Browsing Working Papers by Author "Yegneshwar, S."
Now showing items 1-3 of 3
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Knowledge acquisition from examples using a reference class
Yegneshwar, S.; Arunkumar, S. (2010-03-23)Acquiring knowledge from examples is frequently used in expert systems. A common model is building of a decision tree which discriminates each class from every other class. Though such a model performs well as far as ... -
Learning class description from examples using a reference class
Yegneshwar, S.; Arunkumar, S. (2010-03-23)An important problem of artificial intelligence is learning class description from pre-classified examples. The emphasis of some of the important learning systems such as ID3, INDUCE and CART is to discriminate each class ... -
Learning relationships among classes specified by examples
Yegneshwar, S. (2010-03-29)Learning by examples is a commonly used method of knowledge acquisition in expert systems. The learning examples are past cases whose classification is known. When the number of classes is high, learning relationships ...