A range of machine learning algorithms, including logistic regression, decision tree, and random forest, were utilized to predict the likelihood of drug addiction. The results indicated that the ...

ID3 algorithm is the key algorithm of decision tree. For the shortcoming that ID3 algorithm tends to choose attribute which has many values, attribute importance was introduced to improve ID3 ...