Skip to content

Given real and fake news dataset from Kaggle, I created a classifier that is able to detect fake news based on its title or content . I used spacy library for text preprocessing and sentiment analysis, and sklearn for modeling the data. The project contains insitive exploratory data analysis and reaches outstanding accuracy rates (99% accruacy).

Notifications You must be signed in to change notification settings

belea7/Fake_News_Classifier

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 

About

Given real and fake news dataset from Kaggle, I created a classifier that is able to detect fake news based on its title or content . I used spacy library for text preprocessing and sentiment analysis, and sklearn for modeling the data. The project contains insitive exploratory data analysis and reaches outstanding accuracy rates (99% accruacy).

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published