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Some researchers have investigated irrespective of whether SMOTE is efficient on higher-dimensional or sparse information, for instance details used in text classification or genomics datasets.
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You enter a hundred. The SMOTE part generates new minority cases. It provides the exact same number of minority cases that were in the original dataset. Because SMOTE would not maximize the volume of the greater part cases, the proportion of cases of each class has adjusted.
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