Table 1.

Percent true classification of chromatographic data by discriminatory models

Treatment Groups	Expected Classification	Dataset	Percent True Classification by Models
			GA	SVM
Clean air, 0 h and 24 h recovery post-exposure	Clean air	dewarped	100.00	100.00
		non-dewarped	91.67	83.33
EHC-93, 0 h and 24 h recovery post-exposure	EHC-93	dewarped	100.00	83.33
		non-dewarped	66.67	83.33
0 h recovery post- exposure (Clean air and EHC-93)	0 h	dewarped	91.67	100.00
		non-dewarped	75.00	91.67
24 h recovery post- exposure (Clean air and EHC-93)	24 h	dewarped	91.67	91.67
		non-dewarped	75.00	91.67

Percent true classification of all chromatographic data (dewarped or non-dewarped) into exposure (clean air and EHC-93) and post-exposure recovery time (0 h, 24 h) groups by discriminatory models based on the genetic algorithm (GA) and the support vector machine algorithm (SVM).