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--- Training --- * createdb.py [database] [attributes] [data] Creates a packed database from an attributes description and the data. All other scripts use this database of attributes and data. The attributes file consists of a set of attribute descriptions, one per line. Each attribute description consists of a name, a colon, then a comma-separated list of possible values. The data file consists of a set of training values, one per line. Each training value consists of a comma-separated list of attributes, in the same order as the attributes file. There should be one extra last column that specifies the class. * gentree.py [database] [tree] Generates the decision tree from the database. --- Utilities --- * dumpdb.py [all|attrs|data] [database] Dumps the given database in the format in which it had been entered. * treetodot.py [tree] [graph.dot] Converts the tree file to the Graphviz DOT format for visualization. --- Classification --- * classify.py --- Misc --- * db.py internal use
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a python decision tree implementation
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