The experiment results show that the advanced ID3 not only has better true classification accuracy and can build stronger tree, but also can reduce the price of computation.

• 实验结果表明，改进后的ID3算法分类正确率有所提高，所生成的决策树较为健壮、简洁，可以减少计算代价，提高计算效率。