一本很好的数据挖掘入门教材
Prof. Max Bramer/School of Computing/University of Portsmouth Portsmouth, UK
前言节录
It can be used as a textbook for a taught unit in a degree programme on potentially any of a wide range of subjects including
Computer Science, Business Studies, Marketing, Artificial Intelligence, Bioinformatics and Forensic Science. It is also suitable for use as a self-study book for those in technical or management positions who wish to gain an understanding of the subject that goes beyond the superficial. It goes well beyond the generalities of many introductory books on Data Mining but—unlike many other
books—you will not need a degree and/or considerable fluency in Mathematics to understand it.
Principles of Data Mining.rar
(7.44 MB, 需要: 8 个论坛币)
Using Decision Trees for Classification.pdf
(379.11 KB, 需要: 1 个论坛币)
Text Mining.pdf
(388.81 KB, 需要: 1 个论坛币)
More About Entropy.pdf
(396.56 KB, 需要: 1 个论坛币)
Measuring the Performance of a Classifier.pdf
(343.91 KB, 需要: 1 个论坛币)
Introduction to Data Mining.pdf
(307.57 KB, 需要: 1 个论坛币)
Introduction to Classification Nave Bayes and Nearest Neighbour.pdf
(417.73 KB, 需要: 1 个论坛币)
Inducing Modular Rules for Classification.pdf
(331.12 KB, 需要: 1 个论坛币)
Front Matter.pdf
(266.93 KB)
Estimating the Predictive Accuracy of a Classifier.pdf
(381.33 KB, 需要: 1 个论坛币)
Ensemble Classification.pdf
(317.29 KB, 需要: 1 个论坛币)
Decision Tree Induction Using Frequency Tables for Attribute Selection.pdf
(374.26 KB, 需要: 1 个论坛币)
Decision Tree Induction Using Entropy for Attribute Selection.pdf
(382.45 KB, 需要: 1 个论坛币)
Dealing with Large Volumes of Data.pdf
(530.39 KB, 需要: 1 个论坛币)
Data for Data Mining.pdf
(278.12 KB, 需要: 1 个论坛币)
Continuous Attributes.pdf
(473.19 KB, 需要: 1 个论坛币)
Comparing Classifiers.pdf
(425.88 KB, 需要: 1 个论坛币)
Clustering.pdf
(410.94 KB, 需要: 1 个论坛币)
Back Matter.pdf
(842.07 KB)
Avoiding Overfitting of Decision Trees.pdf
(400.52 KB, 需要: 1 个论坛币)
Association Rule Mining III Frequent Pattern Trees.pdf
(635.51 KB, 需要: 1 个论坛币)
Association Rule Mining II.pdf
(383.36 KB, 需要: 1 个论坛币)
Association Rule Mining I.pdf
(420.09 KB, 需要: 1 个论坛币)


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