| Neural Networks (via Tensorflow) | Random Forest | H2O driverless AI | AutoGluon | Auto-Sklearn |
---|---|---|---|---|---|
Availability | Open source | Open source | License required | Open source | Open source |
Time consumption (Subjective to model setting) | High | Low | High | Low | Low |
Required skills | - High data science skills required in R or Python | -Â Basic data science skills required in R or Python | -Â No data science skills required for the user- interface - Minimum Python or R experience required to use the backend framework. (R/Python API client) | - Basic experience required in python | -Â Basic experience required in python |
Supported language | R or Python | R or Python | R or Python | Python only | Python only |