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Dimensionality Reduction on Clinical Dataset Abdominal Pain (train+test)
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87.3
Trustworthiness (T5)
P-UMAP-CE
81.788
83.219
84.65
86.081
Jun 3, 2026
Trustworthiness (T5)
Trustworthiness (T30)
Trustworthiness (T150)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Trustworthiness (T5)
Trustworthiness (T30)
Trustworthiness (T150)
P-UMAP-CE
2026.06
87.3
85.69
84.04
UMAP
Negative sampling (ns)=3
2026.06
83.62
82.17
80.5
P-UMAP-CEMSE
2026.06
83.5
83
81.39
UMAP
Negative sampling (ns)=5
2026.06
83.38
81.94
80.26
P-UMAP-MSE
2026.06
82
80.95
79.4
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