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. 2020 Aug 1;7:124. doi: 10.1038/s41438-020-00345-6

Table 5.

Estimation results of the constructed models for the three growth-related traits

Models LFW LDW LA
R2 NRMSE R2 NRMSE R2 NRMSE
CNN 0.8983 26.00% 0.8910 22.07% 0.9156 19.94%
SVM 0.8842 31.07% 0.8456 27.63% 0.8627 27.40%
RF 0.8772 33.42% 0.8959 25.52% 0.8778 27.40%
LR-V 0.8492 33.53% 0.7669 32.73% 0.7561 34.78%
LR-PA 0.8454 34.26% 0.8281 28.49% 0.8062 31.38%
LR-H 0.6193 53.85% 0.7074 36.83% 0.6846 39.84%