Google Colab For each of the three types of defects, we compared what the results would be using various completion methods.

An example of how hard it is to fill in with averages.

  • image

Example of a linear regression that is out of alignment

  • image

Various other missing value processes https://towardsdatascience.com/how-to-handle-missing-data-8646b18db0d4


This page is auto-translated from /nishio/欠損値 using DeepL. If you looks something interesting but the auto-translated English is not good enough to understand it, feel free to let me know at @nishio_en. I’m very happy to spread my thought to non-Japanese readers.