From: Accurate breast cancer diagnosis using a stable feature ranking algorithm
 |  | top-3 | top-4 | top-5 | top-6 | top-7 | top-8 | top-9 | top-10 |
---|---|---|---|---|---|---|---|---|---|
GSE10810 | [25] | 0.44 | 0.55 | 0.54 | 0.52 | 0.52 | 0.51 | 0.50 | 0.50 |
[26] |
| 0.87 | 0.81 | 0.77 | 0.73 | 0.71 | 0.72 | 0.73 | |
[27] | 0.44 | 0.52 | 0.52 | 0.49 | 0.49 | 0.50 | 0.50 | 0.49 | |
[28] | 0.52 | 0.51 | 0.46 | 0.44 | 0.43 | 0.44 | 0.47 | 0.47 | |
[29] | 0.21 | 0.26 | 0.25 | 0.25 | 0.25 | 0.25 | 0.25 | 0.26 | |
[30] | 0.43 | 0.42 | 0.41 | 0.41 | 0.41 | 0.41 | 0.42 | 0.41 | |
[31] | 0.15 | 0.20 | 0.20 | 0.20 | 0.21 | 0.23 | 0.24 | 0.24 | |
[32] | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
[33] |
| 0.50 | 0.49 | 0.48 | 0.48 | 0.47 | 0.49 | 0.48 | |
[34] | 0.52 | 0.51 | 0.46 | 0.44 | 0.43 | 0.44 | 0.47 | 0.47 | |
[35] | 0.31 | 0.40 | 0.39 | 0.39 | 0.37 | 0.39 | 0.39 | 0.41 | |
[36] |
| 0.77 | 0.82 | 0.85 | 0.86 | 0.84 | 0.84 | 0.85 | |
[37] | 0.11 | 0.12 | 0.13 | 0.16 | 0.18 | 0.21 | 0.22 | 0.24 | |
[38] | 0.00 | 0.00 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | 0.01 | |
[39] | 0.46 | 0.51 | 0.59 | 0.66 | 0.73 | 0.78 | 0.80 | 0.82 | |
[40] | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.01 | 0.01 | |
[41] |
| 0.56 | 0.52 | 0.50 | 0.46 | 0.45 | 0.44 | 0.43 | |
[42] | 0.46 | 0.50 | 0.59 | 0.66 | 0.71 | 0.78 | 0.80 | 0.81 | |
[43] | 0.25 | 0.28 | 0.30 | 0.30 | 0.33 | 0.35 | 0.36 | 0.37 | |
[44] |
| 0.64 | 0.64 | 0.65 | 0.67 | 0.66 | 0.66 | 0.67 | |
[45] | 0.05 | 0.05 | 0.07 | 0.09 | 0.09 | 0.09 | 0.09 | 0.10 | |
[46] | 0.51 | 0.52 | 0.50 | 0.48 | 0.51 | 0.54 | 0.57 | 0.59 | |
[47] | 0.17 | 0.18 | 0.18 | 0.21 | 0.22 | 0.23 | 0.24 | 0.26 | |
GSE15852 | [25] | 0.40 | 0.49 | 0.51 | 0.52 | 0.59 | 0.61 | 0.61 | 0.61 |
[26] | 0.51 | 0.51 | 0.56 | 0.60 | 0.61 | 0.60 | 0.62 | 0.63 | |
[27] | 0.47 | 0.51 | 0.57 | 0.59 | 0.58 | 0.57 | 0.57 | 0.58 | |
[28] | 0.28 | 0.33 | 0.38 | 0.40 | 0.40 | 0.42 | 0.44 | 0.47 | |
[29] | 0.48 | 0.52 | 0.59 | 0.65 | 0.70 | 0.73 | 0.76 | 0.76 | |
[30] | 0.31 | 0.41 | 0.46 | 0.52 | 0.55 | 0.58 | 0.60 | 0.61 | |
[31] | 0.16 | 0.21 | 0.21 | 0.20 | 0.20 | 0.21 | 0.21 | 0.22 | |
[32] | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
[33] |
| 0.56 | 0.57 | 0.61 | 0.66 | 0.71 | 0.75 | 0.73 | |
[34] | 0.21 | 0.24 | 0.26 | 0.30 | 0.32 | 0.35 | 0.38 | 0.40 | |
[35] |
| 0.62 | 0.62 | 0.67 | 0.73 | 0.78 | 0.81 | 0.83 | |
[36] |
| 0.88 | 0.88 | 0.86 | 0.88 | 0.88 | 0.89 | 0.90 | |
[37] | 0.24 | 0.26 | 0.24 | 0.26 | 0.27 | 0.28 | 0.30 | 0.31 | |
[38] | 0.53 | 0.46 | 0.44 | 0.42 | 0.43 | 0.42 | 0.43 | 0.42 | |
[39] |
| 0.97 | 0.89 | 0.88 | 0.85 | 0.87 | 0.86 | 0.89 | |
[40] | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |
[41] | 0.25 | 0.28 | 0.27 | 0.29 | 0.31 | 0.31 | 0.32 | 0.32 | |
[42] |
| 0.96 | 0.89 | 0.89 | 0.86 | 0.86 | 0.88 | 0.89 | |
[43] |
| 0.65 | 0.66 | 0.74 | 0.80 | 0.88 | 0.87 | 0.82 | |
[44] |
| 0.54 | 0.56 | 0.57 | 0.59 | 0.60 | 0.61 | 0.63 | |
[45] | 0.05 | 0.05 | 0.06 | 0.07 | 0.06 | 0.07 | 0.07 | 0.07 | |
[46] | 0.54 | 0.58 | 0.56 | 0.55 | 0.55 | 0.55 | 0.55 | 0.55 | |
[47] | 0.16 | 0.18 | 0.22 | 0.24 | 0.26 | 0.27 | 0.29 | 0.31 |