Multiclass Probabilistic Classification for Support Vector Machines

作者：Bae Ji Sang^*; Kim Jong Ok

来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2015, E98D(6): 1251-1255.

DOI：10.1587/transinf.2014EDL8167

• multiclass classification
• probabilistic classification
• SVM
• age-group classification

Support Vector Machine (SVM) is one of the most widely used classifiers to categorize observations. This classifier deterministically selects a class that has the largest score for a classification output. In this letter, we propose a multiclass probabilistic classification method that reflects the degree of confidence. We apply the proposed method to age group classification and verify the performance.

• 出版日期2015-6