How to handle imbalanced datasets?
I have a binary classification problem where class 0 has 95% of samples and class 1 has only 5%. My model always predicts class 0! What techniques ca...
D
Daniel Kim
@ml_researcher
4560 reputation
Joined Nov 2025
ML researcher. Published papers on NLP and computer vision.
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Recent Problems
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Recent Solutions
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This is a great question that many people ask! **Here's my explanation:** The key thing to understand is that this concept builds on fundamental principles. Let me break it down: 1. **First**, you ...