Modelpublic

Tobias/bert-base-german-cased_German_Hotel_sentiment

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face

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Model Card

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
Positive	90.48%	82.61%	86.36%
Negative	70.59%	92.31%	80.00%
Neutral	28.57%	13.33%	18.18%
Accuracy			76.00%
Macro Average	63.21%	62.75%	61.52%
Weighted Average	73.43%	76.00%	73.65%

Confusion Matrix

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