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2NRC/Fake-New-Classifier
Fake-New-Classifier is a machine learning model from 2NRC. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
Deep Learning for NLP: Training a text classification model to detect fake news articles!
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Updated Apr 4, 2022
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From the Hugging Face model README
Deep Learning for NLP: Training a text classification model to detect fake news articles!
Training and test dataset gotten from https://www.kaggle.com/datasets/clmentbisaillon/fake-and-real-news-dataset
Dataset size = 44898 articles Training set size = 35918 articles Test set size = 8980 articles Accuracy on the training set = 0.990394788128515 Accuracy on the test set = 0.983184855233853