id3's Introduction
IMPORTANT! The first row of the csv file has to be a row with the name of all the attributes in the correct position. What does this contains?: - Runnable jar (ID3.jar) - Csv File (CarData.csv) - Folder with Java classes - Folder with the project - README.txt Classes: - ID3Manager.java: The main class that execute the ID3 algorithm. - ID3Table.java: The class that contains the table with values. - DecisionTree.java: The cclass that contains the output tree. Run: COMMAND: java -jar ID3.jar (path of the csv file) (position of the class column) EXAMPLE: java -jar ID3.jar .\CarData.csv 6 OUTPUT: NODE ( ATTRIBUTES ) : [ CHILDNODES ] ATTRIBUTES and CHILDNODES only appear if NODE is not a leaf. The order of the attributes define the order of the childnodes. EXAMPLE: persons ([2, 4, more] ): [ [unacc , lug_boot ([small, big, med] ): [ [safety ([high, low, med] ): [ [buying ([high, low, vhigh, med] ): [ [maint ([high, low, vhigh, med] ): [ [acc , acc , unacc , acc ] ], doors ([2, 3, 4, 5more] ): [ [acc , acc , acc , acc ] ], unacc , acc ] ], unacc , unacc ] ], unacc , good ] ], unacc ] ]
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