کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1713063 1013213 2008 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Compression method based on training dataset of SVM
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
پیش نمایش صفحه اول مقاله
Compression method based on training dataset of SVM
چکیده انگلیسی
The method to compress the training dataset of Support Vector Machine (SVM) based on the character of the Support Vector Machine is proposed. First, the distance between the unit in two training datasets, and then the samples that keep away from hyper-plane are discarded in order to compress the training dataset. The time spent in training SVM with the training dataset compressed by the method is shortened obviously. The result of the experiment shows that the algorithm is effective.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Systems Engineering and Electronics - Volume 19, Issue 1, February 2008, Pages 198-201
نویسندگان
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