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Dimensionality Reduction on Clinical dataset Shortness of Breath (train+test)
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0.8342
Trustworthiness (T5)
P-UMAP-CE
0.79832
0.807635
0.81695
0.826265
Jun 3, 2026
Trustworthiness (T5)
Trustworthiness (T30)
Trustworthiness (T100)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Trustworthiness (T5)
Trustworthiness (T30)
Trustworthiness (T100)
P-UMAP-CE
2026.06
0.8342
0.8098
0.7982
UMAP
Mode=Train+Test
2026.06
0.8303
0.8004
0.7853
UMAP
ns (subsampling parame...
2026.06
0.8179
0.7958
0.7828
UMAP
ns (subsampling parame...
2026.06
0.8166
0.7944
0.7823
UMAP
ns (subsampling parame...
2026.06
0.8159
0.7942
0.7817
P-UMAP-CEMSE
2026.06
0.807
0.7982
0.787
P-UMAP-MSE
2026.06
0.7997
0.7803
0.7693
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