Click a column to sort.
MethodStability ↑Budget 1 (smallest)Budget 2Budget 3Budget 4Budget 5 (largest)
F-Test0.6790.7250.7340.7060.6680.562
LaplacianScore0.6520.5880.6440.6600.6890.678
MI0.6470.6450.6730.6830.6490.587
(R)ReliefF0.6460.6410.6470.6720.6560.612
GainRatio0.6440.6790.6810.6700.6410.550
RFImportance0.6430.6280.6530.6760.6610.597
mRMR0.6040.5280.5780.6140.6560.651
ElasticNet0.4470.5090.5190.4810.4190.308
CART0.4220.4840.4560.4440.4020.324
MarkovBlanket0.4130.4180.3960.4130.4340.405
Lasso0.3620.4210.4220.3890.3340.246
SFS0.2670.3680.2780.2390.2250.176
LOCO0.1730.2990.2200.1510.1140.080
SBE0.1320.1950.1750.1440.0950.059
Random0.001-0.0010.001-0.0010.0020.002