CS464 Introduction to Machine Learning Fall 2009 Programming Assignment 1 – Decision Tree Learning Due Date: November 4, 2009 In this programming assignment, you are going to implement decision tree algorithm ID3. Your program is going to use three input files: functionAttributes.txt – This file should contain the information about the attributes of the target function (including target attribute). This file contains exactly N lines for a function with N attributes (including target attribute). The first line should contain information about target attribute, the second line contains the information about the first attribute, the third line contains the information about the second attribute, and so on. The first line contains the possible number of values for the target attribute (a value > 1), and possible values for the target attribute. For example, if the target function is a boolean function, the first line will be: 2 yes no
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