Table 3 RF and GRF model assessment... | Emerald Publishing

Table 3

RF and GRF model assessment metrics

Metric	Global (RF) model	Local (GRF) model
OOB prediction error (MSE)	0.097627	0.105
OOB R-squared %	47.27795	43.046
Mean squared error (Not OOB)	0.06	0.047
R-squared (Not OOB) %	67.682	74.683
AIC (Not OOB)	−559.293	−618.62

Metric	Global (RF) model	Local (GRF) model
OOB prediction error (MSE)	0.097627	0.105
OOB R-squared %	47.27795	43.046
Mean squared error (Not OOB)	0.06	0.047
R-squared (Not OOB) %	67.682	74.683
AIC (Not OOB)	−559.293	−618.62

Source(s): Authors' own work