How does data imbalance make the task of classification more difficult?
- 21 May 2021
- Machine Learning
Today we have another piece of scientific content from 4KST! In it, our technical team tackles the problem of how data imbalance makes the task of classification difficult. In streaming environments, this becomes even more complicated, as the proportion of classes can vary over time. Approaches based on a technique called "misclassification costs" can be used to mitigate this problem. See the paper on this subject: https://lnkd.in/dqVCBHH
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