An Accurate Classification Algorithm with Genetic Algorithm Approach
سال انتشار: 1392
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 603
فایل این مقاله در 13 صفحه با فرمت PDF قابل دریافت می باشد
- صدور گواهی نمایه سازی
- من نویسنده این مقاله هستم
این مقاله در بخشهای موضوعی زیر دسته بندی شده است:
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
JR_IJOCIT-1-3_002
تاریخ نمایه سازی: 16 فروردین 1395
چکیده مقاله:
The importance of employing classifiers with high accuracy in many applications in real life is important. Developmental process to construct the high accuracy classification rules by using the features associated with noisy information and duplication is avoided. Our algorithm is compared with 7 known classification algorithms in 9 different areas of application. Experimental results using several non-parametric statistical tests that are used in classification are investigated. The results show that our algorithm achieves the best competitive accuracy and that’s why it can be recognized as an accurate classifier
کلیدواژه ها:
نویسندگان
Yeganeh Madadi
Department of Computer Science Amirkabir University of Technology Tehran Iran
Mohammad Ebrahim Shiri Ahmadabadi
Department of Computer Science Amirkabir University of Technology Tehran Iran
Yaghoot Madadi
Department of Computer Engineering University of Guilan