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. 2020 May 19;8:394. doi: 10.3389/fbioe.2020.00394

TABLE 2.

Performance of classification of combination of somatic mutation and gene expression by using 80 genes.

Cancer type Precision Recall F1-score Support Specificity
BLCA 0.8906 0.9354 0.9124 294.0000 0.9950
BRCA 0.9987 0.9947 0.9967 970.0000 0.9998
CESC 0.9148 0.8859 0.9001 241.0000 0.9971
COAD 0.7548 0.9644 0.8468 390.0000 0.9815
GBM 0.9940 1.0000 0.9970 148.0000 0.9999
HNSC 0.9916 1.0000 0.9958 460.0000 0.9994
KIRC 0.9850 0.9516 0.9680 345.0000 0.9992
KIRP 0.9344 0.9630 0.9485 216.0000 0.9979
LAML 1.0000 1.0000 1.0000 121.0000 1.0000
LGG 0.9926 0.9977 0.9952 433.0000 0.9995
LIHC 0.9925 0.9844 0.9884 282.0000 0.9997
LUAD 0.9358 0.9448 0.9403 475.0000 0.9953
LUSC 0.9408 0.9000 0.9199 411.0000 0.9965
OV 1.0000 0.9946 0.9973 185.0000 1.0000
PAAD 0.9378 0.9552 0.9464 134.0000 0.9988
PRAD 0.9973 1.0000 0.9987 374.0000 0.9998
READ 0.7569 0.1591 0.2627 137.0000 0.9990
STAD 0.9947 0.9976 0.9961 412.0000 0.9997
THCA 1.0000 0.9979 0.9990 486.0000 1.0000
UCEC 0.9673 0.9816 0.9744 494.0000 0.9975
Accuracy 0.9577 0.9577 0.9577 0.0000