Cross Validated
2023-02-15 09:21 UTC
By Omar Sow
AI-113-20230215-social-media-1d82436a
Get the R2/RMSE for each category of a dataset
This might be a dumb question ! I built a model and I'm satisfied enough with the model, given that I have a dataset with categorical variables I wanted to see the R2/RMSE for each of those categories, but I'm unsure on which set I should conduct this test should I use the training set for that ? My understanding is that the results would be too good because the model already "saw" the data I'm inputing. So should I use the test set instead ?
This might be a dumb question ! I built a model and I'm satisfied enough with the model, given that I have a dataset with categorical variables I wanted to see the R2/RMSE for each of those categories, but I'm unsure on which set I should conduct this test should I use the training set for that ? My understanding is that the results would be too good because the model already "saw" the data I'm inputing. So should I use the test set instead ?
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