Publication | Open Access
Learning multi-class classification problems
12
Citations
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References
1992
Year
Artificial IntelligenceEngineeringMachine LearningMulti-class Classification ProblemsAlgorithmic LearningProbabilistic ComputationClassification MethodData ScienceData MiningPattern RecognitionMulti-class PerceptronMultiple Classifier SystemHebbian AlgorithmAutomatic ClassificationComputational Learning TheoryKnowledge DiscoveryComputer ScienceAutomated ReasoningRule InductionHigh TemperatureLearning Classifier System
A multi-class perceptron can learn from examples to solve problems whose answer may take several different values.Starting from a general formalism, we consider the learning of rules by a Hebbian algorithm and by a Monte-Carlo algorithm at high temperature.
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