Case study | Learner | GBT | LR | RF | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Sampling | AUC | AUPR | GM | AUC | AUPR | GM | AUC | AUPR | GM | |
a. Medicare Part B | 50 | d | d | – | e | e | – | f | d | – |
100 | c | d | – | de | e | – | e | d | – | |
200 | b | cd | – | cd | de | – | d | cd | – | |
300 | ab | cd | – | bc | cd | – | d | cd | – | |
400 | ab | cd | – | abc | cde | – | cd | cd | – | |
500 | a | bc | – | abc | bc | – | c | cd | – | |
750 | ab | abc | – | ab | bc | – | bc | bc | – | |
1000 | a | ab | – | abc | ab | – | ab | b | – | |
All | a | a | – | a | a | – | a | a | – | |
b. POSTSlowloris Combined | 50 | abc | f | d | abc | h | f | abc | g | – |
100 | bc | e | c | a | g | f | a | f | – | |
200 | ab | de | ab | ab | f | e | ab | e | – | |
300 | abc | cd | abc | abc | e | d | cd | d | – | |
400 | c | b | a | c | d | c | cd | c | – | |
500 | ab | bc | abc | abc | c | ab | bcd | c | – | |
750 | a | b | ab | ab | b | ab | cd | b | – | |
1000 | a | b | bc | abc | b | bc | abcd | b | – | |
All | a | a | a | bc | a | a | d | a | – |