Table 5 |
||||||
|
Mean and standard deviation (in parentheses) of precision 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 |
|
|
||||||
|
M = 2 for ANN |
||||||
|
|
||||||
|
Breast |
50.0(8.8) |
53.3(8.4) |
55.5(8.4) |
68.8(8.1) |
64.7(7.9) |
66.7(8.2) |
|
Colon |
33.3(8.7) |
25.0(8.1) |
42.9(7.4) |
71.4(7.8) |
75.0(7.7) |
71.4(7.4) |
|
Leukemia |
38.5(7.7) |
37.5(7.9) |
42.8(7.5) |
58.3(7.6) |
60.0(7.4) |
66.7(7.1) |
|
Ovarian |
42.9(6.4) |
53.7(6.6) |
62.6(6.1) |
66.6(6.8) |
68.6(7.1) |
71.4(6.5) |
|
Average |
41.2(7.9) |
42.4(7.8) |
51.0(7.4) |
66.3(7.6) |
67.1(7.5) |
69.1(7.3) |
|
|
||||||
|
M = 10 for ANN |
||||||
|
|
||||||
|
Breast |
42.6(9.2) |
60.0(9.0) |
65.4(9.7) |
82.4(8.4) |
82.1(9.2) |
82.6(9.1) |
|
Colon |
51.2(7.5) |
56.2(7.4) |
64.7(7.3) |
70.6(8.1) |
66.7(8.2) |
68.4(7.3) |
|
Leukemia |
46.1(7.8) |
63.1(7.4) |
63.6(7.6) |
57.0(7.4) |
60.0(6.4) |
67.1(6.8) |
|
Ovarian |
47.6(5.4) |
53.6(5.7) |
66.4(4.3) |
68.4(5.1) |
78.2(5.0) |
72.1(5.5) |
|
Average |
46.9(7.5) |
58.2(7.4) |
65.0(7.2) |
69.6(7.3) |
71.8(7.2) |
72.6(7.2) |
|
|
||||||
|
Yang et al. BMC Genomics 2008 9(Suppl 1):S3 doi:10.1186/1471-2164-9-S1-S3 |
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