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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and found no similar bug report.
### Ultralytics YOLO Component
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One way to handle imbalanced classes via downsampling in AutoGluon with bagging would be for each bagging fold to be comprised of: a randomly under-sampled subset of majority class (drawn without repl…
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Hi All,
I defined a "bad wine" if it had a quality score less than 5, 'good wine' if greater than 5 but less than 7, and the rest would be considered as "Excellent"
The red_wine and white_wine d…
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Hi,
Thanks for the code. How are you dealing with class imbalance problem. There will be vastly more gloss sentence pair that have label 0 then that have label 1.
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@yjh0410,
My dataset is highly imbalanced. The class count in the training dataset (2700 samples) is as follows:
`{'1': 306, '2': 60, '3': 133, '4': 14197, '6': 3886, '7': 69}`
The key is the cla…
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Dear Dr. AlexyAB,
I want to train a network on darknet for two class objects detection.
However, one class has 1000 examples, while the other one has only 50 examples.
I learned that I can us…
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