Easily create a baseline model

[lars-reimann]

Is your feature request related to a problem?

It would be helpful to easily create a baseline model to have a point of reference that must be beaten by a specifically built model.

Desired solution

We should offer a means that trains various suitable ML models with default settings on the given data and returns the best. Maybe it should also apply basic transformations to the data (handle categorical data, handle missing data, standardize data, remove IDs).

We could create classes BaselineRegressor and BaselineClassifier that offer the usual Regressor/Classifier interface. Additionally, they should have a function to get the best model.

Tasks:

• Baseline Data Cleaning feat: Baseline Data Cleaning #840
• Baseline Model Training feat: Baseline Model Training #841

Possible alternatives (optional)

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Additional Context (optional)

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[lars-reimann]

🎉 This issue has been resolved in version 0.27.0 🎉

The release is available on:

• v0.27.0
• GitHub release

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