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modelfoxdotdev / modelfox

ModelFox makes it easy to train, deploy, and monitor machine learning models.
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How to fix imbalanced dataset in tangram #72

Closed iamharikrishnank closed 2 years ago

iamharikrishnank commented 2 years ago

Our dataset is imbalanced.Some values are greater in number compared to majority values in dataset. How can it be solved while creating model in tangram using custom configuration

isabella commented 2 years ago

Hi @iamharikrishnank: Currently, Tangram does not automatically handle imbalanced datasets. It is something that we are actively working on, here is the issue to track it: https://github.com/tangramdotdev/tangram/issues/39#issue-992353507. Here is a discussion where we talk about the best ways to handle this for now: https://github.com/tangramdotdev/tangram/discussions/38. Let me know if you have more questions. Also, if you have a preference of how Tangram will automatically handle imbalanced datasets, let us know!

nitsky commented 2 years ago

I am going to close this as a duplicate of #39.