Features | T#1 | T#2 | T#3 | T#4 | T#5 | T#6 | T#7 | T#8 | T#9 | T#10 | T#11 | T#12 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
VMO | √ | √ | √ | √ | √ | √ | √ | √ | √ | x | x | x |
PAG | √ | √ | √ | √ | √ | √ | √ | √ | √ | √ | √ | √ |
PGD | √ | √ | x | x | x | x | x | x | x | √ | √ | √ |
ADC | √ | √ | √ | √ | x | x | x | x | x | √ | √ | √ |
ADT | √ | √ | √ | √ | √ | x | x | x | x | √ | √ | √ |
PCC | √ | √ | √ | x | x | x | x | x | x | √ | √ | x |
PRG | √ |  ×  |  ×  |  ×  |  ×  |  ×  |  ×  |  ×  |  ×  | √ | x | x |
DTH | √ | √ | √ | √ | √ | √ | √ |  ×  |  ×  | √ | √ | √ |
SES | √ | √ | √ | √ | √ | √ | √ | √ |  ×  | √ | √ | √ |
CCI | √ | √ | √ | √ | √ | √ |  ×  |  ×  |  ×  | √ | √ | √ |
OFS | 71 | 59 | 57 | 59 | 61 | 52 | 39 | 28 | 17 | 59 | 51 | 46 |
RCL | 0.944 ± 0.092 | 0.905 ± 0.101 | 0.891 ± 0.100 | 0.891 ± 0.101 | 0.858 ± 0.098 | 0.807 ± 0.075 | 0.794 ± 0.041 | 0.749 ± 0.032 | 0.780 ± 0.018 | 0.894 ± 0.109 | 0.819 ± 0.089 | 0.817 ± 0.090 |
PRC | 0.820 ± 0.083 | 0.793 ± 0.085 | 0.770 ± 0.085 | 0.77 ± 0.087 | 0.721 ± 0.092 | 0.640 ± 0.086 | 0.587 ± 0.063 | 0.569 ± 0.062 | 0.596 ± 0.069 | 0.893 ± 0.044 | 0.828 ± 0.067 | 0.828 ± 0.067 |
F1-score | 0.871 ± 0.053 | 0.838 ± 0.061 | 0.818 ± 0.06 | 0.818 ± 0.060 | 0.775 ± 0.059 | 0.707 ± 0.051 | 0.672 ± 0.038 | 0.644 ± 0.042 | 0.673 ± 0.042 | 0.89 ± 0.069 | 0.82 ± 0.066 | 0.819 ± 0.066 |
AUC | 0.936 ± 0.038 | 0.885 ± 0.050 | 0.863 ± 0.055 | 0.863 ± 0.054 | 0.806 ± 0.070 | 0.682 ± 0.115 | 0.576 ± 0.14 | 0.551 ± 0.149 | 0.614 ± 0.112 | 0.940 ± 0.052 | 0.901 ± 0.054 | 0.900 ± 0.054 |
ACC | 0.86 ± 0.061 | 0.824 ± 0.069 | 0.802 ± 0.071 | 0.801 ± 0.071 | 0.749 ± 0.078 | 0.661 ± 0.086 | 0.608 ± 0.074 | 0.581 ± 0.079 | 0.616 ± 0.074 | 0.893 ± 0.058 | 0.821 ± 0.062 | 0.821 ± 0.062 |
BACC | 0.86 ± 0.061 | 0.824 ± 0.069 | 0.802 ± 0.071 | 0.801 ± 0.071 | 0.749 ± 0.078 | 0.661 ± 0.086 | 0.608 ± 0.074 | 0.581 ± 0.079 | 0.616 ± 0.074 | 0.893 ± 0.058 | 0.821 ± 0.062 | 0.821 ± 0.062 |