Author :Dr. Thyagaraju G S , Context Innovations Lab

Problem : Implement and demonstrate the FIND-S algorithm for finding the most specific hypothesis based on a given set of training data samples. Read the training data from a .CSV file.

Algorithm : Find-S, a Maximally Specific Hypothesis Learning Algorithm

Step1: Initialize h to the most specific hypothesis in H Step2: For each positive training instance x For each attribute constraint ai in h If the constraint ai in h is satisfied by x then do nothing else replace ai in h by the next more general constraint that is satisfied by x Step3 : Output hypothesis h

Reference : Machine Learning , Tom M Mitchell