| language: en | |
| tags: | |
| - news | |
| - classification | |
| - mini | |
| datasets: | |
| - ag_news | |
| widget: | |
| - text: Israel withdraws from Gaza camp Israel withdraws from Khan Younis refugee | |
| camp in the Gaza Strip, after a four-day operation that left 11 dead. | |
| model-index: | |
| - name: mrm8488/bert-mini-finetuned-age_news-classification | |
| results: | |
| - task: | |
| type: text-classification | |
| name: Text Classification | |
| dataset: | |
| name: ag_news | |
| type: ag_news | |
| config: default | |
| split: test | |
| metrics: | |
| - name: Accuracy | |
| type: accuracy | |
| value: 0.9339473684210526 | |
| verified: true | |
| - name: Precision Macro | |
| type: precision | |
| value: 0.9341278202108704 | |
| verified: true | |
| - name: Precision Micro | |
| type: precision | |
| value: 0.9339473684210526 | |
| verified: true | |
| - name: Precision Weighted | |
| type: precision | |
| value: 0.9341278202108704 | |
| verified: true | |
| - name: Recall Macro | |
| type: recall | |
| value: 0.9339473684210526 | |
| verified: true | |
| - name: Recall Micro | |
| type: recall | |
| value: 0.9339473684210526 | |
| verified: true | |
| - name: Recall Weighted | |
| type: recall | |
| value: 0.9339473684210526 | |
| verified: true | |
| - name: F1 Macro | |
| type: f1 | |
| value: 0.9339351653217216 | |
| verified: true | |
| - name: F1 Micro | |
| type: f1 | |
| value: 0.9339473684210526 | |
| verified: true | |
| - name: F1 Weighted | |
| type: f1 | |
| value: 0.9339351653217215 | |
| verified: true | |
| - name: loss | |
| type: loss | |
| value: 0.20814141631126404 | |
| verified: true | |
| # BERT-Mini fine-tuned on age_news dataset for news classification | |
| Test set accuray: 0.93 |