Table 1 Summary of related AutoML systems
System | Cost | Coding need | Data type | Operating system | ||
|---|---|---|---|---|---|---|
Linux | Mac | Windows | ||||
Google AutoML | Billable | No | Tabular images, text | Cloud computing | ||
Amazon AutoML | Billable | No | Tabular images, text | Cloud computing | ||
Microsoft AutoML | Billable | No | Tabular images, text | Cloud computing | ||
Auto-Sklearn [10] | Free | Yes | Tabular | Yes | No | No |
ATM [34] | Free | Yes | Tabular | Yes | – | – |
TPOT [35] | Free | Yes | Tabular | Yes | Yes | Yes |
Auto-WEKA [36] | Free | Yes | Tabular | Yes | Yes | Yes |