Feature Based Performance Evaluation of Support Vector Machine on Binary Classification

2016 ◽  
Author(s):  
Shivani Sharma ◽  
Saurabh Kr. Srivastava
Keyword(s):  
Support Vector Machine ◽  
Performance Evaluation ◽  
Binary Classification ◽  
Support Vector ◽  
Feature Based

scholarly journals Acoustic comparison of electronics disguised voice using Different semitones

2018 ◽  
Vol 7 (2.16) ◽  
pp. 98 ◽  
Author(s):  
Mahesh K. Singh ◽  
A K. Singh ◽  
Narendra Singh
Keyword(s):  
Support Vector Machine ◽  
Acoustic Analysis ◽  
Speaker Identification ◽  
Support Vector ◽  
Acoustic Features ◽  
Acoustic Feature ◽  
Mel Frequency Cepstral Coefficients ◽  
Identification Rate ◽  
Normal Voice ◽  
Feature Based

This paper emphasizes an algorithm that is based on acoustic analysis of electronics disguised voice. Proposed work is given a comparative analysis of all acoustic feature and its statistical coefficients. Acoustic features are computed by Mel-frequency cepstral coefficients (MFCC) method and compare with a normal voice and disguised voice by different semitones. All acoustic features passed through the feature based classifier and detected the identification rate of all type of electronically disguised voice. There are two types of support vector machine (SVM) and decision tree (DT) classifiers are used for speaker identification in terms of classification efficiency of electronically disguised voice by different semitones.  

scholarly journals Entropy-Based Fuzzy Twin Bounded Support Vector Machine for Binary Classification

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 86555-86569 ◽  
Author(s):  
Sugen Chen ◽  
Junfeng Cao ◽  
Zhong Huang ◽  
Chuansheng Shen
Keyword(s):  
Support Vector Machine ◽  
Binary Classification ◽  
Support Vector ◽  
Bounded Support

L1-norm loss-based projection twin support vector machine for binary classification

2019 ◽  
Vol 23 (21) ◽  
pp. 10649-10659 ◽  
Author(s):  
Xiaopeng Hua ◽  
Sen Xu ◽  
Jun Gao ◽  
Shifei Ding
Keyword(s):  
Support Vector Machine ◽  
Binary Classification ◽  
Twin Support Vector Machine ◽  
Support Vector ◽  
L1 Norm
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