Cline: A New Decision-Tree Family

  title={Cline: A New Decision-Tree Family},
  author={Mehmet Fatih Amasyali and Okan K. Ersoy},
  journal={IEEE Transactions on Neural Networks},
A new family of algorithm called Cline that provides a number of methods to construct and use multivariate decision trees is presented. We report experimental results for two types of data: synthetic data to visualize the behavior of the algorithms and publicly available eight data sets. The new methods have been tested against 23 other decision-tree construction algorithms based on benchmark data sets. Empirical results indicate that our approach achieves better classification accuracy… CONTINUE READING
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