The Feature Difference Coefficient: Classification by Means of Feature Distributions
Waltinger U, Mehler A (2009)
In: Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany.
Konferenzbeitrag
| Veröffentlicht | Englisch
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FeatureDifferenceCoef_TMS2009.pdf
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Abstract / Bemerkung
This paper presents a model of text classification using feature frequency distribution. The proposed algorithm offers not only sensitivity to linguistic but also to structure features and calculates a unified fingerprint for each category. Classifi cation is done by finding the closest match to prelearned models using a simple distance metric. The approach will be evaluated against three different classification scenarios. Language identification, text classification based on the Reuters corpus and web genre classification.
Erscheinungsjahr
2009
Titel des Konferenzbandes
Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany
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https://pub.uni-bielefeld.de/record/1904094
Zitieren
Waltinger U, Mehler A. The Feature Difference Coefficient: Classification by Means of Feature Distributions. In: Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany. 2009.
Waltinger, U., & Mehler, A. (2009). The Feature Difference Coefficient: Classification by Means of Feature Distributions. Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany
Waltinger, Ulli, and Mehler, Alexander. 2009. “The Feature Difference Coefficient: Classification by Means of Feature Distributions”. In Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany.
Waltinger, U., and Mehler, A. (2009). “The Feature Difference Coefficient: Classification by Means of Feature Distributions” in Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany.
Waltinger, U., & Mehler, A., 2009. The Feature Difference Coefficient: Classification by Means of Feature Distributions. In Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany.
U. Waltinger and A. Mehler, “The Feature Difference Coefficient: Classification by Means of Feature Distributions”, Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany, 2009.
Waltinger, U., Mehler, A.: The Feature Difference Coefficient: Classification by Means of Feature Distributions. Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany. (2009).
Waltinger, Ulli, and Mehler, Alexander. “The Feature Difference Coefficient: Classification by Means of Feature Distributions”. Proceedings of Text Mining Services (TMS), March 23-25, Leipzig, Germany. 2009.
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