两个SAS Enterprise Miner 精品课程:
(1)
Applying Data Mining Techniques Using Enterprise Miner Course Notes
Chapter 1 Introduction to Data Mining.
Chapter 2 Predictive Modeling Using Decision Trees
Chapter 3 Predictive Modeling Using Regression
Chapter 4 Variable Selection.
Chapter 5 Predictive Modeling Using Neural Networks
Chapter 6 Model Evaluation and Implementation
Chapter 7 Cluster Analysis
Chapter 8 Association and Sequence Analysis
(2)
Advanced Predictive Modeling Using SAS Enterprise Miner Course Notes
Chapter 1 Advanced Binary Prediction
1.1 Prediction Basics
1.2 Improving Input Selection
1.3 Empirical Logits and Model Adequacy
Chapter 2 Continuous and Multiple Target Prediction
2.1 Introduction
2.2 Generalized Profit Matrices
2.3 Basic Two-Stage Models
2.4 Constructing Component Models
Chapter 3 Prediction Limits
3.1 Profit Variability.


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