PCA/SVM-Based Method for Pattern Detection in a Multisensor System

Table 3

Classification results with different sample sizes for each sample class. Size (values/values); results (values/values): data sets/pattern images.

Sample size	Training	Validation	Accuracy rates (%)
80/70	30/20	50/50	75/83
100/80	50/30	50/50	82/89
150/140	50/40	100/100	89/91
300/280	100/80	200/200	98/98
500/400	200/100	300/300	98/98
700/600	300/200	400/400	98/98