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G192120 Pages:2

PART C
Answer any two full questions, each carries 20 marks.
How does a multi-layer perceptron solve the nonlinear classification problem?

Compare between Bagging and Boosting algorithms.

Describe artificial neural network with a diagram.

Explain various criterion functions used in clustering.

Illustrate the k-means algorithm in a pattern recognition systems

Describe methods for cluster validation.

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