Yuzuru Okajima

Efficient Bayes Risk Estimation for Cost-Sensitive Classification

In some real world applications, acquiring covariates for classification can be cost-intensive and should be limited as much as possible. For example, in the medical setting, a doctor cannot just perform all possible types of tests to classify whether the patient has diabetes or not. The decision of…