RajHarry / News-Article-Classification-BBC

Classifying the Given Article to one of the 5 classes in BBC Using the *BERT* ,*Glove* ,*ML* Algorithms

News-Article-Classification-BBC

Classifying the Given Article to one of the 5 classes in BBC Using the BERT ,Glove ,ML Algorithms

It is a public dataset from the BBC comprised of 2225 articles, each labeled under one of 5 categories: business, entertainment, politics, sport or tech.

The dataset is broken into 1490 records for training and 735 for testing. The goal will be to build a system that can accurately classify previously unseen news articles into the right category.

Classes information

Bar Chart

Pie Chart

Highly correlated words

TSNE Data Visualization

data distribution

Model Accuracies

Ml Algorithms

Neural networks

Neural networks with "Glove Embeddings"

accuracy plot [NN-GLove]

BERT Model

performance details