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Table 6 Summary of the range (minimum to maximum) of features selected over 30 iterations

From: New bandwidth selection criterion for Kernel PCA: Approach to dimensionality reduction and classification problems

Data set

t-test ( p<0 .05)

PAM

Lasso

1: Colon

197-323

15-373

8-36

2: Breast

993-1124

13-4718

7-87

3: Pancreatic

2713-4855

3-1514

12-112

4: Cervical

5858-6756

2-10692

5-67

5: Leukemia

1089-2654

137-11453

2-69

6: Ovarian

7341-7841

34-278

62-132

7: Head and neck squamous

   

cell carcinoma

307-831

1-12625

3-35

8: Duchenne muscular dystrophy

973-2031

129-22283

8-24

9: HIV encephalitis

941-1422

1-12625

1-20

  1. p-value: False Discovery Rate (FDR) corrected.
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BMC Bioinformatics

ISSN: 1471-2105

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