GitHub

c45-trees

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical ...
The Straits Times

Sarah Storey wins 19th Paralympic gold medal in women’s C4-5 road race to extend British record

Sarah Storey picked up her 19th Paralympic gold medal on Friday, winning the women's C4-5 road race to extend her record as the most successful British Paralympian. It was Storey's second gold at the ...
GitHub

C4.5 decision tree generation algorithm in JavaScript.

id,attr1,attr2,attr3,class 1,A,70,True,CLASS1 2,A,90,True,CLASS2 3,A,85,False,CLASS2 4,A,95,False,CLASS2 5,A,70,False,CLASS1 6,B,90,True,CLASS1 7,B,78,False,CLASS1 8 ...
IEEE

AUC4.5: AUC-Based C4.5 Decision Tree Algorithm for Imbalanced Data Classification

Abstract: This paper presents a modification of Quinlan's C4.5 algorithm for imbalanced data classification. While the C4.5 algorithm uses the difference in information entropy to determine the ...
Scientific Research Publishing

Yao, Y.T. and Xing, L.T. (2011) Improvement of C4.5 Decision Tree Continuous Attributes Segmentation Threshold Algorithm and Its Application. Journal of Central South ...

ABSTRACT: Trying to provide a medical data visualization analysis tool, the machine learning methods are introduced to classify the malignant neoplasm of lung within the medical database MIMIC-III ...
Scientific Research Publishing

J. Quinlan, “C4.5: Programs for Machine Learning,” Morgan Kaufmann, San Mateo, 1993.

ABSTRACT: In the absence of medical diagnosis evidences, it is difficult for the experts to opine about the grade of disease with affirmation. Generally many tests are done that involve clustering or ...
IEEE

Efficient C4.5 [classification algorithm]

Abstract: We present an analytic evaluation of the runtime behavior of the C4.5 algorithm which highlights some efficiency improvements. Based on the analytic evaluation, we have implemented a more ...