From: Dimension reduction with redundant gene elimination for tumor classification
 | #genes | Sensitivity | Specificity | BACC | Precision | PPV | NPV | Correction |
---|---|---|---|---|---|---|---|---|
RELIC 0.1 | 5.62 | 0.9750 | 0.2817 | 0.6283 | 0.7231 | 0.7231 | 0.4800 | 0.7298 |
RELIC 0.2 | 8.56 | 0.9625 | 0.3917 | 0.6771 | 0.7546 | 0.7546 | 0.6333 | 0.7605 |
RELIC 0.3 | 16.55 | 0.9300 | 0.5483 | 0.7392 | 0.8075 | 0.8075 | 0.7267 | 0.7931 |
RELIC 0.4 | 28.08 | 0.9175 | 0.6650 | 0.7912 | 0.8480 | 0.8480 | 0.8142 | 0.8279 |
RELIC 0.5 | 49.55 | 0.9075 | 0.7033 | 0.8054 | 0.8645 | 0.8645 | 0.8075 | 0.8338 |
RELIC 0.6 | 94.3 | 0.9125 | 0.7250 | 0.8188 | 0.8743 | 0.8743 | 0.8208 | 0.8455 |
RELIC 0.7 | 218.37 | 0.9025 | 0.7917 | 0.8471 | 0.9053 | 0.9053 | 0.8483 | 0.8631 |
RELIC 0.8 | 542.46 | 0.8725 | 0.7883 | 0.8304 | 0.8987 | 0.8987 | 0.8102 | 0.8424 |
RELIC 0.9 | 1413.92 | 0.9000 | 0.7400 | 0.8200 | 0.8802 | 0.8802 | 0.8175 | 0.8426 |
REDISC 0.1 | 2 | 0.9975 | 0.0150 | 0.5063 | 0.6516 | 0.6516 | 0.0200 | 0.6510 |
REDISC 0.2 | 2.1 | 0.9875 | 0.0550 | 0.5213 | 0.6599 | 0.6599 | 0.1000 | 0.6590 |
REDISC 0.3 | 2.94 | 0.9800 | 0.2167 | 0.5983 | 0.7039 | 0.7039 | 0.3950 | 0.7095 |
REDISC 0.4 | 4.3 | 0.9675 | 0.3350 | 0.6513 | 0.7396 | 0.7396 | 0.5483 | 0.7424 |
REDISC 0.5 | 8.09 | 0.9175 | 0.5017 | 0.7096 | 0.7875 | 0.7875 | 0.6833 | 0.7690 |
REDISC 0.6 | 15.82 | 0.8975 | 0.6533 | 0.7754 | 0.8443 | 0.8443 | 0.7525 | 0.8112 |
REDISC 0.7 | 41.9 | 0.9000 | 0.7750 | 0.8375 | 0.8978 | 0.8978 | 0.8108 | 0.8562 |
REDISC 0.8 | 157.06 | 0.8900 | 0.8117 | 0.8508 | 0.9142 | 0.9142 | 0.8300 | 0.8617 |
REDISC 0.9 | 558 | 0.8750 | 0.7483 | 0.8117 | 0.8828 | 0.8828 | 0.7892 | 0.8298 |
Full Set | 2000 | 0.8925 | 0.7150 | 0.8038 | 0.8680 | 0.8680 | 0.7950 | 0.8290 |