An Efficient Random Decision Tree Algorithm for Case-Based Reasoning Systems

@inproceedings{Houeland2011AnER,
  title={An Efficient Random Decision Tree Algorithm for Case-Based Reasoning Systems},
  author={Tor Gunnar Houeland},
  booktitle={FLAIRS Conference},
  year={2011}
}
We present an efficient random decision tree algorithm for case-based reasoning systems. We combine this algorithm with a simple similarity measure based on domain knowledge to create a stronger hybrid algorithm. This combination is based on our general approach for combining lazy and eager learning methods. We evaluate the resulting algorithms on a case base of patient records in a palliative care domain. Our hybrid algorithm consistently produces a lower average error than the base algorithms… CONTINUE READING

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