Tabular Classification on AutoML Benchmark (39 datasets) (test)
8WinsH2O AutoML
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| H2O AutoMLTraining Time Limit=1h2020.03 | 8 | 30 | 1 | 5 | 3.1818 | 0.1914 | 58 | |
| auto-sklearnTraining Time Limit=1h2020.03 | 8 | 26 | 5 | 4 | 3.7273 | 0.2176 | 60 | |
| GCP-TablesTraining Time Limit=1h2020.03 | 6 | 20 | 13 | 5 | 2.8182 | 0.201 | 90 | |
| TPOTTraining Time Limit=1h2020.03 | 5 | 30 | 4 | 4 | 4.0909 | 0.29 | 67 | |
| Auto-WEKATraining Time Limit=1h2020.03 | 4 | 31 | 4 | 2 | 5.6364 | 0.9383 | 62 | |
| AutoGluonTraining Time Limit=1h2020.03 | 0 | 0 | 0 | 19 | 1.5455 | 0.0474 | 57 |