Incremental Learning Algorithm of Induction
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TP18

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    Abstract:

    The algorithm about incremental generating decision function is built by modifying the definition of discernibility matrixes. So it is programmed effectively in the computer. The discernibility matrixes is not generated because the great quantity of data is fetched one after another. The lack of memory is solved by handing data in large database. The algorithm is adapted to the dynamic data and is able to deal with dynamic learning. The time of Data Ming decreases because of information reuse. At the same time, the question of learning about multi-classes is solved in essence by using the incremental generating decision function.

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程玉胜,张春梅,胡学钢.一种递增式归纳学习算法[J].重庆大学学报,2004,27(4):44~48

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  • Received:
  • Revised:November 28,2003
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