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Table 1 Summary statistics for the three quantitative traits (\(T_1\), \(T_2\) and \(T_3\)) in the simulated training dataset (\(n=3000\) genotypes)

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

Trait

Min.

1st Qu.

Median

Mean

3rd Qu.

Max.

Sd

\(T_1\)

-584.993650

-116.244762

-1.711490

-0.000004

112.248515

587.189720

176.518911

\(T_2\)

-32.233530

-6.502070

0.075480

-0.000004

6.615977

32.514590

9.514060

\(T_3\)

-0.095720

-0.015893

0.000650

0.000005

0.016450

0.085240

0.024474