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) |