Relationships Among Various Parameters for Decision Tree Optimization

2013 ◽  
pp. 393-410 ◽  
Author(s):  
Shahid Hussain
Keyword(s):  
Decision Tree ◽  
Tree Optimization

A Pruning Method Based on Conditional Misclassification

2010 ◽  
Vol 44-47 ◽  
pp. 3448-3452
Author(s):  
Wei Xiang Xu ◽  
Jing Xu ◽  
Xu Min Liu ◽  
Rui Dong
Keyword(s):  
Decision Tree ◽  
Great Influence ◽  
Pruning Method ◽  
C4.5 Algorithm ◽  
Tree Optimization

The methods of pruning have great influence on the effect of the decision tree. By researching on the pruning method based on misclassification, introduced the conception of condition misclassification and improved the standard of pruning. Propose the conditional misclassification pruning method for decision tree optimization and apply it in C4.5 algorithm. The experiment result shows that the condition misclassification pruning can avoid over pruned problem and non-enough pruned problem to some extent and improve the accurate of classification.

scholarly journals Decision Tree Optimization in C4.5 Algorithm Using Genetic Algorithm

2019 ◽  
Vol 1255 ◽  
pp. 012012 ◽  
Author(s):  
Irfan Sudahri Damanik ◽  
Agus Perdana Windarto ◽  
Anjar Wanto ◽  
Poningsih ◽  
Sundari Retno Andani ◽  
...  
Keyword(s):  
Genetic Algorithm ◽  
Decision Tree ◽  
C4.5 Algorithm ◽  
Tree Optimization

Non-Greedy Algorithms for Decision Tree Optimization: An Experimental Comparison

2021 ◽  
Author(s):  
Arman Zharmagambetov ◽  
Suryabhan Singh Hada ◽  
Magzhan Gabidolla ◽  
Miguel A. Carreira-Perpinan
Keyword(s):  
Decision Tree ◽  
Greedy Algorithms ◽  
Experimental Comparison ◽  
Tree Optimization

scholarly journals Decision Tree Optimization in Data Mining with Support and Confidence

2019 ◽  
Vol 1255 ◽  
pp. 012056
Author(s):  
Relita Buaton ◽  
Herman Mawengkang ◽  
Muhammad Zarlis ◽  
Syahril Effendi ◽  
Akim Manaor Hara Pardede ◽  
...  
Keyword(s):  
Data Mining ◽  
Decision Tree ◽  
Tree Optimization

Information classification algorithm based on decision tree optimization

2018 ◽  
Vol 22 (S3) ◽  
pp. 7559-7568 ◽  
Author(s):  
Hongbin Wang ◽  
Tong Wang ◽  
Yucai Zhou ◽  
Lianke Zhou ◽  
Huafeng Li
Keyword(s):  
Decision Tree ◽  
Classification Algorithm ◽  
Information Classification ◽  
Tree Optimization
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