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communav-kcelectra-multiclass-classification-v1
nbsp1221/communav-kcelectra-multiclass-classification-v1
communav-kcelectra-multiclass-classification-v1 is a text classification model from nbsp1221. Use it when you need a label for a piece of text. It is set up for transformers.
- LABEL0: 자유 - LABEL1: 학사 - LABEL2: 장학 · 행정 - LABEL3: 학교생활 - LABEL4: 수업 - LABEL5: 수업/이과 - LABEL6: 수업/문과 - LABEL7: 캠퍼스 - LABEL8: 취업 · 진로 - LABEL9: 일상생활 - LABEL10: 음식점 · 카페 - LABEL11: 취미 · 여가 - LABEL12: 인간관계 - LABEL13: 병역
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- May 4, 2024
- Updated
- Jun 4, 2024
- SHA
- 933c168b
Model card
From the Hugging Face model README
- LABEL_0: 자유
- LABEL_1: 학사
- LABEL_2: 장학 · 행정
- LABEL_3: 학교생활
- LABEL_4: 수업
- LABEL_5: 수업/이과
- LABEL_6: 수업/문과
- LABEL_7: 캠퍼스
- LABEL_8: 취업 · 진로
- LABEL_9: 일상생활
- LABEL_10: 음식점 · 카페
- LABEL_11: 취미 · 여가
- LABEL_12: 인간관계
- LABEL_13: 병역
| Accuracy | Precision | Recall | F1 Score | |
|---|---|---|---|---|
| Train | 0.9987 | 0.9987 | 0.9987 | 0.9987 |
| Validation | 0.9544 | 0.9556 | 0.9544 | 0.9545 |
| Test | 0.9505 | 0.9587 | 0.9505 | 0.9508 |
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- Languages
- ko
- Created
- May 4, 2024
- Updated
- Jun 4, 2024