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I feel like articles like this are always… behind. SHAP isn’t a perfect tool by any means but it would catch the low hanging fruit like the “R” example
by oneoff786 4y ago
I feel like articles like this are always… behind. SHAP isn’t a perfect tool by any means but it would catch the low hanging fruit like the “R” example
- burtonator 4y agoThe R issue is a data cleansing problem too. Data cleansing is something that not many people talk about because it isn't exciting work.
- pauljurczak 4y ago> Data cleansing is something that not many people talk about Perhaps, because it is only of limited use in practice. For example, Kaggle competitions https://www.kaggle.com/ https://www.kaggle.com/ often have problems with bad data. Instead of cleaning it, their response always is: welcome to the real world.
- oneoff786 4y agoAs a real world data scientist, I spend at least 10x as much time cleaning data than creating models. Modeling is basically nothing
- killjoywashere 4y agoYeah, I skimmed it for about a minute and now I want my minute back.