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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…
cs.IR2018
Centroid estimation based on symmetric KL divergence for Multinomial text classification problem
Jiangning Chen, Heinrich Matzinger, Haoyan Zhai +1
We define a new method to estimate centroid for text classification based on the symmetric KL-divergence between the distribution of words in training documents and their class cen…