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Tobias/
bert-base-german-cased_German_Hotel_classification

Name: bert-base-german-cased_German_Hotel_classification
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German Hotel Review Sentiment Classification

A model trained on German Hotel Reviews from Switzerland. The base model is the bert-base-german-cased. 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	84.62%	88.00%	86.27%
Food	79.17%	82.61%	80.85%
Staff	63.64%	70.00%	66.67%
Location	83.33%	62.50%	71.43%
GeneralUtilitys	76.92%	76.92%	76.92%
HotelOrganisation	26.67%	30.77%	28.57%
Unknown	25.00%	16.67%	20.00%
ReasonForStay	100.00%	50.00%	66.67%
Accuracy			69.00%
Macro Average	67.42%	59.68%	62.17%
Weighted Average	69.36%	69.00%	68.79%

Tobias/bert-base-german-cased_German_Hotel_classification

German Hotel Review Sentiment Classification

Model Performance

Confusion Matrix

Tobias/
bert-base-german-cased_German_Hotel_classification