Table 4 Comparison of models
From: Applying machine learning to analyse the layouts of Qing Dynasty forestland agreements in Fujian
Dependent variables | Model | P |
|---|---|---|
LR(T-L) | XGB | 0.088 |
RF | 0.296 | |
LGBM | 0.732 | |
AR(S) | XGB | 0.196 |
RF | 0.748 | |
LGBM | 0.982 | |
ARQ(B-II) | XGB | 0 |
RF | 0 | |
LGBM | 0.012 |
