Optimization of Logging Interpretation Parameters Based on Committee Machine

Table 1

Committee machine model performance evaluation index.

Training set	MAE		Validation set	MAE
Multiple regression	1.0171	0.6820	Multiple regression	1.0598	0.6328
Robust regression	1.0118	0.6632	Robust regression	1.0540	0.6262
Particle swarm optimization	1.0161	0.6123	Particle swarm optimization	1.0555	0.5119
Committee machine	1.0100	0.6825	Committee machine	1.0529	0.6377