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AKTU Notes: Artificial Intelligence NCS -702 UNIT – 5 Notes

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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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