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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.