/Fake-News-Detection-Model

A classification model to detect whether a piece of news is "REAL" or "FAKE".

Primary LanguageJupyter Notebook

Fake-News-Detection-Model

A classification model to detect whether a piece of news is "REAL" or "FAKE".

Dataset

The dataset we will use for this is a csv file named 'news.csv'. It has three columns namely, Title, Text and Labels, and 6,335 examples/rows.

Necessary Installations

To install necessary libraries needed for this project:

  1. First open Terminal/Command Line.

  2. Run the following command

pip3 install pandas sklearn
  1. Installation should be complete.

  2. To verify whether the installation is correct and/or to view information about the installation run the following command

pip3 show pandas sklearn

For more details regarding the model visit the following link: https://cppsecrets.com/users/5617971101051071011161151049711410997484852494964103109971051084699111109/Fake-News-Detection-Model-using-Python.php