AUC_lnK_R_NX,dimRedResult-method {dimRed} | R Documentation |
Calculate the Area under the R_NX(ln K), used in Lee et. al. (2013).
## S4 method for signature 'dimRedResult' AUC_lnK_R_NX(object)
object |
of class dimRedResult |
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
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