Table 4.

Computational Table of 12,000 Instances for Thyroid Dataset

Algorithms	ROC	Mean absolute error	Root mean squared error	Relative absolute error	Root relative squared error	No. of Instances
Bagging	95.98	0.79	0.23	72.31	98.47	12,000
AdaBoostinhM1	96.39	0.67	0.19	69.72	95.38
Ensemble-I (Stacking)	97.1	0.53	0.13	59.72	98.51
Ensemble-II (Bagging+ Boosting)	98.79	0.31	0.05	35.89	52.67