Question 1

part 1)Explain linear decision bounding for 4 class problem with help of suitable examples and diagram in pattern recognition subject.

part 2) Show the working of K-means clustering algorithm with the help of easy diagram.Explain how the K-means clustering produces a form of stochastic hill climbing in the log likelihood function.