- Mean
- Median
- Mode
- Preprocessing of data
- Distance measures
- Association Rule Mining -
- Apriori Algorithm
- FP growth tree
- Symmetric Measures
- Asymmetric Measures
- Decision Tree Classifier
- Hunt's Algorithm
- K nearest neighbour
- Modified Nearest Neighbour
- K-means clustering
- Dendogram
- Bisecting Kmeans
- DBSCAN
https://www-users.cs.umn.edu/~kumar001
http://www.svcl.ucsd.edu/courses/ece271B-F09/handouts/Dimensionality2.pdf