Keyword : kernel logistic regression


Improving the Accuracy of Least-Squares Probabilistic Classifiers
Makoto YAMADA Masashi SUGIYAMA Gordon WICHERN Jaak SIMM 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/06/01
Vol. E94-D  No. 6 ; pp. 1337-1340
Type of Manuscript:  LETTER
Category: Pattern Recognition
Keyword: 
least-squares probabilistic classifierkernel logistic regressiondensity ratioPASCAL VOC 2010freesound
 Summary | Full Text:PDF(114.6KB)

Superfast-Trainable Multi-Class Probabilistic Classifier by Least-Squares Posterior Fitting
Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/10/01
Vol. E93-D  No. 10 ; pp. 2690-2701
Type of Manuscript:  Special Section PAPER (Special Section on Data Mining and Statistical Science)
Category: 
Keyword: 
probabilistic classificationkernel logistic regressionclass-posterior probabilitysquared-loss
 Summary | Full Text:PDF(1.2MB)