Table 9 |
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|
Twenty-one genes with high classification accuracy in the Leukemia dataset 2 |
|||||
|
Probe ID |
Classification results in LOOCV |
Classification results in the test set |
α |
||
|
|
|||||
|
# Correctly classified samples |
Accuracy (%) |
# Correctly classified samples |
Accuracy (%) |
||
|
|
|||||
|
36239_at |
51 (20/12/19) |
89.47 (100/70.59/95) |
14 (4/2/8) |
93.33 (100/66.67/100) |
0.90 |
|
|
|||||
|
39318_at |
47 (17/11/19) |
82.46 (85/64.71/95) |
13 (2/3/8) |
86.67 (50/100/100) |
0.80 |
|
|
|||||
|
40191_s_at |
48 (17/13/18) |
84.21 (85/76.47/90) |
12 (2/2/8) |
80 (50/66.67/100) |
0.80 |
|
|
|||||
|
840_at |
47 (19/10/18) |
82.46 (95/58.82/90) |
11 (3/1/7) |
73.33 (75/33.33/87.50) |
0.80 |
|
|
|||||
|
266_s_at |
46 (19/11/16) |
80.70 (95/64.71/80) |
13 (4/1/8) |
86.67 (100/33.33/100) |
0.80 |
|
|
|||||
|
37933_at |
45 (20/7/18) |
78.95 (100/41.18/90) |
8 (2/0/6) |
53.33 (50/0/75) |
0.75 |
|
|
|||||
|
38989_at |
43 (19/6/18) |
75.44 (95/35.29/90) |
12 (3/1/8) |
80 (75/33.33/100) |
0.75 |
|
|
|||||
|
33833_at |
44 (16/10/18) |
77.19 (80/58.82/90) |
10 (2/0/8) |
66.67 (50/0/100) |
0.75 |
|
|
|||||
|
32874_at |
43 (14/11/18) |
75.44 (70/64.71/90) |
10 (2/1/7) |
66.67 (50/33.33/87.5) |
0.7 |
|
|
|||||
|
37487_at |
41 (14/7/20) |
71.93 (70/41.18/100) |
11 (3/0/8) |
73.33 (75/0/100) |
0.7 |
|
|
|||||
|
31886_at |
42 (16/8/18) |
73.68 (80/47.06/90) |
13 (3/2/8) |
86.67 (75/66.67/100) |
0.7 |
|
|
|||||
|
35164_at |
48 (19/15/14) |
84.21 (95/88.24/70) |
13 (4/2/7) |
86.67 (100/66.67/87.5) |
0.7 |
|
|
|||||
|
36905_at |
46 (14/12/20) |
80.70 (70/70.59/100) |
9 (0/1/8) |
60 (0/33.33/100) |
0.7 |
|
|
|||||
|
37539_at |
50 (16/16/18) |
87.72 (80/94.12/90) |
10 (3/3/4) |
66.67 (75/100/50) |
0.7 |
|
|
|||||
|
37910_at |
45 (18/9/18) |
78.95 (90/52.94/90) |
9 (1/1/7) |
60 (25/33.33/87.5) |
0.7 |
|
|
|||||
|
32847_at |
44 (18/12/14) |
77.19 (90/70.59/70) |
11 (4/2/5) |
73.33 (100/66.67/62.5) |
0.7 |
|
|
|||||
|
35260_at |
42 (20/8/14) |
73.68 (100/47.06/70) |
9 (2/1/6) |
60 (50/33.33/75) |
0.7 |
|
|
|||||
|
41790_at |
47 (19/11/17) |
82.46 (95/64.71/85) |
13 (3/2/8) |
86.67 (75/66.67/100) |
0.7 |
|
|
|||||
|
32579_at |
48 (15/13/20) |
84.21 (75/76.47/100) |
11 (2/1/8) |
73.33 (50/33.33/100) |
0.7 |
|
|
|||||
|
1373_at |
47 (16/12/19) |
82.46 (80/70.59/95) |
10 (1/1/8) |
66.67 (25/33.33/100) |
0.7 |
|
|
|||||
|
1325_at |
47 (19/14/14) |
82.46 (95/82.35/70) |
10 (3/3/4) |
66.67 (75/100/50) |
0.7 |
|
|
|||||
|
Wang and Gotoh BMC Medical Genomics 2009 2:64 doi:10.1186/1755-8794-2-64 |
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