Statistical Mechanical Development of a Sparse Bayesian Classifier
Statistical Mechanical Development of a Sparse Bayesian Classifier
The demand for extracting rules from high dimensional real world data is increasing in various fields. However, the possible redundancy of such data sometimes makes it difficult to obtain a good generalization ability for novel samples. To resolve this problem, we provide a scheme that reduces the effective dimensions of …