Table 1 |
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|
Mean and standard deviation (in parentheses) of BACC scores (%), calculated over 50 hold out runs. |
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|
DATASET |
ALL |
GA-FS |
H-MTL |
GA-MTL |
GA-MTL-IR |
e-GA-MTL |
|
|
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|
M = 2 for ANN |
||||||
|
|
||||||
|
Breast |
53.2(9.3) |
56.1(8.6) |
59.8(8.5) |
72.0(8.3) |
69.0(8.4) |
72.4(8.4) |
|
Colon |
50.0(8.8) |
46.7(8.5) |
58.1(7.9) |
78.6(8.4) |
85.7(8.1) |
78.6(7.8) |
|
Leukemia |
59.1(7.8) |
59.7(8.2) |
65.2(7.9) |
79.6(7.9) |
76.4(7.7) |
84.5(7.6) |
|
Ovarian |
57.8(6.8) |
69.1(6.8) |
75.6(3.8) |
78.9(7.2) |
79.9(7.1) |
82.4(7.1) |
|
Average |
54.8(8.2) |
58.1(8.0) |
64.8(7.8) |
77.1(7.9) |
77.4(7.8) |
79.5(7.7) |
|
|
||||||
|
M = 10 for ANN |
||||||
|
|
||||||
|
Breast |
54.2(9.3) |
59.3(8.9) |
69.2(9.2) |
74.9(8.8) |
72.3(9.3) |
76.2(8.7) |
|
Colon |
57.0(8.9) |
64.4(8.6) |
67.4(9.0) |
82.2(8.6) |
82.7(8.6) |
82.5(8.8) |
|
Leukemia |
68.4(8.1) |
76.2(7.7) |
76.6(8.0) |
76.8(7.5) |
76.4(7.1) |
91.4(7.2) |
|
Ovarian |
63.0(6.3) |
68.5(6.6) |
78.8(5.9) |
80.3(6.0) |
83.5(6.2) |
83.6(6.3) |
|
Average |
60.4(8.2) |
67.6(8.0) |
73.2(8.0) |
79.4(8.0) |
79.5(7.8) |
83.3(7.7) |
|
|
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|
Yang et al. BMC Genomics 2008 9(Suppl 1):S3 doi:10.1186/1471-2164-9-S1-S3 |
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