Table 6.

Model prediction results for unit T06 for the GENERATOR fault type.

	R2			RMSE
	Train	Validation	Test	Train	Validation	Test
LightGBM	0.9956	0.9920	0.9030	1.1946	1.6048	8.7661
XGBoost	0.9903	0.9887	0.8979	1.7636	1.9091	8.9972
SGDRegressor	0.9707	0.9710	0.9052	3.0659	3.0621	8.6629
Stacking	0.9975	0.9939	0.9046	0.8923	1.4009	8.6974