News Classification Using Naive Bayes, SVM and Deep Neural Network

Authors

• Nguyen Mau Tra
• Bui Van Thanh

Description

This repository contains the code for the project News Classification.

Instructions

To run the code, please follow these steps:

1. Clone this repository to your local machine.
2. Open the ipynb file. Each file include Naive Bayes, SVM or Artificial Neural Network algorithm we used.
3. Run the code cells in the jupyter notebook to execute the project.

Project Structure

• News_Category_Dataset_v3.json: Dataset json file.
• naive-bayes-classification.ipynb: Classification Using Naive Bayes algorithm.
• svm-classification.ipynb: Classification Using SVM algorithm.
• ann-classification.ipynb: Classification Using ANN algorithm.