/Spam_classify

Primary LanguagePython

Spam_classify

Dependencies

python 3.7

Pytorch 1.4

In addition, please add the project folder to PYTHONPATH and pip install the following packages:

  • numpy
  • pandas
  • nltk
  • re
  • sklearn

Data

Downloaded at kaggle.dataset
In this project you can use the data in the directory of data.

Training&Test

  • python 1_data_process.py
  • python 2_message_process&train.py
  • python 3_SVM.py
  • python 4_logistic_improve.py
  • python 5_SVM_improve.py
    其中，数据处理功能在1中完成，2和3为初步建立模型（2使用逻辑回归，3使用SVM），4和5分别是对2和3的优化。

Result

result