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discovering knowledge in data: an introduction to data mining
Wiley, 2005
1 INTRODUCTION TO DATA MINING
2 DATA PREPROCESSING
3 EXPLORATORY DATA ANALYSIS
4 STATISTICAL APPROACHES TO ESTIMATION AND PREDICTION
5 k-NEAREST NEIGHBOR ALGORITHM
6 DECISION TREES
7 NEURAL NETWORKS
8 HIERARCHICAL AND k-MEANS CLUSTERING
9 KOHONEN NETWORKS
10 ASSOCIATION RULES
11 MODEL EVALUATION TECHNIQUES
[此贴子已经被作者于2008-4-21 19:46:05编辑过]
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