Table 6

Random Forest classifiers for predicting tissue-selective genes.

Tissue

AC

(%)

SN

(%)

SP

(%)

ST

(%)

ROC

AUC


Brain

92.70 (± 0.273)

43.55 (± 1.212)

97.60 (± 0.211)

70.58 (± 0.675)

0.9178 (± 0.002)

Liver

96.02 (± 0.341)

65.6 (± 2.499)

99.07 (± 0.191)

82.33 (± 1.293)

0.95467 (± 0.003)

Testis

91.00 (± 0.033)

1.49 (± 0.405)

99.95 (± 0.038)

50.72 (± 0.193)

0.8433 (± 0.004)

Blood

93.29 (± 0.190)

40.20 (± 1.291)

98.53 (± 0.108)

69.37 (± 0.677)

0.9170 (± 0.002)

Kidney

93.62 (± 0.508)

26.43 (± 5.355)

99.73 (± 0.159)

63.08 (± 2.703)

0.9300 (± 0.003)


The values outside and inside brackets are the average value and standard deviation of measures in ten classifier evaluations, respectively.

Teng et al. BMC Medical Genomics 2013 6(Suppl 1):S10   doi:10.1186/1755-8794-6-S1-S10

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