Classification on Amazon Employee Kaggle
94.41F1 ScoreEvolving Demonstration Optimization
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Evolving Demonstration OptimizationSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 94.41 | — | |
| FeatLLMSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.62 | — | |
| OpenFESamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.44 | — | |
| OriginalSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.37 | — | |
| AutoFeatSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.29 | — | |
| NFSSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.21 | — | |
| ELLM-FTSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.17 | — | |
| MOATSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.13 | — | |
| GRFGSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 93.02 | — | |
| AFATSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 92.97 | — | |
| TTGSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 92.79 | — | |
| ERGSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 92.43 | — | |
| RDGSamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 92.31 | — | |
| PCASamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 92.29 | — | |
| LDASamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 91.64 | — | |
| CAAFESamples=32,769, Features=9, Evaluation Protocol=5-fold cross-validation2026.02 | 91.41 | — | |
| AFTSource=Kaggle, Samples=32769, Features=92026.02 | — | 94.3 | |
| CAFESource=Kaggle, Samples=32769, Features=92026.02 | — | 94.7 | |
| ELLM-FTSource=Kaggle, Samples=32769, Features=92026.02 | — | 94.6 | |
| ERGSource=Kaggle, Samples=32769, Features=92026.02 | — | 74 | |
| GRFGSource=Kaggle, Samples=32769, Features=92026.02 | — | 94.6 | |
| LDASource=Kaggle, Samples=32769, Features=92026.02 | — | 92 | |
| NFSSource=Kaggle, Samples=32769, Features=92026.02 | — | 93.5 | |
| RDGSource=Kaggle, Samples=32769, Features=92026.02 | — | 74.4 | |
| TTGSource=Kaggle, Samples=32769, Features=92026.02 | — | 80.6 |