This book is a general introduction to machine learning that can serve as a reference
book for researchers and a textbook for students. It covers fundamental modern
topics in machine learning while providing the theoretical basis and conceptual tools
needed for the discussion and justification of algorithms. It also describes several
key aspects of the application of these algorithms.
资源简介:This book is a general introduction to Machine Learning that can serve as a reference book for researchers and a textbook for students. It covers fundamental modern topics in Machine Learning while providing the theoretical basis and concep...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:The past decade has seen an explosion of Machine Learning research and appli- cations; especially, deep Learning methods have enabled key advances in many applicationdomains,suchas computervision,speechprocessing,andgameplaying. However, th...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:MachineLearninghasgreatpotentialforimprovingproducts,processesandresearch.Butcomputers usually do not explain their predictions which is a barrier to the adoption of Machine Learning. This book is about making Machine Learning models and th...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Much has been written concerning the manner in which healthcare is changing, with a particular emphasis on how very large quantities of data are now being routinely collected during the routine care of patients. The use of Machine Learning ...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Machine Learning is about designing algorithms that automatically extract valuable information from data. The emphasis here is on “automatic”, i.e., Machine Learning is concerned about general-purpose methodologies that can be applied to ...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:算法实现:Jieping Ye. Generalized low rank approximations of matrices. Machine Learning, Vol. 61, pp. 167-191, 2005.
上传时间: 2015-08-29
上传用户:invtnewer
资源简介:AdaBoost is an efficient tool in Machine Learning. It can combine a series of weak learners into a strong learner. Besides pattern classification, it also can be applied into feature selection. This document explains the use of AdaBoost.
上传时间: 2013-12-06
上传用户:小宝爱考拉
资源简介:solution mannual of the book-Pattern recognition and Machine Learning!
上传时间: 2014-12-22
上传用户:koulian
资源简介:Machine Learning is a broad and fascinating field. Even today, Machine Learning technology runs a substantial part of your life, often without you knowing it. Any plausible approach to artifi- cial intelligence must involve Learning, at som...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Pattern recognition has its origins in engineering, whereas Machine Learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development ove...
上传时间: 2020-06-10
上传用户:shancjb
资源简介:Machine Learning
上传时间: 2015-02-05
上传用户:来茴
资源简介:Pascal Programs Printed in GENETIC ALGORITHMS IN SEARCH, OPTIMIZATION, AND Machine Learning by David E. Goldberg
上传时间: 2015-04-19
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资源简介:Machine Learning with WEKA: An Introduction (讲义) 关于数据挖掘和机器学习的.
上传时间: 2013-12-27
上传用户:qq521
资源简介:Machine Learning, accuracy estimation, cross-validation, bootstrap, ID3, decision trees, decision graphs, naive-bayes, decision tables, majority, induction algorithms, classifiers, categorizers, general logic diagrams, instance-based ...
上传时间: 2015-07-26
上传用户:赵云兴
资源简介:《Foundations.of.Atlas》配套源代码和PDF格式电子书
上传时间: 2015-09-27
上传用户:cainaifa
资源简介:Learning Kernel Classifiers: Theory and Algorithms, Introduction This chapter introduces the general problem of Machine Learning and how it relates to statistical inference. 1.1 The Learning Problem and (Statistical) Inference It was only a...
上传时间: 2015-10-20
上传用户:aeiouetla
资源简介:介绍随机森林(Random Forest)最早的,最经典文献!LEO BREIMAN.Random Forests.Machine Learning, 45, 5–32, 2001
上传时间: 2015-10-22
上传用户:stvnash
资源简介:YASMET: Yet Another Small MaxEnt Toolkit (Statistical Machine Learning) 由Franz Josef Och编写,一个简短但非常经典的最大熵统计模型实现源码。
上传时间: 2015-11-17
上传用户:xiaodu1124
资源简介:Machine Learning, Neural and Statistical Classification Editors: D. Michie, D.J. Spiegelhalter, C.C. Taylor February 17, 1994
上传时间: 2015-12-14
上传用户:日光微澜
资源简介:Machine Learning Weka 数据变换,给Arff文件加载权值,变换为XRFF文件。
上传时间: 2015-12-16
上传用户:wxhwjf
资源简介:Feature selection is a preprocessing technique frequently used in data mining and Machine Learning tasks. It can reduce dimensionality, remove irrelevant data, increase Learning accuracy, and improve results comprehensibility. FCBF is a fas...
上传时间: 2014-01-19
上传用户:lindor
资源简介:将军——一种新的求解大规模问题的支持向量机程序(软件)。A Large Scale Machine Learning Toolbox
上传时间: 2013-12-14
上传用户:zq70996813
资源简介:booster-tree a Machine Learning method
上传时间: 2014-06-09
上传用户:龙飞艇
资源简介:Pattern Recognition and Machine Learning Bishop-.pdf 非常好的一本书, pattern recognition 必读
上传时间: 2014-05-31
上传用户:qoovoop
资源简介:Foundations of Python Network Programming leads readers through every aspect of client and server programming with Python. Python is a new and innovative scripting language. It is set to replace Perl as the programming language of choice fo...
上传时间: 2013-12-16
上传用户:小码农lz
资源简介:机器学习经典书籍The Elements of Statistical Learning--Data Mining, Inference and Prediction. 作者:Friedman
上传时间: 2014-12-03
上传用户:奇奇奔奔
资源简介:Machine Learning related paper from msra
上传时间: 2016-09-19
上传用户:wyc199288
资源简介:Pattern Recognition and Machine Learning,模式识别与机器学习,这是学习机器学习的一本好书
上传时间: 2016-10-29
上传用户:wqxstar
资源简介:Pattern Recognition and Machine Learning Solutions to the Exercises,模式识别与机器学习的答案
上传时间: 2014-01-13
上传用户:417313137
资源简介:Bishop 经典的Pattern Recognition and Machine Learning的课后题指导 相信对学习模式识别的朋友会有帮助
上传时间: 2013-12-26
上传用户:ynsnjs