Correspondence Analysis

Autor: Hervé Abdi, Michel Béra

Publikováno v: Encyclopedia of Social Network Analysis and Mining ISBN: 9781461471639

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::017ad60ab73050ecc89a2a5ce83c9c0f
https://doi.org/10.1007/978-1-4939-7131-2_140

Kernel logistic PLS: a tool for supervised nonlinear dimensionality reduction and binary classification

Autor: Michel Béra, Arthur Tenenhaus, Gilbert Saporta, Emmanuel Viennet, Alain Giron, Bernard Fertil

Publikováno v: Computational Statistics and Data Analysis
Computational Statistics and Data Analysis, 2007, 51 (9), pp.4083-4100. ⟨10.1016/j.csda.2007.01.004⟩
Computational Statistics and Data Analysis, Elsevier, 2007, 51 (9), pp.4083-4100. ⟨10.1016/j.csda.2007.01.004⟩

International audience; Kernel logistic PLS" (KL-PLS) is a new tool for supervised nonlinear dimensionality reduction and binary classification. The principles of KL-PLS are based on both PLS latent variables construction and learning with kernels. T

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d2e7656b9899b1624136357594325261
https://doi.org/10.1016/j.csda.2007.01.004