Feature request: add data requirements section for algorithms

bfortuner / ml-glossary

Machine learning glossary

http://ml-cheatsheet.readthedocs.io

MIT License

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Feature request: add data requirements section for algorithms #12

Open snowch opened 6 years ago

snowch commented 6 years ago

It would be really useful if the descriptions for linear regression, logistic regression and algorithms had a section that described data requirements/expectations. For example, from what I understand, least squares estimates for regression models are highly sensitive to (not robust against) outliers.

bfortuner commented 6 years ago

Great idea. Do you want to take a crack at it? I'll leave this open as a feature request anyway for someone to tackle.