R: Method AUC_lnK_R_NX

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]