenetic_correlation,dimRedResult-method, distance_correlation,dimRedResult-method, mean_R_NX,dimRedResult-method, quality,dimRedResult-method, reconstruction_error,dimRedResult-method, reconstruction_rmse,dimRedResult-method, total_correlation,dimRedResult-method


[Package dimRed version 0.1.0 Index]