Hard Lessons, Real Tips

From imbalanced datasets to boosting algorithms

Imbalanced dataset full tool kit

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There are two different situations when an imbalanced dataset is problematic.

Type one is when the cost of misclassifying is a lot higher for the minority class than the majority. In other…