Kernel Methods for Pattern Analysis pdf epub mobi txt 电子书 下载 2025
- 机器学习
- kernel
- 人工智能
- 模式识别
- 核方法
- pattern_recognition
- 计算机
- 数据挖掘
Kernel methods provide a powerful and unified framework for pattern discovery, motivating algorithms that can act on general types of data (e.g. strings, vectors or text) and look for general types of relations (e.g. rankings, classifications, regressions, clusters). The application areas range from neural networks and pattern recognition to machine learning and data mining. This book, developed from lectures and tutorials, fulfils two major roles: firstly it provides practitioners with a large toolkit of algorithms, kernels and solutions ready to use for standard pattern discovery problems in fields such as bioinformatics, text analysis, image analysis. Secondly it provides an easy introduction for students and researchers to the growing field of kernel-based pattern analysis, demonstrating with examples how to handcraft an algorithm or a kernel for a new specific application, and covering all the necessary conceptual and mathematical tools to do so.
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其说是模式分类的书，不如说是统计的书。数学要好，数理统计要好，模式分类的基础要好，才适合看这本书。
评分其说是模式分类的书，不如说是统计的书。数学要好，数理统计要好，模式分类的基础要好，才适合看这本书。
评分其说是模式分类的书，不如说是统计的书。数学要好，数理统计要好，模式分类的基础要好，才适合看这本书。
评分其说是模式分类的书，不如说是统计的书。数学要好，数理统计要好，模式分类的基础要好，才适合看这本书。
评分其说是模式分类的书，不如说是统计的书。数学要好，数理统计要好，模式分类的基础要好，才适合看这本书。
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看了前两章，简单明了
评分也许是功底不够，读到中间就不想读了，最后几章扫过。
评分看了前两章，简单明了
评分也许是功底不够，读到中间就不想读了，最后几章扫过。
评分也许是功底不够，读到中间就不想读了，最后几章扫过。
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