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DataRobot's Leaderboard value

Siya_Tshaya
NiCd Battery

What is the value of DataRobot's Leaderboard? Which three of the following are correct?

1.Finding the most accurate model

2.Preparing datasets for machine learning by changing features.

3.Listing the models for future comparison

4.Finding the best model for deployment.

 

2.Preparing datasets for machine learning would be the the incorrect one changing as the would fall under data preparation?

@dru @Linda 

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2 Replies
Siya_Tshaya
NiCd Battery

Or 

5.Defining how DataRobot mathematically evaluates the models.

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JamesLee
DataRobot Employee
DataRobot Employee

@Siya_Tshaya good thought on why a data prep task doesn’t seem appropriate. The Leaderboard is for comparing models that are already built, using a dataset you already prepared