Wnt/β-Catenin, Carbohydrate Metabolism, and PI3K-Akt Signaling Pathway-Related Genes as Potential Cancer Predictors

Table 3

Performances of pathway-related genes and DEGs in training set.

Genes	Training set
	COAD (%) (normal/tumor = 21/287)				BRCA (%) (normal/tumor = 78/777)				STAD (%) (normal/tumor = 21/263)				PRAD (%) (normal/tumor = 36/349)
	SVM	RF	DT	KNN	SVM	RF	DT	KNN	SVM	RF	DT	KNN	SVM	RF	DT	KNN
Wnt	100.00	99.73	91.97	99.82	99.85	99.16	86.78	99.50	96.30	99.14	79.55	93.76	94.97	90.73	69.88	89.58
Ca-Me	100.00	99.82	97.15	100.00	99.78	98.10	93.21	99.10	99.42	95.30	74.56	95.31	97.15	91.89	77.56	89.18
PI3K	100.00	100.00	96.80	100.00	99.88	99.04	89.92	99.64	99.42	98.19	81.96	97.91	95.07	94.81	71.84	90.97
TLR	100.00	99.27	84.45	100.00	99.63	98.93	86.50	98.59	96.95	91.94	81.39	95.37	94.08	89.10	65.20	86.79
TH	100.00	99.91	90.54	100.00	99.81	98.21	88.77	98.78	99.23	94.79	86.93	97.51	94.85	92.20	69.92	90.62
RPSC	100.00	99.93	97.15	99.64	99.84	99.22	90.48	99.01	98.41	99.23	81.48	97.20	93.63	94.78	78.34	89.11
DEGs	100.00	99.96	96.95	100.00	99.85	99.89	96.94	98.68	99.32	99.66	88.81	97.61	96.48	95.53	83.60	94.33