通过合成小类样本，使小类的样本数与大类的样本数相同，这样类不平衡的问题就解决了，在小类上的分类准确率提高(By synthesizing small class samples, the sample number of the small class is the same as the number of the large class, so the problem of unbalance is solved, and the