An implementation of a ID3/C4.5 hybrid algorithm. Achieves ~85% accuracy post-pruning on the validation set.
More info on the assignment can be found here http://www.cs.northwestern.edu/~ddowney/courses/349_Winter2014/pset2.html
Basic decision tree implementation in python, exercise for Northwestern EECS 349: Machine Learning course
Python
An implementation of a ID3/C4.5 hybrid algorithm. Achieves ~85% accuracy post-pruning on the validation set.
More info on the assignment can be found here http://www.cs.northwestern.edu/~ddowney/courses/349_Winter2014/pset2.html