Naive Bayes
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Publications (61)

1Learning a Robust Word Sense Disambiguation Model using Hypernyms in Definition Sentences2004  Kiyoaki Shirai,Tsunekazu Yagiof high frequency words. The second classiﬁer is the Naive Bayes model, which will work well for the disambiguation of low...

2Efficient Discrimination Between Closely Related Languages2012  Jörg Tiedemann,Nikola Ljubešićbuilt on parallel data. We chose to use the multinomial Naive Bayes classifier (McCallum and Nigam, 1998) because of its general...

3Domain Based Classification of Punjabi Text Documents2012  Nidhi Krail,Vishal GuptaPunjabi Text Classification, Ontology Based Classification, Naive Bayes Classification, Centroid Based Classification. 297 ...

4A System for Multilingual Sentiment Learning On Large Data Sets2012  Alex Cheng,Oles Zhulynthese algorithms is a naive Bayes classiﬁer, and the other is an algorithm that boosts a naive Bayes classiﬁer with a logistic...

5Automatic Text Categorization by Unsupervised Learning2000  Youngjoong Ko,Jungyun Seomethod and the naive Bayes classifier (McCailum A. et al., 1998) as a statistical text classifier. The naive Bayes classifier...

6Bringing the Dictionary to the User: The FOKS Systemgenerated reading given a dictionary entry, based on the naive Bayes model. In response to a reading input, we calculate the...

7A Method of ClusterBased Indexing of Textual Data2002  Akiko, N. Aizawacomparison, two supervised text categorization methods, naive Bayes and Support Vector Machine (SVM), were also applied to...

8From Words to Senses: A Case Study of Subjectivity Recognition2008  Fangzhong Su,Katja Markertannotated synsets in the MicroWNOp corpus. We applied a Naive Bayes classifier, 4 using the following three types of features:...

9Text Reuse Detection using a Composition of Text Similarity Measuresclassifiers from the WEKA toolkit (Hall et al., 2009): a Naive Bayes classifier and a C4.5 decision tree classifier (J48 im...

10Feature Weighting for Cooccurrencebased Classification of Wordsand OR. Particularly, TSL2 was the best performer on Naive Bayes, BNC and the second best on kNN, AP. We also see that the...