CMPS 4450 Data Mining and Visualization
- Introduction
- How to understand your data
- HMM
- How to evaluate your accuracy
- Regression
- Classification----Decision Tree
- Over fitting/Under fitting
- Cross validation
- Classification----KNN
- How to measure the distance between two cluster? ----Hierarchical Clustering
- Clustering----Kmeans
- Clustering Performance Measure