An Improved Decision Tree Algorithm on Bayesian
Jing Mang Xu, Xumin Liu, Yong Guan, Rui Dong · 2009
Decision tree classification is one of the classification technologies in the data mining field. The paper analyses the drawback of C4.5 algorithm, then improves it by inducing the Bayesian method. The experiment proves that the improved algorithm can make it faster to process data and constructed decision tree with less leaves.