Plant Phenomics / 2020 / Article / Tab 2

Research Article

Semantic Segmentation of Sorghum Using Hyperspectral Data Identifies Genetic Associations

Table 2

Performance of sorghum models on maize classification.

MethodsBackgroundLeafStalkTassel/panicleAverageAverage (excludes tassel)

ANN0.9990.9260.8660.4770.8170.930
SVM0.9850.8860.6860.670.8070.852
PLS-DA0.9840.9110.6930.6050.7980.833
LDA1.00.9160.6550.590.7900.857
RF1.00.8560.6620.6040.7800.839
MLR0.9940.8960.5620.6580.7780.817
LASSO0.9910.7510.5950.6680.7510.779
QDA0.9810.9570.6950.090.6810.878