An Analysis on Performance of Decision Tree Algorithms using Student ’ s Qualitative Data

@inproceedings{Lakshmi2013AnAO,
  title={An Analysis on Performance of Decision Tree Algorithms using Student ’ s Qualitative Data},
  author={T. Miranda Lakshmi and Rafiya Begum},
  year={2013}
}
Decision Tree is the most widely applied supervised classification technique. The learning and classification steps of decision tree induction are simple and fast and it can be applied to any domain. In this research student qualitative data has been taken from educational data mining and the performance analysis of the decision tree algorithm ID3, C4.5 and CART are compared. The comparison result shows that the Gini Index of CART influence information Gain Ratio of ID3 and C4.5. The… CONTINUE READING

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