Persona Clustering on LLM Persona Large Sample (N=2000)
91.56Clustering AccuracyBig Five
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Big FiveAnalytical Condition=FO, N=20002026.07 | 91.56 | — | |
| SPDAnalytical Condition=FO, N=20002026.07 | 87.6 | — | |
| SPDAnalytical Condition=RO-BTSP, N=2000, Bootstrap Iterations (B)=2002026.07 | 85.85 | 8.38 | |
| SPDAnalytical Condition=RO, N=20002026.07 | 76.21 | — | |
| EigenvaluesAnalytical Condition=FO, N=20002026.07 | 75.21 | — | |
| Big FiveAnalytical Condition=RO, N=20002026.07 | 73.33 | — | |
| Big FiveAnalytical Condition=RO-BTSP, N=2000, Bootstrap Iterations (B)=2002026.07 | 73.33 | — | |
| EigenvectorsAnalytical Condition=FO, N=20002026.07 | 63.33 | — | |
| EigenvectorsAnalytical Condition=RO, N=20002026.07 | 63.23 | — | |
| EigenvaluesAnalytical Condition=RO-BTSP, N=2000, Bootstrap Iterations (B)=2002026.07 | 59.75 | 8.42 | |
| EigenvectorsAnalytical Condition=RO-BTSP, N=2000, Bootstrap Iterations (B)=2002026.07 | 55.18 | 8.2 | |
| EigenvaluesAnalytical Condition=RO, N=20002026.07 | 54.07 | — |