TABLE 5.
Identification predicted by classifier | No. of spectra actually identified as indicated, grouped by classifier (% accuracy) |
|||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ANN (83) |
SVM (80) |
LDA (80) |
All classifiers combined (82%) |
|||||||||||||
B. mycoides | B. sphaericus | B. subtilis | B. thuringiensis | 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 | 4 | 1 | 5 | 3 | 5 | 0 | 1 | 5 | 6 | 0 | 7 | 6 | 5 | 1 | 4 | 7 |
B. mycoides | 53 | 0 | 0 | 15 | 47 | 2 | 1 | 10 | 52 | 0 | 0 | 13 | 52 | 0 | 0 | 11 |
B. sphaericus | 0 | 74 | 1 | 0 | 2 | 73 | 4 | 1 | 1 | 75 | 3 | 0 | 1 | 74 | 3 | 0 |
B. subtilis | 0 | 0 | 32 | 0 | 0 | 0 | 32 | 1 | 0 | 0 | 28 | 0 | 0 | 0 | 31 | 0 |
B. thuringiensis | 6 | 0 | 0 | 8 | 9 | 0 | 0 | 9 | 4 | 0 | 0 | 7 | 5 | 0 | 0 | 8 |