Table 4 Availability of the datasets.
From: Benchmarking AutoML for regression tasks on small tabular data in materials design
Alias | Availability | open access |
|---|---|---|
Guo-2019 | data mendeley36 | ✗ |
UCI-concrete | UCI data repository (Link 1) | \(\checkmark\) |
Yin-2021 | GitHub (Link 2) | \(\checkmark\) |
Hu-2021 | upon reasonable request | ✗ |
Matbench-steels | data repository (Link 3) | \(\checkmark\) |
Atici-2011 | Paper31 | ✗ |
Su-2020-2 | Paper41 | ✗ |
Su-2020-1 | Paper41 | ✗ |
Huang-2021 | Paper33 | ✗ |
Bachir-2018 | Paper32 | \(\checkmark\) |
Koya-2018 | Paper34 | \(\checkmark\) |
Xiong-2014 | Paper39 | \(\checkmark\) |
