Medical Data Mining
- Introduction -1
2-Data
3-lassification: Basic Concepts and Techniques
Basic Concepts and Decision Trees
Model Overfitting
4.Classification: Alternative Techniques
Rule-based Classifier
Nearest Neighbor Classifiers
Naïve Bayes Classifier ,•Support Vector Machine ,•Ensemble Methods ,•Class Imbalance Problem
5-Association Analysis: Basic Concepts and Algorithms
6-Association Analysis: Advanced Concepts
7-Cluster Analysis: Basic Concepts and Algorithms
8-Clu