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University of Pennsylvania

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https://www.seas.upenn.edu/~cis5190/fall2024/
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Rachana L's profile picture Wendy Deng's profile picture Raymond Ortega's profile picture Haorui Li's profile picture Zelong Wang's profile picture Chandler's profile picture
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All code is at https://colab.research.google.com/drive/1YxLza0vjzHirM8Y3_tdY0SvP2wFZJQPu#scrollTo=20Zw67VceCS7

There are instructions on how to run the models in the colab. All models have been uploaded to Hugging Face. Token has been sent over ed-discussion from Rachana Lingutla. For easy run time, we have pre-trained all of our models on a fixed data set and predictions are being done with the same test data throughout.

models 6

rachana-rj-news-classification/stacking-classifier

15.1k • Updated Dec 17, 2024 • 2

rachana-rj-news-classification/ensemble-nb-classifier

30.2k • Updated Dec 16, 2024 • 5

rachana-rj-news-classification/xgboost-tfidf-classifier

15.1k • Updated Dec 16, 2024 • 4

rachana-rj-news-classification/randomforest-news-classifier

969k • Updated Dec 16, 2024 • 3

rachana-rj-news-classification/ensemble-news-classifier

988k • Updated Dec 16, 2024 • 10

rachana-rj-news-classification/nn-news-classifier

1.99M • Updated Dec 16, 2024 • 3

datasets 3

rachana-rj-news-classification/train_data_nbc_skewed

Viewer • Updated Dec 17, 2024 • 45.5k • 14

rachana-rj-news-classification/nbc_headlines.csv

Viewer • Updated Dec 17, 2024 • 54k • 16

rachana-rj-news-classification/headline_data

Viewer • Updated Dec 13, 2024 • 3.78k • 18
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