Fake News Detection Using Machine Learning Ensemble Methods
Project by, Soujanya Syamal
Institute of Engineering & Management
www.soujanyasyamal.com
soujanyasyamal@gmail.com
August 17, 2021
Contents
CHAPTER1
1.1.Abstract----------------------------------------------------------------------------------------------3
1.2.Introduction----------------------------------------------------------------------------------------3
1.3. Literature Review----------------------------------------------------------------------------------5
CHAPTER 2
2.1.Data Set---------------------------------------------------------------------------------------------7
2.2.Preprocessing of Dataset-------------------------------------------------------------------------8
2.3.Classifiers------------------------------------------------------------------------------------------11
2.4.Proposed Diagram--------------------------------------------------------------------------------19
CHAPTER 3
3.1.Result----------------------------------------------------------------------------------------------19
3.2.Conclusion----------------------------------------------------------------------------------------21
3.3. Future Prospect---------------------------------------------------------------------------------21
CHAPTER 4
4.1.Code----------------------------------------------------------------------------------------------22
4.2.Reference----------------------------------------------------------------------------------------27
4.3.Python Editor (Jupyter) Code-----------------------------------------------------------------29