CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD
Abstract & Details
Research Area
Computer Engineering
Keywords
Data mining
classification algorithms
decision tree
patient database
Abstract
In this paper, we proposed the traditional decision tree algorithm and weighted decision tree algorithm. Traditional decision tree algorithm consists of C4.5 and CART algorithms. The weighted decision tree algorithm is to set appropriate weights of training instances based on naïve Bayesian theorem before trying to construct a decision tree model. We compare the proposed weighted decision tree algorithm with traditional C4.5 and CART algorithms. In this paper, traditional decision tree and weighted decision tree algorithms are compared results from both training and testing dataset for heart disease.
License
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Commons
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Khin Lay Myint | University of Computer Studies, Hinthada |
| 2 | Aye Aye Cho | University of Computer Studies, Hinthada |
| 3 | Aye Mon Win | University of Computer Studies, Hinthada |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Myint, Khin Lay, Cho, Aye Aye, & Win, Aye Mon (2019). CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD. International Journal of Advance Research and Innovative Ideas In Education, 5(2), 1936-1940.
MLA Style
Myint, Khin Lay, et al. "CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD." International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, 2019, pp. 1936-1940.
IEEE Style
Khin Lay Myint, Aye Aye Cho, and Aye Mon Win, "CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD," International Journal of Advance Research and Innovative Ideas In Education, vol. 5, no. 2, pp. 1936-1940, 2019.
Vancouver Style
Myint Khin Lay, Cho Aye Aye, Win Aye Mon. CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD. International Journal of Advance Research and Innovative Ideas In Education. 2019;5(2):1936-1940.
Harvard Style
Myint, Khin Lay, Cho, Aye Aye, & Win, Aye Mon (2019) 'CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD', International Journal of Advance Research and Innovative Ideas In Education, 5(2), pp. 1936-1940.
Chicago Style
Myint, Khin Lay, Aye Aye Cho, and Aye Mon Win. "CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 1936-1940.
Turabian Style
Myint, Khin Lay, Aye Aye Cho, and Aye Mon Win. "CLASSIFICATION OF C4.5 AND CART ALGORITHMS USING DECISION TREE METHOD." International Journal of Advance Research and Innovative Ideas In Education 5, no. 2 (2019): 1936-1940.
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