New answers tagged smote
1
vote
Follow up question regarding Upsampling for Imbalanced Data and the use of ADASYN instead of SMOTE
There are a couple of questions you asked, but all of them are properly answered by one statement - your test data needs to reflect the real world as much as possible.
That is why you stratify when ...
Top 50 recent answers are included
Related Tags
smote × 96class-imbalance × 59
python × 25
machine-learning × 21
classification × 19
imbalanced-learn × 11
cross-validation × 10
scikit-learn × 9
multiclass-classification × 9
sampling × 9
dataset × 6
training × 5
smotenc × 5
r × 4
oversampling × 4
deep-learning × 3
neural-network × 3
nlp × 3
feature-selection × 3
random-forest × 3
xgboost × 3
logistic-regression × 3
data-science-model × 3
preprocessing × 3
boosting × 3