The Improvement of Decision Tree Algorithm
Xu Jie · Computer Knowledge and Technology · 2008
Decision Tree Algorithm data mining is a very active research field.Through the Data Mining Decision Tree on the basic thinking,discussed the complexity problem of classic Decision Tree Algorithm(ID3 algorithm),and in response to this issue and the use of statistical theory of conditional probability knowledge and thinking to improve the structure of the Decision Tree Algorithm.Experimental results show that the structure of the decision tree algorithm is superior to the traditional complexity of the algorithm,its efficiency also improved greatly.