Classification of enjoy sport problem using version spaces and the Candidate Elimination algorithm

This paper adopts Version Space and the Candidate Elimination approach to determine whether a person enjoys favorite water sport or not. This algorithm approach uses different kinds of attributes to predict the value of Enjoy Sport of an arbitrary day. We derive Specific hypothesis `S´ and generalized hypotheses `G´ sets which finally results in the version space with all describable consistent hypothesis. In this we also gave the confidence rating for approximating a Boolean-valued function from the given examples.