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The symbolists’ formal language is logic, of which rules and decision trees are special cases. The connectionists’ is neural networks. The evolutionaries’ is genetic programs, including classifier systems. The Bayesians’ is graphical models, an umbrella term for Bayesian networks and Markov networks. The analogizers’ is specific instances, possibly with weights, as in an SVM.
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
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