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[Author] Ji-Sang BAE(1hit)

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  • Multiclass Probabilistic Classification for Support Vector Machines

    Ji-Sang BAE  Jong-Ok KIM  

     
    LETTER-Human-computer Interaction

      Pubricized:
    2015/02/23
      Vol:
    E98-D No:6
      Page(s):
    1251-1255

    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.