The Influence of Preprocessing Parameters on Text Categorization
| Authors | |
|---|---|
| Year of publication | 2007 |
| Type | Article in Periodical |
| Magazine / Source | International Journal of Applied Science, Engineering and Technology |
| MU Faculty or unit | |
| Citation | |
| Web | http://www.waset.org/pwaset/v19/v19-82.pdf |
| Field | Informatics |
| Keywords | machine learning; text categorization; preprocessing; feature selection |
| Description | Results of a large scale study on mutual influence of preprocessing parameters in automated text categorization are presented and analyzed. These parameters include choice of tokenizer, feature selection, stemming, term weighing and data amount in combination with various Machine Learning algorithms. |
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