Table 3 QF in each experimental condition for each classifier that ultimately reaches stability (cohort 1).

From: A downsampling strategy to assess the predictive value of radiomic features

Number of patientsLRRFELRPCALRROCLRSVMRFESVMPCASVMROCSVMLASSO
QF1′QF2′QF1′QF2′QF1′QF2′QF1′QF2′QF1′QF2′QF1′QF2′QF1′QF2′QF1′QF2′QF1′QF2′
2200.030.090.040.070.060.050.10.020.020.110.050.090.060.040.10.020.040.06
2120.040.090.010.090.020.050.090.010.020.130.040.090.070.050.080.020.040.07
2040.050.080.030.080.050.040.130.000.020.140.000.10.080.050.080.030.070.07
1960.050.080.020.10.040.040.120.020.000.140.010.110.070.040.130.040.080.09
1880.040.080.000.110.040.050.130.010.030.150.010.110.120.060.130.020.040.06
1800.080.090.000.120.030.060.080.020.020.140.020.120.040.050.060.050.080.08
1720.050.10.050.090.030.070.140.010.060.140.040.110.10.060.130.050.070.08
1640.10.090.040.140.020.090.110.030.010.150.030.140.110.060.050.050.050.1
1560.010.120.030.140.010.090.120.030.010.180.000.180.060.090.050.090.030.1
1480.030.120.020.160.010.110.090.040.020.20.090.170.080.10.040.080.050.13
1400.030.120.010.160.050.130.140.040.080.240.090.190.10.080.000.080.030.13
1320.050.120.050.190.040.120.090.110.080.220.040.170.000.130.040.130.170.11
1240.050.110.050.180.060.130.090.030.000.220.110.220.060.120.010.110.050.14
1160.000.220.060.260.030.180.020.090.120.270.10.260.050.170.050.150.020.19
1080.060.230.030.270.070.220.060.130.10.250.010.260.040.170.10.180.080.21
1000.020.220.000.260.070.190.030.140.060.290.000.280.290.170.010.210.010.19
920.040.210.110.280.000.250.010.160.120.30.010.320.070.180.070.270.020.2
840.040.230.020.30.000.220.050.20.130.30.180.290.030.190.040.30.020.23
760.120.220.000.330.080.20.140.190.090.320.000.340.080.250.030.310.010.29
680.090.280.010.380.050.240.090.190.030.340.000.370.040.240.210.330.030.29
600.050.260.010.310.050.270.160.230.20.320.260.390.080.280.150.310.10.33
520.120.310.060.360.120.290.010.220.040.370.050.360.140.320.260.30.080.34
440.220.330.090.390.030.340.070.30.190.40.180.440.080.310.050.390.070.38
360.440.410.010.450.220.360.120.370.110.520.040.470.070.390.360.430.030.41
  1. Bold values: QF1′ ≥ QF2′.