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@article{719182, author = {Pomikálek, Jan and Řehůřek, Radim}, article_number = {1}, keywords = {machine learning; text categorization; preprocessing; feature selection}, language = {eng}, issn = {1307-4318}, journal = {International Journal of Applied Science, Engineering and Technology}, title = {The Influence of Preprocessing Parameters on Text Categorization}, url = {http://www.waset.org/pwaset/v19/v19-82.pdf}, volume = {4/2007}, year = {2007} }
TY - JOUR ID - 719182 AU - Pomikálek, Jan - Řehůřek, Radim PY - 2007 TI - The Influence of Preprocessing Parameters on Text Categorization JF - International Journal of Applied Science, Engineering and Technology VL - 4/2007 IS - 1 SP - 430-434 EP - 430-434 SN - 13074318 KW - machine learning KW - text categorization KW - preprocessing KW - feature selection UR - http://www.waset.org/pwaset/v19/v19-82.pdf N2 - 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. ER -
POMIKÁLEK, Jan a Radim ŘEHŮŘEK. The Influence of Preprocessing Parameters on Text Categorization. \textit{International Journal of Applied Science, Engineering and Technology}. 2007, roč.~4/2007, č.~1, s.~430-434. ISSN~1307-4318.
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