Kernel Methods for Pattern Analysis 2024 pdf epub mobi 电子书

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发表于2024-12-31

Kernel Methods for Pattern Analysis 2024 pdf epub mobi 电子书

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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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出版者:Cambridge University Press

作者:John Shawe-Taylor

出品人:

页数:476

译者:

出版时间:2004-6-28

价格:USD 99.00

装帧:Hardcover

isbn号码:9780521813976

丛书系列:

图书标签: 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 for Pattern Analysis 2024 pdf epub mobi 电子书图书描述

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.

Kernel Methods for Pattern Analysis 2024 pdf epub mobi 电子书

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