Plant Phenomics / 2020 / Article / Fig 2

Research Article

Generalized Linear Model with Elastic Net Regularization and Convolutional Neural Network for Evaluating Aphanomyces Root Rot Severity in Lentil

Figure 2

Training and validation performances of both EN and CNN trained on root_1 and root_2 datasets: (a) variation of training and validation accuracies of EN with the ranked RGB features averaged across the 10 random runs, (b) variation of by-class 1 scores of EN with the ranked RGB features averaged across the 10 random runs, (c) training and validation accuracies of CNN averaged across the 10 random runs, and (d) boxplot of training and validation accuracies of EN and CNN; each point represented a random run. The error bars corresponded to standard error from the 10 random runs.
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