PatternRecognitionProjects

These are Pattern Recognition Projects for CSE 366 Pattern Recognition Class at Computer Engineering and software systems Ainshams University

List of Projects

1. Breast Cancer (Diagnostic)
2. Statlog (Heart)
3. Clustering ( Iris - Ruspini - German Towns )

List of Algorithms

1. Baysen classifer
2. Linear fisher discriminant
3. Principle Component analysis
4. Perceptron algorithm
5. Support Vector Machine
6. Neural Networks
7. Radial Basis Functions
8. BSAS
9. MSAS
10. K-Mean

Data Sets

All datasets are from The UC Irvine Machine Learning Repository http://archive.ics.uci.edu/ml/index.html

1. Breast Cancer https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Diagnostic)
2. Heart https://archive.ics.uci.edu/ml/datasets/Statlog+%28Heart%29
3. Cluster http://realopt.uqcloud.net/ess_clustering.html

How to Run

1. Use Matlab
2. you should add toolbox of ( Pattern Recognition by Sergios Theodoridis and Konstantinos Koutroumbas) to your paths