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heidmic / suprb

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Change default values for components #77

Closed Saethox closed 2 years ago

Saethox commented 2 years ago

The default values for some components are rather outdated, and we should replace them with, e.g., the tuned values/config used in the paper.

Saethox commented 2 years ago

This especially includes using Ridge with a low alpha (e.g. 0.01) instead of LinearRegression as local model, because this prevents the occasional MSE > 10^20 that previously happened on some datasets.