AutoML on AutoML Benchmark 10-fold (train test)
8WinsH2O AutoML
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| H2O AutoMLTraining time limit=4h, Source=Original AutoML Benchmark2020.03 | 8 | 29 | 2 | 4 | 3.4444 | 9.72 | 208 | |
| H2O AutoMLTraining time limit=4h, Source=Current run2020.03 | 7 | 23 | 9 | 2 | 3.5 | 8.51 | 223 | |
| TPOTTraining time limit=4h, Source=Original AutoML Benchmark2020.03 | 7 | 29 | 3 | 5 | 4.7778 | 15.19 | 247 | |
| auto-sklearnTraining time limit=4h, Source=Original AutoML Benchmark2020.03 | 6 | 31 | 1 | 2 | 4.6667 | 13.85 | 246 | |
| auto-sklearnTraining time limit=4h, Evaluation protocol=10-fold average2020.03 | 4 | 28 | 7 | 3 | 2.9474 | 15.89 | 240 | |
| auto-sklearnTraining time limit=4h, Source=Current run2020.03 | 4 | 28 | 7 | 2 | 4.7778 | 14.27 | 240 | |
| TPOTTraining time limit=4h, Evaluation protocol=10-fold average2020.03 | 3 | 27 | 9 | 2 | 3.3158 | 20.93 | 236 | |
| TPOTTraining time limit=4h, Source=Current run2020.03 | 3 | 27 | 9 | 0 | 5.3889 | 19.49 | 237 | |
| H2O AutoMLTraining time limit=4h, Evaluation protocol=10-fold average2020.03 | 2 | 23 | 9 | 6 | 2.4737 | 9.55 | 224 | |
| Auto-WEKATraining time limit=4h, Evaluation protocol=10-fold average2020.03 | 1 | 31 | 7 | 0 | 4.8947 | 99.02 | 242 | |
| Auto-WEKATraining time limit=4h, Source=Original AutoML Benchmark2020.03 | 1 | 33 | 4 | 0 | 8.2222 | 82.84 | 237 | |
| Auto-WEKATraining time limit=4h, Source=Current run2020.03 | 1 | 31 | 7 | 0 | 8.3333 | 71.94 | 242 | |
| AutoGluonTraining time limit=4h, Evaluation protocol=10-fold average2020.03 | 0 | 0 | 1 | 27 | 1.3684 | 3.03 | 197 | |
| AutoGluonTraining time limit=4h, Source=Current run2020.03 | 0 | 0 | 1 | 24 | 1.8889 | 3.91 | 195 |