Fake-News-Classification
Link to Dataset : https://www.kaggle.com/c/fake-news/data
For the detailed analysis of the dataset plz look at the rule-based-approach-based-on-analysis.ipynb
- The accuracy of classification based on the rules and no model training is 88.33%.
For Model based approach plz look at the fake-news-classification.ipynb
- The accuracy of the classification using the CountVectorizer as vectorization technique and Logistic Regression as prediction model is 97.82%.