Abstract
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.
Original language | English |
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Pages (from-to) | 1251-1255 |
Number of pages | 5 |
Journal | IEICE Transactions on Information and Systems |
Volume | E98D |
Issue number | 6 |
DOIs | |
Publication status | Published - 2015 Jun 1 |
Keywords
- Age-group classification
- Multiclass classification
- Probabilistic classification
- SVM
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Software
- Artificial Intelligence
- Hardware and Architecture
- Computer Vision and Pattern Recognition