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

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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

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Pie Chart

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Highly correlated words

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TSNE Data Visualization

data distribution

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Model Accuracies

Ml Algorithms

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Neural networks

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Neural networks with "Glove Embeddings"

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accuracy plot [NN-GLove]

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BERT Model

performance details

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

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