PROBABILITY DISTRIBUTION OVER THE SET OF CLASSES IN ARABIC DIALECT CLASSIFICATION TASK

Subject of Research.We propose an approach for solving machine learning classification problem that uses the information about the probability distribution on the training data class label set. The algorithm is illustrated on a complex natural language processing task - classification of Arabic dial...

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Veröffentlicht in:	Nauchno-tekhnicheskiĭ vestnik informat͡s︡ionnykh tekhnologiĭ, mekhaniki i optiki mekhaniki i optiki, 2017-01, Vol.17 (1), p.110
Hauptverfasser:	Durandin, O V, Hilal, N R, Strebkov, D Y, Zolotykh, N Y
Format:	Artikel
Sprache:	rus
Schlagworte:	Accounting Algorithms Annotations Classification Classifiers Dialects Machine learning Natural language processing Probability distribution Social networks Training
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