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SVD based dimensionality reduction for efficient web page classification
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Thông tin tài liệu:
This study implements word count function of Vector Space Model and singular value decomposition (SVD) technique of feature extraction based on dimensionality reduction. The proposed system presents an effective pre-processing and dimensionality reduction techniques which help the document classify by using naïve byes algorithm. The experimental results show that the proposed method enhances the performance of document classification.
Nội dung trích xuất từ tài liệu:
SVD based dimensionality reduction for efficient web page classification
Nội dung trích xuất từ tài liệu:
SVD based dimensionality reduction for efficient web page classification
Tìm kiếm theo từ khóa liên quan:
International Journal of computer science & communication networks SVD based dimensionality reduction for efficient web page classification SVD based dimensionality reduction Efficient web page classification Effective pre-processing Singular value decompositionTài liệu liên quan:
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