A Framework for Diagnosing the Out-of-Control Signals in Multivariate Process Using Optimized Support Vector Machines

Table 2

Accuracy (%) of optimized for different number of the training examples.

Training examples	Shift magnitude					Aggregate
	1.0	1.5	2.0	2.5	3.0
300	95.78	96.02	96.65	97.13	97.18	96.55
600	95.80	96.67	97.33	97.45	97.86	97.02
900	96.15	97.24	97.84	98.25	98.64	97.62
1200	96.64	97.82	98.06	98.50	98.87	97.98