Plant Phenomics / 2020 / Article / Tab 2

Research Article

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

Table 2

CNN hyperparameters used in this study.

Solver typeStochastic gradient descent
Initial learning rate
Learning rate schedulePiecewise: decreases by factor of 0.1 every 10 epochs
Batch size32
Momentum0.9
Loss functionCross entropy
L2 regularization