ROA Prediction on Firm posts dataset Tmin, 5 posts threshold
2.4Partial R^2Relabel
Evaluation Results
| Method | Links | |
|---|---|---|
| RelabelType=Non-top, Char.=Behavior2026.04 | 2.4 | |
| BERTopicType=Non-top, Char.=Behavior2026.04 | 1.8 | |
| Split(Proposed)Type=Non-top, Char.=Behavior2026.04 | 1.8 | |
| BERTopicType=Top, Char.=Attitude2026.04 | 1.1 | |
| RelabelType=Top, Char.=Attitude2026.04 | 1 | |
| Split(Proposed)Type=Top, Char.=Attitude2026.04 | 1 | |
| NMFType=Non-top, Char.=Behavior2026.04 | 1 | |
| BERTopicType=Top, Char.=Behavior2026.04 | 0.9 | |
| NMFType=Top, Char.=Attitude2026.04 | 0.7 | |
| Split(Proposed)Type=Non-top, Char.=Ability2026.04 | 0.7 | |
| RelabelType=Top, Char.=Behavior2026.04 | 0.6 | |
| BERTopicType=Non-top, Char.=Attitude2026.04 | 0.6 | |
| Split(Proposed)Type=Top, Char.=Behavior2026.04 | 0.5 | |
| NMFType=Top, Char.=Ability2026.04 | 0.5 | |
| RelabelType=Top, Char.=Ability2026.04 | 0.5 | |
| Split(Proposed)Type=Top, Char.=Ability2026.04 | 0.5 | |
| NMFType=Non-top, Char.=Ability2026.04 | 0.5 | |
| NMFType=Top, Char.=Behavior2026.04 | 0.4 | |
| BERTopicType=Top, Char.=Ability2026.04 | 0.4 | |
| RelabelType=Non-top, Char.=Ability2026.04 | 0.4 | |
| RelabelType=Non-top, Char.=Attitude2026.04 | 0.1 | |
| NMFType=Non-top, Char.=Attitude2026.04 | 0 | |
| Split(Proposed)Type=Non-top, Char.=Attitude2026.04 | 0 | |
| BERTopicType=Non-top, Char.=Ability2026.04 | 0 |