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Sensitive attribute leakage on Census (KDD) Capital Gains 1.0
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-0.23
Pearson Correlation (r)
PCA
-0.2532
-0.0966
0.06
0.2166
Feb 20, 2026
Pearson Correlation (r)
Spearman Correlation (rho)
P-Value
Updated 5d ago
Evaluation Results
Method
Method
Links
Pearson Correlation (r)
Spearman Correlation (rho)
P-Value
PCA
Embedding Dimensions=50
2026.02
-0.23
-0.11
0
t-SNE
Embedding Dimensions=50
2026.02
-0.02
0.04
0.0049
UMAP
Embedding Dimensions=50
2026.02
0.01
0.002
0.89
SOMtime
Dimension=Z-axis activ...
2026.02
0.34
0.43
0.01
AE
Configuration=Best fro...
2026.02
0.35
0.4
0.0005
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