Closed hykun1989 closed 1 year ago
Merging #67 (f22d6e4) into master (fd25602) will not change coverage. The diff coverage is
100.00%
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smote_variants/oversampling/_smote_amsr.py | 100.00% <100.00%> (ø) |
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SMOTE_AMSR: combing the attention mechanism of sparse regions and the interpolation technique of geometric topology to Generate New Minority Data. In this method, we first introduced the sparsity evaluation function to score each instance of the minority class. Sparser instances will have larger weights and then the new data will be created more around them. And then, we used the geometric topology-based interpolation method to expand the diversity of the minority class.