Supervised Learning on 39 AutoML Benchmark (test)
1FailuresAutoGluon
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AutoGluonTraining Time Limit=4h, Avg. Time (min)=2012020.03 | 1 | — | — | 23 | 1.8438 | 0.1385 | |
| TPOTTraining Time Limit=4h, Avg. Time (min)=2352020.03 | 5 | 6 | 27 | 5 | 3.375 | 0.2034 | |
| auto-sklearnTraining Time Limit=4h, Avg. Time (min)=2402020.03 | 6 | 6 | 27 | 3 | 3.8125 | 0.3197 | |
| Auto-WEKATraining Time Limit=4h, Avg. Time (min)=2442020.03 | 6 | 4 | 28 | 1 | 5.0938 | 0.8001 | |
| H2O AutoMLTraining Time Limit=4h, Avg. Time (min)=2202020.03 | 8 | 4 | 26 | 2 | 3.125 | 0.2447 | |
| GCP-TablesTraining Time Limit=4h, Avg. Time (min)=1952020.03 | 14 | 5 | 20 | 4 | 3.75 | 0.3336 |