PosCount | 50 | 100 | 200 | 300 | 400 | 500 | 750 | 1000 | All |
---|---|---|---|---|---|---|---|---|---|
a. AUC | |||||||||
 GBT | 0.6906 | 0.7344 | 0.7649 | 0.7822 | 0.7862 | 0.7914 | 0.7888 | 0.7957 | 0.7945 |
 LR | 0.7368 | 0.7477 | 0.7737 | 0.7779 | 0.7946 | 0.7973 | 0.8006 | 0.7998 | 0.8057 |
 RF | 0.6059 | 0.6375 | 0.7214 | 0.7214 | 0.7369 | 0.7503 | 0.7614 | 0.7800 | 0.7962 |
b. GM | |||||||||
 GBT | 0.0063 | 0 | 0.0032 | 0.0052 | 0.0045 | 0.0020 | 0.0033 | 0.0042 | 0.0112 |
 LR | 0 | 0 | 0.0032 | 0.0077 | 0.0067 | 0.0080 | 0.0065 | 0.0156 | 0.0153 |
 RF | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0012 |
c. AUPRC | |||||||||
 GBT | 0.0006 | 0.0003 | 0.0018 | 0.0020 | 0.0019 | 0.0027 | 0.0035 | 0.0046 | 0.0055 |
 LR | 0.0001 | 0.0002 | 0.0005 | 0.0013 | 0.0008 | 0.0017 | 0.0019 | 0.0025 | 0.0031 |
 RF | 0.0002 | 0.0001 | 0.0011 | 0.0010 | 0.0011 | 0.0013 | 0.0016 | 0.0025 | 0.0037 |