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MethodValidity ↑Budget 1 (smallest)Budget 2Budget 3Budget 4Budget 5 (largest)
F-Test0.8460.9520.9320.8790.7810.689
GainRatio0.8250.9420.9150.8560.7510.659
LaplacianScore0.7970.8470.8500.8270.7580.701
MI0.7850.8980.8630.8150.7230.627
ElasticNet0.7590.9150.8730.7770.6650.568
(R)ReliefF0.7400.8730.8080.7570.6670.594
Lasso0.7300.8900.8250.7300.6430.563
RFImportance0.6690.8050.7410.6910.6000.507
mRMR0.6550.7790.7120.6600.5930.530
SFS0.6270.7500.6640.6270.5680.525
CART0.5860.7310.6380.5720.5070.482
LOCO0.5830.6650.6130.5750.5430.520
SBE0.5600.6210.5780.5560.5300.517
Random0.5000.4920.4990.5130.4940.500
MarkovBlanket0.4630.4650.4670.4470.4730.463