AutoML for Structured Data on Kaggle Benchmark 11 competitions
0FailuresAutoGluon
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AutoGluonTraining time limit=8h2020.03 | 0 | 0 | 0 | 6 | 2.125 | 61.76 | 425 | |
| auto-sklearnTraining time limit=8h2020.03 | 0 | 3 | 8 | 1 | 3.875 | 48.51 | 480 | |
| AutoGluonTraining time limit=4h, Avg. Time (min)=2022020.03 | 0 | — | — | 7 | 1.7143 | 70.41 | — | |
| auto-sklearnTraining time limit=4h, Avg. Time (min)=2402020.03 | 0 | 3 | 8 | 1 | 3.8571 | 48.19 | — | |
| GCP-TablesTraining time limit=8h2020.03 | 1 | 4 | 6 | 3 | 2.5 | 58.61 | 426 | |
| TPOTTraining time limit=8h2020.03 | 1 | 2 | 8 | 0 | 3.5 | 47.93 | 565 | |
| Auto-WEKATraining time limit=8h2020.03 | 1 | 0 | 10 | 0 | 6 | 21.61 | 435 | |
| GCP-TablesTraining time limit=4h, Avg. Time (min)=2222020.03 | 1 | 3 | 7 | 3 | 2.2857 | 62.81 | — | |
| TPOTTraining time limit=4h, Avg. Time (min)=3802020.03 | 1 | 1 | 9 | 0 | 3.7143 | 47.11 | — | |
| Auto-WEKATraining time limit=4h, Avg. Time (min)=2212020.03 | 1 | 0 | 10 | 0 | 6 | 20.56 | — | |
| H2O AutoMLTraining time limit=8h2020.03 | 2 | 2 | 7 | 1 | 3 | 50.68 | 448 | |
| H2O AutoMLTraining time limit=4h, Avg. Time (min)=2272020.03 | 3 | 1 | 7 | 0 | 3.4286 | 51.29 | — |