Multi-Label Text classification model used to decode if passages contain a misfortunate event, a cause for misfortune, and/or an action to mollify or prevent some misfortune. The current F1 micro score of 140 passages not used for training is .678. individual class f1 scores shown below.
- EVENT: .916
- Illness: .870
- Accident: .0
- Other: .0
- CAUSE: .863
- Just Happens: .870
- Material Physical: .0
- Spirits and Gods: .718
- Witchcraft and Sorcery: .0
- Rule Violation Taboo: .0
- Jealous Evil Eye: .0
- ACTION: .766
- Physical Material: .538
- Technical Specialist: .0
- Divination: .0
- Shaman Medium Healer: .08
- Priest High Religion: .0
- Other: .0
For a quick demo, try typing in a sentence or even a paragraph in the Hosted inference API then pressing "compute"!
- Downloads last month
- 10