Table 4.
Top four proposed, best proposed, and baseline methods applied in the 32 selected papers
| Top 4 proposed methods (# of papers) | Top 4 best proposed methods (# of papers) | Top 4 baseline methods (# of papers) |
|---|---|---|
| Random Forest (7) | Random Forest (5) | Autoregressive model-based (5) |
| Multilayer Perceptron (6) | Multilayer Perceptron (5) | Logistic Regression (3) |
|
Kernel Density Estimation-based (5) Support Vector Machines (5) |
Kernel Density Estimation-based (5) Risk Terrain Modelling (3) |
Autoregressive integrated moving average, Multilayer Perceptron, Linear Regression, KDE-based, KNN: (2) |