Machine Learning Programs and Laboratory Experiments in Prolog
Zdravko Markov
Professor of Computer Science, Central Connecticut State
University
http://www.cs.ccsu.edu/~markov/
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Winston's ARCH program: arch.pl, Data:
archdata.pl
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Languages for learning
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Version space learning
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Induction of Decision Trees
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Covering strategies
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Searching the generalization/specialization graph.
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Relational Learning
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Evaluating hypotheses
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Bayesian learning
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Bayesian Belief Networks
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Instance-based learning
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Analytical (Explanation-based) learning
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Unsupervised Learning