Keyword : shrinkage estimator


Multiclass Boosting Algorithms for Shrinkage Estimators of Class Probability
Takafumi KANAMORI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2007/12/01
Vol. E90-D  No. 12 ; pp. 2033-2042
Type of Manuscript:  PAPER
Category: Artificial Intelligence and Cognitive Science
Keyword: 
multiclass classificationloss functionsconditional probabilityshrinkage estimatorlearning process
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Analytic Optimization of Shrinkage Parameters Based on Regularized Subspace Information Criterion
Masashi SUGIYAMA Keisuke SAKURAI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2006/08/01
Vol. E89-A  No. 8 ; pp. 2216-2225
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
supervised learninggeneralization capabilitymodel selectionshrinkage estimatorregularized subspace information criterion
 Summary | Full Text:PDF