Model diagnostic efficiency on LOMO behavioral dataset (held-out model fold)
1Kendall's TauUncertainty
Evaluation Results
| Method | Links | |
|---|---|---|
| UncertaintyN=5002026.06 | 1 | |
| IRT-adaptiveN=5002026.06 | 0.94 | |
| Bench.-strat.N=5002026.06 | 0.85 | |
| UncertaintyN=2502026.06 | 0.82 | |
| Taxonomy-cond.N=5002026.06 | 0.82 | |
| Bench.-strat.N=2502026.06 | 0.81 | |
| Taxonomy-cond.N=502026.06 | 0.81 | |
| RandomN=5002026.06 | 0.8 | |
| IRT-adaptiveN=2502026.06 | 0.79 | |
| Taxonomy-cond.N=2502026.06 | 0.79 | |
| Difficulty-strat.N=5002026.06 | 0.78 | |
| RandomN=2502026.06 | 0.76 | |
| Bench.-strat.N=1002026.06 | 0.76 | |
| Difficulty-strat.N=2502026.06 | 0.74 | |
| Taxonomy-cond.N=1002026.06 | 0.74 | |
| UncertaintyN=1002026.06 | 0.72 | |
| UncertaintyN=502026.06 | 0.66 | |
| Bench.-strat.N=502026.06 | 0.64 | |
| IRT-adaptiveN=1002026.06 | 0.62 | |
| IRT-adaptiveN=502026.06 | 0.58 | |
| RandomN=1002026.06 | 0.54 | |
| Difficulty-strat.N=1002026.06 | 0.44 | |
| RandomN=502026.06 | 0.34 | |
| Difficulty-strat.N=502026.06 | 0.34 | |
| Taxonomy-cond.N=102026.06 | 0.33 | |
| Taxonomy-cond.N=252026.06 | 0.33 | |
| RandomN=252026.06 | 0.31 | |
| Difficulty-strat.N=252026.06 | 0.31 | |
| UncertaintyN=252026.06 | 0.28 | |
| Bench.-strat.N=252026.06 | 0.24 | |
| Difficulty-strat.N=102026.06 | 0.03 | |
| RandomN=102026.06 | 0.02 | |
| Bench.-strat.N=102026.06 | 0 | |
| IRT-adaptiveN=102026.06 | 0 | |
| IRT-adaptiveN=252026.06 | 0 | |
| UncertaintyN=102026.06 | 0 |