RESEARCH AND APPLICATION OF THE INCREMENTAL ALGORITHM IHMCAP

Chen Zhao · Chinese Journal of Computers · 1998

The incremental algorithm IHMCAP successfully settles the dilemma of learning accuracy proportion between symbolic and neural parts by adopting neural network algorithm FTART which fits for hybrid learning. It also has the incremental learning abllity of adjusting old structures to improve learning accuracy by one time learning instead of rebuilding the decision tree and the neural networks when new examples are provided.

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