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--- |
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tags: |
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- autotrain |
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- text-classification |
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widget: |
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- text: I love AutoTrain |
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datasets: |
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- KnutJaegersberg/c4-website-classifier-dataset |
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--- |
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Used the website categories from URL Classification Dataset [DMOZ] https://www.kaggle.com/datasets/shawon10/url-classification-dataset-dmoz and a zero-shot-classifier on c4 sample to make a training dataset. |
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Only a subset of the linked dataset was used. |
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# Model Trained Using AutoTrain |
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- Problem type: Text Classification |
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## Validation Metrics |
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loss: 0.45181071758270264 |
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f1_macro: 0.9103583954158208 |
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f1_micro: 0.9108333333333334 |
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f1_weighted: 0.9103583954158205 |
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precision_macro: 0.9123282026272069 |
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precision_micro: 0.9108333333333334 |
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precision_weighted: 0.9123282026272069 |
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recall_macro: 0.9108333333333334 |
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recall_micro: 0.9108333333333334 |
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recall_weighted: 0.9108333333333334 |
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accuracy: 0.9108333333333334 |
