Introducing you the Question & Answers of Artificial Intelligence. (UNIT-5) in very summarized way. These notes are provided by Mr. ANUJ KHANNA (Assistant Professor), KIOT, Kanpur.
Pattern Recognition:
Introduction of Design principles of pattern recognition system
Statistical Pattern recognition
Parameter estimation methods
Principle Component Analysis (PCA)
Linear Discriminant Analysis (LDA).
Classification Techniques
Nearest Neighbor (NN) Rule
Bayes Classifier
Support Vector Machine (SVM)
K – means clustering
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