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15

COLING
1994

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Document Classification By Machine: Theory and Practice

13 years 5 months ago

Document Classification By Machine: Theory and Practice

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In this note, we present results concerning the theory and practice of determining for a given document which of several categories it best fits. We describe a mathematical model of classification schemes and the one scheme which can be proved optimal among all those based on word frequencies. Finally, we report the results of an experiment which illustrates the efficacy of this classification method. TOPICAL PAPER, Subject Area: TEXT PROCESSING

Louise Guthrie, Elbert A. Walker

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Classification Schemes | COLING 1994 | COLING 2008 | Mathematical Model | Word Frequencies |

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Added	02 Nov 2010
Updated	02 Nov 2010
Type	Conference
Year	1994
Where	COLING
Authors	Louise Guthrie, Elbert A. Walker

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