Multicollinearity — How does it create a problem?

Understand in-depth how multicollinearity can affect the model’s performance

Gagandeep Singh
Towards Data Science
3 min readAug 9, 2019

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During regression analysis, we check many things before actually performing regression forehand. We check if the independent values are correlated, we check if the feature we are selecting is significant or not and also if there are any missing values…

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