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Table 4 Average size of selected model by true model size.

From: A comparison of internal validation techniques for multifactor dimensionality reduction

 

3WS

CV-5

True Size

Average Size

SE

Average Size

SE

1

2.94

0.008

1.30

0.019

2

2.90

0.006

1.91

0.012

3

3.99

0.002

2.38

0.020

4

3.99

0.003

3.17

0.033

  1. Comparison of average model size for both the three-way split and 5-fold cross-validation. For true sizes of one and two, MDR was performed for one to three loci. For true sizes of three and four, MDR was performed for one to four loci.
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BMC Bioinformatics

ISSN: 1471-2105

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