ID | SVM | RF | NN | GBM | DT | LASSO | Overall weights |
---|---|---|---|---|---|---|---|
ASGR2 | 1 | 1 | 0.97 | 0.21 | 1 | 0.61 | 4.79 |
SOCS3 | 0.98 | 0.34 | 0.52 | 0.24 | 0.59 | 0.61 | 3.28 |
AQP9 | 0.61 | 0.1 | 0.68 | 1 | 0 | 0.52 | 2.91 |
PPARG | 0.76 | 0.15 | 1 | 0.25 | 0 | 0.5 | 2.66 |
RNASE1 | 0.74 | 0.22 | 0.24 | 0.1 | 0.41 | 0.74 | 2.45 |
DYSF | 0.2 | 0.68 | 0.01 | 0.57 | 0 | 0.72 | 2.18 |
S100A9 | 0.53 | 0.09 | 0.01 | 0.74 | 0 | 0.63 | 2 |
FCGR1A | 0.17 | 0.51 | 0 | 0.57 | 0 | 0.68 | 1.93 |
VSIG4 | 0.44 | 0.3 | 0.1 | 0.19 | 0.01 | 0.86 | 1.9 |
STAB1 | 0.47 | 0.58 | 0.05 | 0.14 | 0 | 0.61 | 1.85 |
MYBL1 | 0.68 | 0.15 | 0.2 | 0 | 0.26 | 0.52 | 1.81 |
KLRD1 | 0.26 | 0.65 | 0.01 | 0.05 | 0 | 0.73 | 1.7 |
ECRP | 0.44 | 0.24 | 0.11 | 0 | 0.34 | 0.54 | 1.67 |
TCN2 | 0.46 | 0.27 | 0.07 | 0 | 0 | 0.78 | 1.58 |
FAM20A | 0.31 | 0.08 | 0.15 | 0 | 0 | 1 | 1.54 |
MERTK | 0.19 | 0.21 | 0.01 | 0.1 | 0.14 | 0.71 | 1.36 |
HP | 0.09 | 0.78 | 0 | 0 | 0 | 0.45 | 1.32 |
RNASE2 | 0.16 | 0.42 | 0.01 | 0 | 0 | 0.7 | 1.29 |
DTHD1 | 0.13 | 0.45 | 0.05 | 0 | 0 | 0.66 | 1.29 |
CLC | 0.11 | 0.72 | 0.02 | 0 | 0 | 0.36 | 1.21 |
SNORD20 | 0.14 | 0.24 | 0.01 | 0.13 | 0.1 | 0.5 | 1.12 |
CD163 | 0.15 | 0.29 | 0 | 0.11 | 0 | 0.57 | 1.12 |
NRG1 | 0.2 | 0.25 | 0.02 | 0 | 0 | 0.63 | 1.1 |
SNORD45B | 0.12 | 0.64 | 0.01 | 0 | 0 | 0.33 | 1.1 |
CYP1B1 | 0.14 | 0.25 | 0 | 0 | 0 | 0.66 | 1.05 |
KLRC2 | 0.07 | 0.51 | 0 | 0 | 0 | 0.46 | 1.04 |
TMEM176A | 0.08 | 0.67 | 0 | 0 | 0 | 0.24 | 0.99 |
SLED1 | 0.09 | 0.24 | 0.02 | 0.05 | 0 | 0.49 | 0.89 |
FCGR1A.2 | 0.23 | 0 | 0 | 0.62 | 0 | 0 | 0.85 |
SERPINB2 | 0.08 | 0.21 | 0 | 0 | 0 | 0.54 | 0.83 |
FCGR1A.1 | 0.18 | 0 | 0 | 0.62 | 0 | 0 | 0.8 |
KLRC4 | 0.13 | 0.21 | 0 | 0 | 0 | 0.43 | 0.77 |
KLRA1P | 0.1 | 0.07 | 0 | 0.08 | 0 | 0.51 | 0.76 |
MIR21 | 0.08 | 0.09 | 0.01 | 0 | 0 | 0.5 | 0.68 |
CES1 | 0.12 | 0.05 | 0.03 | 0 | 0 | 0.47 | 0.67 |
KLRC4-KLRK1 | 0.07 | 0 | 0 | 0.08 | 0 | 0.43 | 0.58 |
KLRC3 | 0.07 | 0.1 | 0 | 0 | 0 | 0.39 | 0.56 |
NRG1.1 | 0.13 | 0 | 0 | 0 | 0 | 0 | 0.13 |
FMN1.1 | 0.07 | 0 | 0.01 | 0 | 0 | 0 | 0.08 |