Trainer Approval Prediction on Wong behavioral outcome dataset fivefold stratified (val)
0.69AUROCPrior Topic Modeling + AI Quality Scores
Evaluation results
| Method | Links | |
|---|---|---|
| Prior Topic Modeling + AI Quality ScoresClassifier=Random Forest, Evaluation Strategy=fivefold stratified cross-validation2026.05 | 0.69 | |
| Prior Human-defined Categories + AI Quality ScoresClassifier=Random Forest, Evaluation Strategy=fivefold stratified cross-validation2026.05 | 0.69 | |
| Prior Topic ModelingClassifier=Random Forest, Evaluation Strategy=fivefold stratified cross-validation2026.05 | 0.67 | |
| AI-derived Quality ScoresClassifier=Random Forest, Evaluation Strategy=fivefold stratified cross-validation2026.05 | 0.66 | |
| Prior Human-defined CategoriesClassifier=Random Forest, Evaluation Strategy=fivefold stratified cross-validation2026.05 | 0.63 |