Table 2 Results of classification models for healthy and diseased leaves using full band spectral data
From: Intelligent identification on cotton verticillium wilt based on spectral and image feature fusion
Model | Preprocessing method | Classification accuracy (%) | |
|---|---|---|---|
Training set | Test set | ||
SVM | Original data | 94.00 | 91.17 |
SG-MSC | 94.99 | 92.17 | |
SG-DT | 91.38 | 91.17 | |
SG-MN | 95.99 | 92.37 | |
BPNN | Original data | 94.40 | 92.57 |
SG-MSC | 94.19 | 93.78 | |
SG-DT | 94.00 | 93.17 | |
SG-MN | 93.59 | 93.57 | |