Latest posts tagged with #Oversampling on Bluesky
Local Distribution-Based Adaptive Oversampling for Imbalanced Regression
Shayan Alahyari, Mike Domaratzki
Action editor: Bo Han
https://openreview.net/forum?id=6qYTR9iJdm
#undersampling #oversampling #imbalance
Moreover, oversampling harms probability calibration, making it just as detrimental as SMOTE. Bottom line: no benefits, only damage.
#smote #oversampling
Stop oversampling! Changing the cutoff in probabilistic classifiers is enough for imbalanced data.
In our new paper, Gabriel O. Assunção, Marcos O. Prates, and I explore this in depth. jds-online.org/journal/JDS/...
#DataScience #MachineLearning #ImbalancedData #AI #Oversampling
