GitHub - Akhileshkumarkc/FakeNewsDetection: Extracted sample Tweets and their external links to detect fake news by using “kaggle’s fake news dataset”, PySpark, NLTK Library by TFIDF, ARI (Automated Readability Index), Syntactic POS, ORS (Online Relevance Score) , LDA, Word2Vec and 16 more NLP features. These features were Classified using Random Forest and Ada-Boosting.

Akhileshkumarkc / FakeNewsDetection Public

Notifications You must be signed in to change notification settings
Fork 4
Star 1

Extracted sample Tweets and their external links to detect fake news by using “kaggle’s fake news dataset”, PySpark, NLTK Library by TFIDF, ARI (Automated Readability Index), Syntactic POS, ORS (Online Relevance Score) , LDA, Word2Vec and 16 more NLP features. These features were Classified using Random Forest and Ada-Boosting.

1 star 4 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 16 Commits
50000ProcessedData		50000ProcessedData
DataSet.py		DataSet.py
GetTextURL.scala		GetTextURL.scala
PreProcessing.py		PreProcessing.py
TODOList		TODOList
Twitter.scala		Twitter.scala
TwitterStreaming.scala		TwitterStreaming.scala
producer.py		producer.py
streaming.py		streaming.py