A Fully Automated Adjustment of Ensemble Methods in Machine Learning for Modeling Complex Real Estate Systems

Table 2

Coefficients of determination of the regression between Bagging’s MAPE and COD and municipality population considering all the locations and without Madrid and Barcelona.

Technique: bagging
Coefficient of determination	Linear	Exponential	Logarithmic	Potential
Considering all locations
MAPE vs inhab.	0.0053	0.0034	0.0075	0.0040
COD vs inhab.	0.0044	0.0026	0.0049	0.0023
Without Madrid and Barcelona
MAPE vs inhab.	0.0252	0.0246	0.0129	0.0148
COD vs inhab.	0.0053	0.0028	0.0038	0.0017

Note. Own elaboration.