Differential Private Multiple Classification Algorithm for SVM

2018 ◽  
Author(s):  
Han Wang ◽  
Shuyu Li
Keyword(s):  
Classification Algorithm ◽  
Multiple Classification

Research of Web-Page Multi-Class Classification System Based on Support Vector Machine

2015 ◽  
Vol 713-715 ◽  
pp. 2312-2316
Author(s):  
Feng Chen ◽  
Rong Chen ◽  
Gen Cheng Wang
Keyword(s):  
Support Vector Machine ◽  
Classification Algorithm ◽  
Classification Model ◽  
Support Vector ◽  
Web Page ◽  
Web Documents ◽  
Web Page Classification ◽  
Multiple Classification ◽  
Multi Class Classification ◽  
Page Classification

A Chinese web-page classification algorithm based on SVM including the important aspects of text preprocessing, feature selection and multiple-Classification algorithm. In this paper, based on the analyses of features of Web documents, this paper does research the approach of classification in Support Vector Machine (SVM) and select of Kernel function. Furthermore, a web-page classification model and algorithm that is based on Binary Tree SVM is presented. The experiments show that it not only reduces the size of train set, but also has very high training efficiency. Its precision and recall are better.

Plant Traits Response to Grazing Exclusion by Fencing Assessed via Multiple Classification Approach: A Case from a Subalpine Meadow

2019 ◽  
Vol 67 (1) ◽  
pp. 33 ◽  
Author(s):  
Wen Jin Li ◽  
Shuang Shuang Liu ◽  
Jin Hua Li ◽  
Ru Lan Zhang ◽  
Ka Zhuo Cai Rang ◽  
...  
Keyword(s):  
Plant Traits ◽  
Classification Approach ◽  
Grazing Exclusion ◽  
Subalpine Meadow ◽  
Multiple Classification

A Multi-Label Classification Algorithm Based on Random Walk Model

2010 ◽  
Vol 33 (8) ◽  
pp. 1418-1426 ◽  
Author(s):  
Wei ZHENG ◽  
Chao-Kun WANG ◽  
Zhang LIU ◽  
Jian-Min WANG
Keyword(s):  
Random Walk ◽  
Classification Algorithm ◽  
Random Walk Model
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