What are methods to make a predictive model more robust to outliers?

Data Science Interview Questions › Category: Data Science › What are methods to make a predictive model more robust to outliers?
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DS asked 6 years ago
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DS answered 6 years ago

Here are some changes you can make to your model: 1) Use a model that’s resistant to outliers 2) Use a more robust error metric.

Here are some changes you can make to your data: 1) Winsorize your data. 2) Transform your data 3) Remove the outliers.

 

https://www.quora.com/What-are-methods-to-make-a-predictive-model-more-robust-to-outliers

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