TABLE 2.
Summary of the correct classification rate for the partial least squares-discriminant analysis (PLS-DA) 10-times cross-validation tests of breathprints arising from bacterial cell lysate exposures
Predicted treatment | Actual treatment
|
||
---|---|---|---|
PBS | PAL | SAL | |
Round 1# | |||
PBS | 100% | 0 | 3% |
PAL | 0 | 100% | 0 |
SAL | 0 | 0 | 97% |
Round 2¶ | |||
PBS | 100% | 0 | 17% |
PAL | 0 | 100% | 0 |
SAL | 0 | 0 | 83% |
PLS-DA using 90% training data and 10% testing data.
PLS-DA using 70% training data and 30% testing data.