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MethodValidity ↑Budget 1 (smallest)Budget 2Budget 3Budget 4Budget 5 (largest)
F-Test0.8840.9580.9440.9220.8430.753
GainRatio0.8660.9570.9380.9020.8110.723
LaplacianScore0.8360.8770.8880.8570.8090.751
MI0.8320.9220.8910.8620.7870.699
ElasticNet0.8030.9350.8820.8240.7340.641
Lasso0.7760.9060.8350.7850.7120.641
(R)ReliefF0.7750.8740.8220.7950.7240.661
RFImportance0.7160.8290.7800.7370.6580.574
SFS0.7030.8070.7600.7000.6450.603
mRMR0.6990.8120.7510.6960.6430.595
CART0.6480.7830.6740.6350.5900.559
LOCO0.6400.6930.6590.6420.6160.591
SBE0.6360.6660.6800.6340.6090.591
Random0.5870.5800.6110.5750.5930.576
MarkovBlanket0.5350.5460.5380.5280.5370.526