The Multiscale Classifier

  title={The Multiscale Classifier},
  author={Brian C. Lovell and Andrew P. Bradley},
  journal={IEEE Trans. Pattern Anal. Mach. Intell.},
In this paper we propose a rule-based inductive learning algorithm called Muftiscale Classification (MSC). It can be applied to any N-dimensional real or binary classification problem to cfassiify the training data by successively splitting the feature space in half. The algorithm has several significant differences frorn existing rule-based approaches: learning is incremental, the tree is non-binary, and backtracking of decisions is possible to some extent. The paper first provides background… CONTINUE READING


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