Machine Learning, Neural and Statistical Classification.pdf

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描述
Machine Learning, Neural and Statistical
Classification
Editors: D. Michie, D.J. Spiegelhalter, C.C. Taylor
February 17, 1994
Contents
1 Introduction 1
1.1 INTRODUCTION
















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1.2 CLASSIFICATION















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1.3 PERSPECTIVES ON CLASSIFICATION









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1.3.1 Statistical approaches 












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1.3.2 Machine learning













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1.3.3 Neural networks














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1.3.4 Conclusions















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1.4 THE STATLOG PROJECT 












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1.4.1 Quality control 














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1.4.2 Caution in the interpretations of comparisons 





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1.5 THE STRUCTURE OF THIS VOLUME









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2 Cla
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