Table 11 Confusion matrix for UNSW-NB 15
Phase | Feature | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Class | N | F | A | B | D | E | G | R | SC | W | Class | N | F | A | B | D | E | G | R | SC | W | |
Training | N | 62,456 | 0 | 4 | 0 | 1 | 5 | 0 | 0 | 1 | 0 | N | 43,453 | 0 | 0 | 0 | 1 | 0 | 0 | 6 | 1 | 0 |
F | 1 | 44,532 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | F | 1 | 24,526 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 5 | |
A | 0 | 3 | 25,321 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | A | 0 | 0 | 19,834 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | |
B | 0 | 9 | 1 | 13,145 | 0 | 4 | 0 | 1 | 0 | 0 | B | 0 | 1 | 1 | 17,739 | 0 | 4 | 0 | 1 | 0 | 0 | |
D | 0 | 0 | 4 | 0 | 12,442 | 6 | 3 | 3 | 0 | 0 | D | 0 | 0 | 4 | 0 | 7349 | 0 | 3 | 0 | 4 | 0 | |
E | 7 | 9 | 0 | 3 | 8 | 9122 | 0 | 0 | 0 | 0 | E | 5 | 3 | 0 | 3 | 0 | 4673 | 0 | 0 | 0 | 3 | |
G | 0 | 0 | 0 | 1 | 0 | 0 | 7823 | 0 | 0 | 0 | G | 0 | 0 | 0 | 1 | 0 | 0 | 3865 | 5 | 0 | 0 | |
R | 0 | 5 | 0 | 0 | 0 | 3 | 1 | 6632 | 0 | 1 | R | 0 | 4 | 0 | 0 | 7 | 3 | 1 | 4423 | 3 | 1 | |
SC | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 3074 | 0 | SC | 0 | 0 | 3 | 0 | 0 | 7 | 3 | 1 | 3074 | 0 | |
W | 3 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 4 | 1845 | W | 1 | 0 | 3 | 0 | 4 | 4 | 1 | 1 | 4 | 2345 | |
Validation | N | 13,432 | 0 | 5 | 0 | 1 | 3 | 0 | 0 | 1 | 0 | N | 13,432 | 0 | 5 | 0 | 1 | 3 | 3 | 0 | 0 | 1 |
F | 1 | 44,532 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | F | 1 | 44,532 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | |
A | 0 | 3 | 25,321 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | A | 0 | 3 | 25,321 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | |
B | 0 | 9 | 1 | 13,145 | 0 | 4 | 0 | 1 | 0 | 0 | B | 0 | 9 | 1 | 13,145 | 0 | 4 | 4 | 0 | 1 | 0 | |
D | 0 | 0 | 4 | 0 | 12,442 | 6 | 3 | 3 | 0 | 0 | D | 0 | 0 | 4 | 0 | 12,442 | 6 | 6 | 3 | 3 | 0 | |
E | 7 | 9 | 0 | 3 | 8 | 9122 | 0 | 0 | 0 | 0 | E | 7 | 9 | 0 | 3 | 8 | 9122 | 0 | 0 | 0 | 0 | |
G | 0 | 0 | 0 | 1 | 0 | 0 | 7823 | 0 | 0 | 0 | G | 0 | 0 | 0 | 1 | 0 | 0 | 7823 | 0 | 0 | 0 | |
R | 0 | 5 | 0 | 0 | 0 | 3 | 1 | 6632 | 0 | 1 | R | 0 | 5 | 0 | 0 | 0 | 3 | 1 | 6632 | 0 | 1 | |
SC | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 3074 | 0 | SC | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 3074 | 0 | |
W | 3 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 4 | 3642 | W | 3 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 4 | 3642 | |
Testing | N | 11,432 | 4 | 0 | 1 | 1 | 1 | 0 | 3 | 1 | 1 | N | 11,432 | 4 | 0 | 1 | 1 | 1 | 0 | 3 | 1 | 1 |
F | 4 | 14,562 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | F | 4 | 14,562 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | |
A | 0 | 0 | 6843 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | A | 0 | 0 | 6843 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | |
B | 1 | 0 | 1 | 13,145 | 0 | 4 | 0 | 1 | 0 | 0 | B | 1 | 0 | 1 | 13,145 | 0 | 4 | 0 | 1 | 0 | 0 | |
D | 0 | 0 | 4 | 0 | 12,442 | 6 | 3 | 3 | 0 | 0 | D | 0 | 0 | 4 | 0 | 12,442 | 6 | 3 | 3 | 0 | 0 | |
E | 0 | 1 | 0 | 3 | 8 | 1267 | 0 | 0 | 0 | 0 | E | 0 | 1 | 0 | 3 | 8 | 1267 | 0 | 0 | 0 | 0 | |
G | 5 | 0 | 0 | 1 | 0 | 0 | 445 | 0 | 0 | 0 | G | 5 | 0 | 0 | 1 | 0 | 0 | 445 | 0 | 0 | 0 | |
R | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 665 | 0 | 1 | R | 0 | 1 | 0 | 0 | 0 | 3 | 1 | 665 | 0 | 1 | |
SC | 0 | 1 | 0 | 0 | 6 | 0 | 6 | 0 | 1457 | 0 | SC | 0 | 1 | 0 | 0 | 6 | 0 | 6 | 0 | 1457 | 0 | |
W | 1 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 4 | 994 | W | 1 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 4 | 994 | |