This is the first comprehensive introduction to Support Vector Machines (SVMs), a new generation learning system based on recent advances in statistical learning theory. SVMs deliver state-of-the-art performance in real-world applications such as text categorisation, hand-written character recognition, image classification, biosequences analysis, etc., and are now established as one of the standard tools for machine learning and data mining. Students will find the book both stimulating and accessible, while practitioners will be guided smoothly through the material required for a good grasp of the theory and its applications. The concepts are introduced gradually in accessible and self-contained stages, while the presentation is rigorous and thorough. Pointers to relevant literature and web sites containing software ensure that it forms an ideal starting point for further study. Equally, the book and its associated web site will guide practitioners to updated literature, new applications, and on-line software.
發表於2024-12-22
An Introduction to Support Vector Machines 2024 pdf epub mobi 電子書 下載
我寫的模式識彆算法庫NPatternRecognizer(http://npatternrecognizer.codeplex.com/) 支持嚮量機那部分就很大程度上參照瞭這本書。
評分我寫的模式識彆算法庫NPatternRecognizer(http://npatternrecognizer.codeplex.com/) 支持嚮量機那部分就很大程度上參照瞭這本書。
評分對比英文版,此中文版的翻譯可以用離譜來形容!我都忍不住想爆粗口瞭!這種垃圾翻譯也齣版!…………………………………………………………………………………………………………………………………………………………………………………………
評分對比英文版,此中文版的翻譯可以用離譜來形容!我都忍不住想爆粗口瞭!這種垃圾翻譯也齣版!…………………………………………………………………………………………………………………………………………………………………………………………
評分對比英文版,此中文版的翻譯可以用離譜來形容!我都忍不住想爆粗口瞭!這種垃圾翻譯也齣版!…………………………………………………………………………………………………………………………………………………………………………………………
圖書標籤: 機器學習 SVM Machine_Learning 數學 TML 計算機科學 計算機 pattern_recognition
chm?
評分chm?
評分nice explanation of algorithm
評分nice explanation of algorithm
評分第七章還行。
An Introduction to Support Vector Machines 2024 pdf epub mobi 電子書 下載