Imputation methods for missing data

Follow the full discussion on Reddit.
Maybe it is simple question but I want to see your opinions on this, I have small dataset of about 2000-3000 samples that were third party collected, since Physicians were collecting most of that data they most of time think like “ oh I forgot to ask this question to patient or to do this analysis who cares” problem is that 5-10% of data is missing but in different categories which makes it impossible to remove, so I wanted to check your opinion about imputation methods.


There's unfortunately not much to read here yet...

Discover the Best of Machine Learning.

Ever having issues keeping up with everything that's going on in Machine Learning? That's where we help. We're sending out a weekly digest, highlighting the Best of Machine Learning.

Join over 900 Machine Learning Engineers receiving our weekly digest.

Best of Machine LearningBest of Machine Learning

Discover the best guides, books, papers and news in Machine Learning, once per week.