Table 3 Accuracy of some published studies on dengue prediction using different models. Note: In this table, the \(\hbox {R}^2\) value is the maximum value reported in each study.
Authors | Algorithms | Region | Accuracy |
|---|---|---|---|
Conde-Gutiérrez et al. 202438 | ANN | Mexico | \(\hbox {R}^2\): 0.968 |
da Silva et al. 202439 | RF | Brazil | \(\hbox {R}^2\): 0.949 |
Saleh et al. 202140 | LSTM | Malaysia | \(\hbox {R}^2\): 0.750 |
da Silva et al, 202439 | RF | Colombia | \(\hbox {R}^2\): 0.953 |
Francisco et al. 202441 | 6 ML methods: RF, SVM, ANN | Philippines | \(\hbox {R}^2\): 0.920 |
da Silva et al. 202439 | RF | Peru | \(\hbox {R}^2\): 0.887 |
Silitonga et al. 202142 | ANN | Indonesia | \(\hbox {R}^2\): 0.910 |
