Detailed Notes on case study analysis

. There are lots of main reasons why a dataset may be imbalanced. For example, the group you are concentrating on may very well be unusual in the inhabitants, or the information could be tricky to collect. Typically, you use SMOTE when The category

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for every goal class and its closest neighbors. The algorithm then generates new examples that Blend options on the goal case with capabilities of its neighbors. This method enhances the capabilities accessible to Every single class and would make the samples more standard.

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