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Table 6 Optimal λ suggested in projection method with considered kernels

From: Optimal projection method determination by Logdet Divergence and perturbed von-Neumann Divergence

Methods GHI Kernel Cosine kernel
Dataset α=1,β=2 α=1,β=3 α=2,β=3  
Live disorder data 2.38 2.37 2.45 2.17
Sonar data 2 2 2 2
Breast data 4.6 6.57 4.06 4.29
Cystic (q=1) 71 71 100 5.8
Cystic (q=2) 100 100 1 2.5
Cystic (q=3) 100 100 1 2.8
Cystic (q=4) 100 100 1 3.67
Cystic (q=5) 100 100 100 6.2
Cystic (q=6) 1 1 1 14
Cystic (q=7) 1 1 1 21
Cystic (q=8) 1 1 1 37
Cystic (q=9) 1 1 1 85
Leukemia (q=1) 47.33 47.33 46.67 10
Leukemia (q=2) 28.25 28.25 22.80 7.4
Leukemia (q=3) 46.5 46.5 47 5.42
Leukemia (q=4) 1 1 1 3.06
Leukemia (q=5) 1 1 1 2.33
Leukemia (q=6) 1 1 1 2.39
Leukemia (q=7) 100 100 100 2.56
Leukemia (q=8) 100 100 100 2.67
Leukemia (q=9) 1 1 1 2.98
NSCLC 2.0 46 2 2
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