Table 1 Table showing the overall prediction performance in function of the number of weights in the models.

From: Biologically meaningful genome interpretation models to address data underdetermination for the leaf and seed ionome prediction in Arabidopsis thaliana

Model

Seed Pearson (std)

Leaf Pearson (std)

# parameters

Galiana

0.202 (0.079)

0.196 (0.090)

1443747

transf50epochs

0.202 (0.085)

0.217 (0.093)

1,443,747

transf30epochs

0.180 (0.070)

0.225 (0.091)

1,443,747

frozen200

0.095 (0.069)

0.100 (0.055)

17,836

frozen500

0.105 (0.065)

0.138 (0.057)

44,536

BMSNN100

0.173 (0.084)

0.216 (0.083)

163,996

BMSNN50

0.172 (0.083)

0.182 (0.097)

98,396

GPSNN

\(-0.012\) (0.075)

0.021 (0.051)

21,036

Back to article page