TABLE 2.
Confusion table showing the accuracy each classifiera after the classification of four untreated native Bacillus species in the training data setb
Identification predicted by classifier | No. of spectra actually classified as indicated, grouped by classifier |
|||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
ANN |
SVM |
LDA |
||||||||||
B. mycoides | B. sphaericus | B. subtilis | B. thuringiensis | B. mycoides | B. sphaericus | B. subtilis | B. thuringiensis | B. mycoides | B. sphaericus | B. subtilis | B. thuringiensis | |
Unknown | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 1 | 3 |
B. mycoides | 137 | 0 | 0 | 0 | 139 | 0 | 0 | 1 | 138 | 0 | 0 | 0 |
B. sphaericus | 0 | 87 | 0 | 0 | 0 | 86 | 0 | 0 | 0 | 86 | 0 | 0 |
B. subtilis | 0 | 0 | 70 | 0 | 0 | 0 | 72 | 0 | 0 | 0 | 71 | 0 |
B. thuringiensis | 2 | 0 | 0 | 121 | 0 | 0 | 0 | 120 | 0 | 0 | 0 | 121 |
The accuracy of each classifier for viable endospores was 99%.
The species used were B. mycoides DSM 299, B. sphaericus DSM 1867, B. subtilis ATCC 6633, and B. thuringiensis DSM 350.