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157157| poverty_A | 0.937 | ** 0.950** | 0.933 |
158158| taxi | 0.966 | 0.938 | ** 0.987** |
159159| adult | 0.995 | 0.967 | ** 0.998** |
160- | telecom | ** 0.995** | 0.868 | 0.992 |
161-
162- ** Table 1.3** Different sampling results, higher is better for a mean (ROC AUC), lower is better for std (100% - maximum
163- per dataset ROC AUC)
164-
165- | sample_type | mean | std |
166- | :----------------| ---------:| ----------:|
167- | None | 0.980 | 0.036 |
168- | gan | 0.969 | 0.06 |
169- | sample_original | ** 0.981** | ** 0.032** |
170-
171- ** Table 1.4** same_target_prop is equal 1 then the target rate for train and test are different no more than 5%. Higher
172- is better.
173-
174- | sample_type | same_target_prop | prop_test_score |
175- | :----------------| -------------------:| ------------------:|
176- | None | 0 | 0.964 |
177- | None | 1 | 0.985 |
178- | gan | 0 | 0.966 |
179- | gan | 1 | 0.945 |
180- | sample_original | 0 | 0.973 |
181- | sample_original | 1 | 0.984 |
182160
183161## Acknowledgments
184162
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