Table 8 Evaluation results of GWR, GLM, SVM and ANN in modelling Leptospirosis
From: Prediction mapping of human leptospirosis using ANN, GWR, SVM and GLM approaches
Approach | R2 | MSE | MAE | MRE |
|---|---|---|---|---|
GWR | 0.85 | 0.050 | 0.012 | 0.011 |
GLM | 0.78 | 0.118 | 0.052 | 0.017 |
ANN | 0.75 | 0.137 | 0.063 | 0.018 |
SVM | 0.80 | 0.103 | 0.037 | 0.015 |