Dealing with Demand in Electric Grids with an Adaptive Consumption Management Platform

Table 3

ROC analysis of the best algorithms.

Algorithm	Distance to point (0, 1)	Area under the ROC curve
RIPPER	0.0724	0.98
PART	0.0413	0.987
C4.5	0.0423	0.984
RandomForest	0.02	0.998
RandomTree	0.0402	0.978
REPTree	0.0553	0.988