Skip to main content

Table 2 Number of genotypes in the training dataset (folds F1-F4) and validation dataset (fold F5) for each of the 10 replicates of the 5-fold cross-validation sets for the 2010, 2011 and 2012 KWS real maize datasets. Individuals were genotyped for a total of 32217 SNPs in all years

From: Genomic prediction using machine learning: a comparison of the performance of regularized regression, ensemble, instance-based and deep learning methods on synthetic and empirical data

 

Folds

 

2010

2011

2012

 

F1-F4

F5

F1-F4

F5

F1-F4

F5

Data

     Training

859

856

685

688

1104

1108

     Validation

214

217

172

169

277

273

Total

1073

857

1381