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Tobias/
bert-base-uncased_English_Hotel_classification

Name: bert-base-uncased_English_Hotel_classification
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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

Classes	Precision	Recall	F1 Score
Room	77.78%	77.78%	77.78%
Location	95.45%	95.45%	95.45%
Staff	75.00%	93.75%	83.33%
Unknown	71.43%	50.00%	58.82%
HotelOrganisation	27.27%	30.00%	28.57%
Food	87.50%	87.50%	87.50%
ReasonForStay	63.64%	58.33%	60.87%
GeneralUtility	66.67%	50.00%	66.67%
Accuracy			74.00%
Macro Average	70.59%	67.85%	68.68%
Weighted Average	74.17%	74.00%	73.66%

Tobias/bert-base-uncased_English_Hotel_classification

German Hotel Review Sentiment Classification

Model Performance

Confusion Matrix

Tobias/
bert-base-uncased_English_Hotel_classification