text_classification_in_ml

Text Classification using Traditional Machine Learning Methods

A set of machine leaning methods for Chinese text classification, including TD-IDF, SVD decomposition, logistic regression, naive bayes, support vector machine, XGBoost. ref: https://zhuanlan.zhihu.com/p/64602471.

Requirement

• python==3.6
• sklearn==0.20.3
• xgboost==0.82

Datasets

• 复旦大学中文文本分类语料
• 中文停用词表.txt