CoolFace
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Tobias/bert-base-uncased_English_Hotel_classification

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
1likes44downloads
Model Card

German Hotel Review Sentiment Classification

A model trained on English Hotel Reviews from Switzerland. The base model is the bert-base-uncased. The last hidden layer of the base model was extracted and a classification layer was added. The entire model was then trained for 5 epochs on our dataset.

Model Performance

ClassesPrecisionRecallF1 Score
Room77.78%77.78%77.78%
Location95.45%95.45%95.45%
Staff75.00%93.75%83.33%
Unknown71.43%50.00%58.82%
HotelOrganisation27.27%30.00%28.57%
Food87.50%87.50%87.50%
ReasonForStay63.64%58.33%60.87%
GeneralUtility66.67%50.00%66.67%
Accuracy74.00%
Macro Average70.59%67.85%68.68%
Weighted Average74.17%74.00%73.66%

Confusion Matrix

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