AUC_lnK_R_NX,dimRedResult-method: Method AUC_lnK_R_NX
Description
Calculate the Area under the R_NX(ln K), used in Lee et. al. (2013).
Usage
"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_rmse,dimRedResult-method,
total_correlation,dimRedResult-method