spam_email_classifier

Simple spam email classifier was implemented by logistic regression, neural network and svm.

install third party library

1. install python virtual enviroment

   pip install virtualenv
   virtualenv venv
   cd venv
   source ./bin/activate
   

2. install requirements.txt library

  pip install -r requirements.txt

how to use

1. preprocess the email corpus

2. generate email dictionary and tfidf model for tfidf weights

3. train the models

4. evaluate the models

5. predict whether the email is spam or not

the future work