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Table 3 The prediction test accuracy of the models on the SNP pair data sets against the number of trees K.

From: Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests

Data set

Model

K

  

20

50

80

100

200

ALZ

RF

.517

.491

.505

.555

.533

 

GRRF

.503

.500

.539

.533

.528

 

wsRF

.528

.588

.527

.602

.593

 

ts-RF

.711

.775

.791

.846

.893

PAR

RF

.579

.557

.553

.597

.580

 

GRRF

.532

.604

.641

.669

.680

 

wsRF

.647

.680

.708

.710

.745

 

ts-RF

.852

.871

.858

.861

.871

  1. Numbers in bold are the best results.
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BMC Genomics

ISSN: 1471-2164

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