Abstract:Abstract. As one of the most popular research fields in machine learning, the research on imbalanced dataset receives more and more attentions in recent years. The imbalanced problem usually occurs in when minority classes have extremely fewer samples than the others. Traditional classification algorithms have not taken the distribution of dataset into consideration, thus they fail to deal with the problem of class-imbalanced learning, and the performance of classification tends to be dominated by the majority… Show more
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