Tabular Classification on AutoML Benchmark
7Winsauto-sklearn
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| auto-sklearnTraining Time Limit=1h, Optimization Metric=AUC2020.03 | 7 | 22 | 5 | 3 | 3.7105 | 25.06 | 60 | |
| GCP-TablesTraining Time Limit=1h, Optimization Metric=AUC2020.03 | 6 | 15 | 13 | 5 | 2.9211 | 19.73 | 83 | |
| Auto-WEKATraining Time Limit=1h, Optimization Metric=AUC2020.03 | 6 | 27 | 4 | 4 | 5.7105 | 72.12 | 60 | |
| H2O AutoMLTraining Time Limit=1h, Optimization Metric=AUC2020.03 | 5 | 27 | 1 | 1 | 4.0263 | 31.98 | 58 | |
| TPOTTraining Time Limit=1h, Optimization Metric=AUC2020.03 | 5 | 26 | 4 | 3 | 4.6053 | 41.02 | 67 | |
| AutoPilotTraining Time Limit=1h, Optimization Metric=accuracy2020.03 | 2 | 23 | 12 | 0 | 5.1842 | 49.37 | 58 | |
| AutoGluonTraining Time Limit=1h, Optimization Metric=AUC2020.03 | 0 | 0 | 0 | 17 | 1.8421 | 5.09 | 56 |