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Table 4 Top four proposed, best proposed, and baseline methods applied in the 32 selected papers

From: A systematic review on spatial crime forecasting

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)