vanderschaarlab / autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
https://www.autoprognosis.vanderschaar-lab.com/
Apache License 2.0
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Can Autoprognosis handle collinearity? #78

Open williamty opened 11 months ago

williamty commented 11 months ago

Collinearity is a common problem in medical analysis. For example, age group is classified data, and age is numerical data. If the data is not collinearly processed, it will produce a very high prediction accuracy, but it is meaningless. How will Autoprognosis handle that?