Skewed Data

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Skewed Classes—the ratio of positive to negative examples is very close to one of two extremes.
In that case, it becomes much harder to use just classification accuracy.It’s not clear that the decrease of error rates implies improving or not.

Precision/Recall
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Neither R nor P could be too small.

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