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METHOD AND APPARATUS FOR ADJUSTING MODEL THRESHOLD OF SUPPORT VECTOR MACHINE FOR TEXT CLASSIFICATION AND FILTERING
METHOD AND APPARATUS FOR ADJUSTING MODEL THRESHOLD OF SUPPORT VECTOR MACHINE FOR TEXT CLASSIFICATION AND FILTERING
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机译:调整用于文本分类和过滤的支持向量机的模型阈值的方法和装置
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摘要
PPROBLEM TO BE SOLVED: To provide a method and an apparatus for setting and/or updating the threshold scores of a learned support vector machine (SVM) model related to fields of computerized information searches and search systems. PSOLUTION: A couple of automatic techniques for adjusting the position of an SVM model based upon a beta-gamma thresholding procedure, cross fold validation and retrofitting is described. This adjustment technique can also be applied to other types of learning methods. PCOPYRIGHT: (C)2006,JPO&NCIPI
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