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This paper has an excellent summary of the effects and from the theoretical validity of making use of SMOTE in these types of cases: Blagus and Lusa: SMOTE for high-dimensional class-imbalanced details.
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You enter a fantastic read a hundred. The SMOTE component generates new minority cases. It provides the identical amount of minority cases which were in the initial dataset. Simply because SMOTE isn't going to improve the amount of bulk cases, the proportion of cases of each and every course has changed.
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