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justina/
undersampled-review-clf

Name: undersampled-review-clf
Availability: InStock

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undersampled-review-clf

This model is a fine-tuned version of cardiffnlp/twitter-roberta-base-sentiment-latest on justina/yelp-boba-reviews dataset. Undersampling techniques were used to optimize the model for predicting Yelp review ratings.

It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	F1 Macro	Aucpr Macro	Accuracy
0.9348	1.22	100	0.7286	0.6132	0.6244	0.6962
0.7438	2.44	200	0.7857	0.6232	0.6215	0.6735
0.6275	3.66	300	0.8317	0.5976	0.6092	0.6778
0.5561	4.88	400	0.8176	0.6200	0.6238	0.6868