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Table 2 Comparative analysis of the performances of Cropgro-Bean, and the Static and Dynamic Mixed-Effects models

From: Dynamic QTL-based ecophysiological models to predict phenotype from genotype and environment data

Model Count MEff. R2 R2Adjusted R2Adjusted/R2
Cropgro-Beana 123 0.955 0.961 0.843 0.874
Std 123 0.038 0.032 0.129 0.110
Min 123 0.745 0.845 0.379 0.449
Max 123 0.998 1.000 0.999 0.999
Static M-E 815 0.866 0.867 0.863 0.995
Dynamic M-E 815 0.911 0.912 0.909 0.997
  1. aMean values of performance for Cropgro-Bean; calculations were carried out independently for each RIL that had data at all five MET sites