ROA Prediction on Firm posts dataset Tmid 10 posts threshold
0.03Partial R2BERTopic
Evaluation Results
| Method | Links | |
|---|---|---|
| BERTopicType=Non-top, Char.=Behavior2026.04 | 0.03 | |
| NMFType=Non-top, Char.=Behavior2026.04 | 0.025 | |
| Split(Proposed)Type=Non-top, Char.=Behavior2026.04 | 0.024 | |
| BERTopicType=Top, Char.=Behavior2026.04 | 0.017 | |
| Split(Proposed)Type=Top, Char.=Attitude2026.04 | 0.015 | |
| RelabelType=Non-top, Char.=Ability2026.04 | 0.013 | |
| RelabelType=Top, Char.=Attitude2026.04 | 0.011 | |
| Split(Proposed)Type=Top, Char.=Ability2026.04 | 0.01 | |
| Split(Proposed)Type=Top, Char.=Behavior2026.04 | 0.008 | |
| NMFType=Top, Char.=Attitude2026.04 | 0.008 | |
| NMFType=Non-top, Char.=Attitude2026.04 | 0.008 | |
| NMFType=Non-top, Char.=Ability2026.04 | 0.008 | |
| BERTopicType=Top, Char.=Attitude2026.04 | 0.007 | |
| Split(Proposed)Type=Non-top, Char.=Ability2026.04 | 0.007 | |
| NMFType=Top, Char.=Behavior2026.04 | 0.006 | |
| RelabelType=Top, Char.=Behavior2026.04 | 0.006 | |
| BERTopicType=Non-top, Char.=Attitude2026.04 | 0.006 | |
| BERTopicType=Top, Char.=Ability2026.04 | 0.005 | |
| RelabelType=Top, Char.=Ability2026.04 | 0.005 | |
| NMFType=Top, Char.=Ability2026.04 | 0.003 | |
| BERTopicType=Non-top, Char.=Ability2026.04 | 0.001 | |
| Split(Proposed)Type=Non-top, Char.=Attitude2026.04 | 0 |