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Bert Base German Cased Finetuned Subj V6 7Epoch
German text classification model fine-tuned based on bert-base-german-cased, performs excellently on the evaluation set
Downloads 15
Release Time : 5/5/2022
Model Overview
This model is a fine-tuned version of bert-base-german-cased on an unknown dataset, mainly used for German text classification tasks
Model Features
High-performance classification
Achieved excellent performance on the evaluation set with F1 score of 0.7507 and accuracy of 0.9107
German language optimization
Fine-tuned based on the German pre-trained model bert-base-german-cased, with advantages for German text processing
Multi-metric evaluation
Provides multiple evaluation metrics including precision, recall, F1 score, and accuracy
Model Capabilities
German text classification
Sentiment analysis
Topic classification
Use Cases
Text analysis
German review classification
Perform sentiment or topic classification on German user reviews
Accuracy reached 91.07%
German content moderation
Identify specific content categories in German text
F1 score reached 75.07%
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