Mean Columnwise Root Mean Squared Error (MCRMSE)

A metric used for those tasks where multiple targets need to be predicted. This metric simply takes the average of the RMSE of each target.

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Let’s say a model had to predict the velocity, acceleration, and drag force for 3 cars.