|
Percent true classification of chromatographic data by discriminatory models |
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| 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). | ||||
Karthikeyan et al. Proteome Science 2008 6:6 doi:10.1186/1477-5956-6-6 |
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