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autotrain-publicradio-3
joelem/autotrain-publicradio-3
autotrain-publicradio-3 is a text classification model from joelem. Use it when you need a label for a piece of text.
This is an intermittent fine tuning of the errors from autotrain-publicradio-2 based on Phil and Chris's corrections. Just to note, the accuracies here cant be compared with PR0 to PR2 bc it is different training data…
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At a glance
- Task
- Text Classification
- Model type
- bert
- Access
- Public
- Created
- Oct 25, 2024
- Updated
- Oct 28, 2024
- SHA
- e14d0e77
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Base models
Model card
From the Hugging Face model README
Notes
This is an intermittent fine tuning of the errors from autotrain-publicradio-2 based on Phil and Chris's corrections. Just to note, the accuracies here cant be compared with PR0 to PR2 bc it is different training data:
- Specifically prediction data from PR2 that showed the lowest probability scores (.75 and below), so this is noisy data
Model Trained Using AutoTrain
- Problem type: Text Classification
Validation Metrics
loss: 0.6207979917526245
f1_macro: 0.659698275862069
f1_micro: 0.737410071942446
f1_weighted: 0.7260737099975193
precision_macro: 0.6876875812359683
precision_micro: 0.737410071942446
precision_weighted: 0.7253259852238735
recall_macro: 0.648967753098562
recall_micro: 0.737410071942446
recall_weighted: 0.737410071942446
accuracy: 0.737410071942446
- Task
- Text Classification
- Type
- bert
- Created
- Oct 25, 2024
- Updated
- Oct 28, 2024