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MethodValidity ↑Budget 1 (smallest)Budget 2Budget 3Budget 4Budget 5 (largest)
F-Test0.9220.9710.9540.9430.9100.831
GainRatio0.9080.9620.9540.9340.8950.795
MI0.8790.9400.9200.9000.8560.780
LaplacianScore0.8750.8780.9060.9000.8710.820
ElasticNet0.8520.9400.9170.8720.8040.728
Lasso0.8370.9160.9060.8460.7930.725
(R)ReliefF0.8360.9160.8690.8460.8030.747
SFS0.7830.8950.8120.7710.7340.704
RFImportance0.7670.8680.8130.7770.7210.659
mRMR0.7500.8340.7810.7460.7120.679
LOCO0.7310.7740.7390.7330.7130.696
SBE0.7270.7900.7250.7190.7140.688
CART0.7070.7770.7380.6970.6690.652
Random0.6750.6820.6590.6780.6800.676
MarkovBlanket0.6240.6040.6030.6230.6440.647