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Table 6 Random Forest classifiers for predicting tissue-selective genes.

From: Genome-wide prediction and analysis of human tissue-selective genes using microarray expression data

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