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Dimensionality Reduction on Clinical dataset Shortness of Breath (train)
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84.31
Trustworthiness (T5)
P-UMAP-CE
81.0652
81.9076
82.75
83.5924
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
84.31
81.19
79.94
UMAP
Mode=Train+Test
2026.06
82.83
79.75
78.29
UMAP
ns (subsampling parame...
2026.06
82.29
79.48
78.19
P-UMAP-CEMSE
2026.06
81.21
79.98
78.87
P-UMAP-MSE
2026.06
81.19
78.58
77.41
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