Abstract: This study applies the C4.5 Algorithm in deciding public satisfaction with the services received at the Village Office. The C4.5 Algorithm is a classification algorithm with a well-known ...

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 ...

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 ...

ABSTRACT: This work started out with the in-depth feasibil-ity study and limitation analysis on the current disease spread estimating and countermea-sures evaluating models, then we identify that the ...

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 ...