method,stability,stability_budget_0,stability_budget_1,stability_budget_2,stability_budget_3,stability_budget_4
F-Test,0.679,0.7253,0.734,0.7056,0.6678,0.5622
LaplacianScore,0.6518,0.5883,0.6445,0.6596,0.6889,0.6777
MI,0.6474,0.6455,0.6726,0.6829,0.6494,0.5868
(R)ReliefF,0.646,0.6415,0.647,0.6725,0.6563,0.6124
GainRatio,0.6441,0.6788,0.6807,0.6703,0.641,0.5498
RFImportance,0.6432,0.6282,0.6529,0.6762,0.6613,0.5974
mRMR,0.6036,0.5276,0.5784,0.6139,0.656,0.651
ElasticNet,0.4472,0.5094,0.5187,0.4808,0.4188,0.3083
CART,0.422,0.4838,0.4556,0.4444,0.4018,0.3241
MarkovBlanket,0.413,0.4177,0.3958,0.4132,0.4337,0.4045
Lasso,0.3623,0.4208,0.4216,0.3889,0.3343,0.2457
SFS,0.2668,0.3677,0.2781,0.2392,0.2248,0.1758
LOCO,0.1727,0.2993,0.2199,0.1514,0.1136,0.0795
SBE,0.1323,0.1945,0.1753,0.1437,0.0949,0.0594
Random,0.0006,-0.0013,0.001,-0.0007,0.002,0.002