Submit your inspiring success story or innovative use case to the 2022 Dataiku Frontrunner Awards! ENTER YOUR SUBMISSION

How to deal with imbalanced dataset

yash
Level 2
Level 2
How to deal with imbalanced dataset

When we have a dataset with imbalanced classes how to build a model on this dataset by sampling. I have noticed that class rebalancing is available for data preparation but that only works with undersample and not oversampling. 

So how can I over sample my dataset. Is there any recipe or option to select SMOTE or ADASYN before modelling?

0 Kudos
1 Reply
Snoopy
Dataiker
Dataiker
0 Kudos