Add Support for automatically upsampling the minority class in the case of large class imbalance.

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ModelFox makes it easy to train, deploy, and monitor machine learning models.

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Add Support for automatically upsampling the minority class in the case of large class imbalance. #39

Open isabella opened 2 years ago

isabella commented 2 years ago

Hi, I'm trying out Tangram for a binary classification problem. I have data with about 600 observations in one class and 6000 in another. Can I do a weighted model with Tangram that would balance the classes? Or does Tangram do some balancing implicitly under the hood?

Originally posted by @otsaw in https://github.com/tangramdotdev/tangram/discussions/38