Avoiding the look-ahead pathology of decision tree learning

Keyphrases

• Decision Tree 100%
• Decision Tree Learning 100%
• Splitting Criterion 100%
• Decision Tree Induction 100%
• J48 Algorithm 100%
• Popular 50%
• Negative Effects 50%
• Probability Distribution 50%
• Selection Criteria 50%
• Gain Ratio 50%
• Validation Set 50%
• Accurate Model 50%
• Bounded Depth 50%
• Benchmark Dataset 50%
• C4.5 Algorithm 50%
• Greedy Approach 50%
• Attribute Selection 50%
• Gini Coefficient 50%
• Greedy Strategy 50%
• Look-ahead Algorithm 50%
• Bootstrap Process 50%
• Tree Pathology 50%
• Look-ahead Heuristics 50%
• Weka 50%
• Decision Tree Induction Algorithm 50%
• Unknown Probabilities 50%

Computer Science

• Decision Tree Induction 100%
• Decision Tree 100%
• Splitting Criterion 66%
• Selection Criterion 33%
• Validation Set 33%
• Negative Effect 33%
• Attribute Selection 33%
• Greedy Strategy 33%
• Probability 33%