bachtn / decision_tree

- implentation of the decision tree algorithm, different split critereon, some prune algorithm

decision_tree

• Implementation of decision tree algorithm
• Multiple Split metrics (entropy (Information gain, Gain Ratio), gini impurity)
• Pruning algorithms (Naive pruning, Reduced Error Pruning (REP))
• Benchmark of multiple algorithms