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"Low Size-Complexity Inductive Logic Programming:\nThe East-West Challenge Considered as a Problem in\nCost-Sensitive Classification\n"^^ .
"The Inductive Logic Programming community has considered \nproof-complexity and model-complexity, but, until recently, \nsize-complexity has received little attention. Recently a \nchallenge was issued \"to the international computing community\" \nto discover low size-complexity Prolog programs for classifying \ntrains. The challenge was based on a problem first proposed by \nRyszard Michalski, 20 years ago. We interpreted the challenge\nas a problem in cost-sensitive classification and we applied a \nrecently developed cost-sensitive classifier to the competition. \nOur algorithm was relatively successful (we won a prize). This \npaper presents our algorithm and analyzes the results of the \ncompetition."^^ .
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"Peter"^^ .
"Turney"^^ .
"Peter Turney"^^ .
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"Low Size-Complexity Inductive Logic Programming:\nThe East-West Challenge Considered as a Problem in\nCost-Sensitive Classification\n (PDF)"^^ .
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"NRC-39164.pdf"^^ .
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"Low Size-Complexity Inductive Logic Programming:\nThe East-West Challenge Considered as a Problem in\nCost-Sensitive Classification\n (Image (PNG))"^^ .
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"Low Size-Complexity Inductive Logic Programming:\nThe East-West Challenge Considered as a Problem in\nCost-Sensitive Classification\n (Indexer Terms)"^^ .
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"HTML Summary of #2890 \n\nLow Size-Complexity Inductive Logic Programming:\nThe East-West Challenge Considered as a Problem in\nCost-Sensitive Classification\n\n\n" .
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"Machine Learning" .
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"Artificial Intelligence" .
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