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Patient Phenotyping on Clinical dataset Shortness of Breath (test)
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34.7
1-NN Error Rate
P-UMAP-CE
34.6496
34.9898
35.33
35.6702
Jun 3, 2026
1-NN Error Rate
5-NN Error Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
1-NN Error Rate
5-NN Error Rate
P-UMAP-CE
2026.06
34.7
29.75
P-UMAP-CEMSE
2026.06
34.9
30.16
UMAP
Mode=Train+Test
2026.06
35.21
30.3
UMAP
ns (subsampling parame...
2026.06
35.36
30.6
UMAP
ns (subsampling parame...
2026.06
35.4
31.45
P-UMAP-MSE
2026.06
35.75
30.95
UMAP
ns (subsampling parame...
2026.06
35.96
30.79
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