A closest neighbor is a row of knowledge (a case) that's just like a target case. The gap concerning any two cases is calculated by combining the weighted vectors of all characteristics.
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This paper has a superb summary of the consequences and on the theoretical validity of implementing SMOTE in these cases: Blagus and Lusa: SMOTE for prime-dimensional course-imbalanced data.
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You must also ensure that a minimum of among the expressions inside the THEN or ELSE clauses isn't the NULL regular. Even though NULL can be returned from many outcome expressions, not every one of these can explicitly be the NULL continuous. If all consequence expressions make use of the NULL regular, error 8133 is returned.
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