Fake-News-Predictor-using-ML

A ML model that determines whether a news is fake or real

I have used a Logistic Regression Model, Stemming Algorithm and Stopwords to impove efficiency of classification.

Stemming : A process to get only root words

Stopwords : Any word in a stop list which are filtered out before or after processing of natural language data

This process ensures that we consider only significant words thus helping to normalize our datasets