发明名称 |
SEMI-SUPERVISED CONFIDENT FEATURE SELECTING APPARATUS |
摘要 |
PURPOSE: A feature selection device with part supervision base reliability is provided to include a plurality of reliable label data and to provide the feature selection based on the label data, thereby improving prediction accuracy of a classification machine. CONSTITUTION: A memory unit(110) stores first labeled data. A classification machine(120) predicts a label of unlabeled data and classifies the predicted label into the unlabeled data and generates second labeled data. A feature selection unit(130) selects a feature based on the first and second labeled data. The feature selection unit selects the feature using the first and second labeled data and a sequential feature selection algorithm.
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申请公布号 |
KR20120095715(A) |
申请公布日期 |
2012.08.29 |
申请号 |
KR20110015205 |
申请日期 |
2011.02.21 |
申请人 |
UNIVERSITY-INDUSTRY COOPERATION GROUP OF KYUNG HEE UNIVERSITY |
发明人 |
LEE, YOUNG KOO;HAN, YONG KOO |
分类号 |
G06F17/21 |
主分类号 |
G06F17/21 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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