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A KNN based algorithm for text categorizationBučar, Jože, 1985- ; Povh, Janez, 1973-In the recent decade categorization of web texts has experienced increased attention. Huge amount of textual information available on the web emerged a need to find and obtain relevant information ... for strategically supported decision. There are many machine learning algorithms dealing with text categorization and classification issues. In the paper the experiment has been conducted on the k-Nearest Neighbor (KNN) classifier. Because of its simplicity and effectiveness it is widely applied method in a field of machine learning and pattern recognition.Source: SOR '13 proceedings (Str. 367-372)Type of material - conference contributionPublish date - 2013Language - englishCOBISS.SI-ID - 16753753
Author
Bučar, Jože, 1985- |
Povh, Janez, 1973-
Topics
računalništvo |
podatkovno rudarjenje |
internet |
computer science |
KNN |
text categorization |
text classification |
text mining |
web mining |
data mining
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Database name | Field | Year |
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Bučar, Jože, 1985- | 35498 |
Povh, Janez, 1973- | 22649 |
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