Sample size | Indices of features identified as significant | Fraction of real features selected | Fraction of noisy features selected |
---|---|---|---|
50 | Real features: 3,4,5,6,7,8,9,12,14,15,20 | 58Â % | 2.5Â % |
Noisy features: 96,113,119,174,175 | |||
100 | Real features: 1,4,5,6,7,8,9,11,12,14,15,20 | 63Â % | 0.5Â % |
Noisy features: 161 | |||
150 | Real features: 3,4,5,6,7,8,9,11,12,14,15,20 | 63Â % | 2Â % |
Noisy features: 70,79,116,208 | |||
200 | Real features: 3,4,5,6,7,8,9,11,12,14,15,20 | 63Â % | 1Â % |
Noisy features: 75,94 | |||
300 | Real features: 3,4,5,6,7,8,9,10,11,12,14,15,20 | 68Â % | 3.5Â % |
Noisy features: 121,126,198,205,207,209,211 | |||
400 | Real features: 1,3,4,5,6,7,8,9,10,11,12,14,15,20 | 74Â % | 2.5Â % |
Noisy features: 31,55,94,113,195 | |||
500 | Real features: 1,3,4,5,6,7,8,9,10,11,12,13,14,15,19,20 | 84Â % | 3.5Â % |
Noisy features: 22,122,152,157,166,192,218 |