Plant Phenomics / 2020 / Article / Fig 3

Research Article

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

Figure 3

Classification model performances on test datasets averaged across the 10 random runs: (a) test results of CNN trained on root_1, (b) test results of EN trained on root_1, (c) test results of CNN trained on root_2, and (d) test results of EN trained on root_2. Figures from left to right: overall test accuracy (each point represented a random run), variation of precision, recall, and 1 scores by ARR class (each point represented a random run) and normalized confusion matrix (numbers in italic represented number of samples before ).
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