Table 1 Comparison of model fitting results.

From: Factors influencing the spatial distribution of police stops and their efficacy in crime prevention and control

Model

R2

XGBoost

0.577

Random Forest

0.551

LightGBM

0.402

DecisionTree

0.530

GradientBoosting

0.372

Multiple linear regression

0.503

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