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