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Geometric Consistency Evaluation on RNA-seq lung cancer dataset (test)
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76.98
Lcl-F1
Euclidean Embedding of Data Using Local Distances
29.1504
41.5677
53.985
66.4023
May 19, 2026
Lcl-F1
Lcl-mtrc
Glbl-mtrc
Updated 14d ago
Evaluation Results
Method
Method
Links
Lcl-F1
Lcl-mtrc
Glbl-mtrc
Euclidean Embedding of Data Using Local Distances
Embedding dimension=30
2026.05
76.98
0.0566
0.1589
UMAP
Embedding dimension=30
2026.05
71.6
0.1788
3.1886
t-SNE
Embedding dimension=30
2026.05
67.88
3.2433
34.28
IsoMap
Embedding dimension=30
2026.05
58.22
0.1087
0.1519
LplcMps
Embedding dimension=30
2026.05
54.1
0.0761
0.9903
LLE
Embedding dimension=30
2026.05
52.58
0.0756
0.9428
LTSA
Embedding dimension=30
2026.05
30.99
0.0752
0.9383
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