From: Dimension reduction with redundant gene elimination for tumor classification
 | #genes | Sensitivity | Specificity | BACC | Precision | PPV | NPV | Correction |
---|---|---|---|---|---|---|---|---|
RELIC 0.1 | 18.1 | 0.9395 | 0.7433 | 0.8414 | 0.8818 | 0.8818 | 0.8758 | 0.8702 |
RELIC 0.2 | 55.86 | 0.9115 | 0.7783 | 0.8449 | 0.9024 | 0.9024 | 0.8007 | 0.8646 |
RELIC 0.3 | 205.48 | 0.9440 | 0.7700 | 0.8570 | 0.8960 | 0.8960 | 0.8692 | 0.8827 |
RELIC 0.4 | 790.41 | 0.9585 | 0.7983 | 0.8784 | 0.9105 | 0.9105 | 0.8975 | 0.9027 |
RELIC 0.5 | 2168.33 | 0.9735 | 0.8783 | 0.9259 | 0.9441 | 0.9441 | 0.9617 | 0.9405 |
RELIC 0.6 | 3859.52 | 0.9865 | 0.9400 | 0.9632 | 0.9716 | 0.9716 | 0.9825 | 0.9700 |
RELIC 0.7 | 5394.2 | 0.9910 | 0.9567 | 0.9738 | 0.9786 | 0.9786 | 0.9883 | 0.9784 |
RELIC 0.8 | 6545.28 | 0.9910 | 0.9633 | 0.9772 | 0.9815 | 0.9815 | 0.9875 | 0.9807 |
RELIC 0.9 | 7035.99 | 0.9955 | 0.9633 | 0.9794 | 0.9815 | 0.9815 | 0.9933 | 0.9836 |
REDISC 0.1 | 3.31 | 0.9865 | 0.6267 | 0.8066 | 0.8380 | 0.8380 | 0.9167 | 0.8579 |
REDISC 0.2 | 4.29 | 0.9805 | 0.6583 | 0.8194 | 0.8550 | 0.8550 | 0.8858 | 0.8671 |
REDISC 0.3 | 6.88 | 0.9695 | 0.7733 | 0.8714 | 0.9013 | 0.9013 | 0.9108 | 0.9000 |
REDISC 0.4 | 14.83 | 0.9655 | 0.8700 | 0.9178 | 0.9385 | 0.9385 | 0.9508 | 0.9304 |
REDISC 0.5 | 46.56 | 0.9735 | 0.9417 | 0.9576 | 0.9715 | 0.9715 | 0.9642 | 0.9614 |
REDISC 0.6 | 131.23 | 0.9690 | 0.9467 | 0.9578 | 0.9737 | 0.9737 | 0.9592 | 0.9611 |
REDISC 0.7 | 531.33 | 0.9795 | 0.9517 | 0.9656 | 0.9765 | 0.9765 | 0.9742 | 0.9698 |
REDISC 0.8 | 2239.81 | 0.9880 | 0.9600 | 0.9740 | 0.9798 | 0.9798 | 0.9867 | 0.9782 |
REDISC 0.9 | 4195.03 | 0.9980 | 0.9550 | 0.9765 | 0.9787 | 0.9787 | 0.9967 | 0.9823 |
Full Set | 7129 | 0.9955 | 0.9633 | 0.9794 | 0.9815 | 0.9815 | 0.9933 | 0.9836 |