Explanatory Optimization of the Prediction Model for Building Energy Consumption

Table 2

SHAP values of the features of the variables below the mean prediction output.

Variable	Eigen value	SHAP value	Variable	Eigen value	SHAP value
PE	43	−5.1273	C	10	−0.4627
SF	42.8	1.6259	Q	75.69	−0.3162
XO	189	2.4815	N	184.53	−1.4851
QR	40.53	−2.4183	W	78	0.4195
F	72	0.7481	B	15	0.3268
	36	0.1245