int j data mining and bioinformatics vol 5 no 4 2011 383 maplsc a novel multi class classifier for medical diagnosis mingyu you rui wei zhao and guo zheng li ...
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...Int j data mining and bioinformatics vol no maplsc a novel multi class classifier for medical diagnosis mingyu you rui wei zhao guo zheng li the key laboratory of embedded system service computing ministry education department control science engineering tongji university shanghai china e mail myyou edu cn raywayzhao com gzli corresponding author xiaohua hu college information technology drexel philadelphia pa usa xh abstract analysis clinical records contributes to traditional chinese medicine tcm experience expansion techniques promotion more than two diagnostic classes syndromes in raise popular problem value classification this paper we propose named multiple asymmetric partial least squares attempts be robust facing imbalanced distribution elaborated comparisons with other seven state art methods on datasets four public microarray demonstrate s remarkable improvements keywords posterior probability output reference should made as follows m r w g z x pp biographical notes is lectur...