Table 9

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

Open Data