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stat.ML2019
A cost-reducing partial labeling estimator in text classification problem
Jiangning Chen, Zhibo Dai, Juntao Duan +5
We propose a new approach to address the text classification problems when learning with partial labels is beneficial. Instead of offering each training sample a set of candidate l…
cs.IR2019
Naive Bayes with Correlation Factor for Text Classification Problem
Jiangning Chen, Zhibo Dai, Juntao Duan +2
Naive Bayes estimator is widely used in text classification problems. However, it doesn't perform well with small-size training dataset. We propose a new method based on Naive Baye…