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. 2025 Apr 2;15:11310. doi: 10.1038/s41598-025-96004-8

Table 2.

Performance of selected metabolites among HC, CC and RC groups

HC versus CC HC versus RC CC versus RC
Training set Ten-fold cross validation Test set Training set Ten-fold cross validation Test set Training set Ten-fold cross validation Test set
AUC (95%CI) 0.9543(0.9274–0.9813) 0.9373(0.8988–0.9759) 0.9173(0.8274–1.0000) 0.9168(0.8800–0.9536) 0.9027(0.8567–0.9487) 0.8566(0.7447–0.9685) 0.8221(0.7590–0.8852) 0.8005(0.7342–0.8668) 0.8182(0.6894–0.9470)
Sensitivity 0.8642 0.8395 0.9000 0.7614 0.8068 0.8182 0.7159 0.7273 0.8636
Specificity 0.9340 0.9057 0.8462 0.9151 0.8491 0.8077 0.8272 0.8025 0.8000
Accuracy 0.9037 0.8717 0.8478 0.8402 0.8247 0.8125 0.7633 0.7574 0.8095
Kappa statistic 0.8028 0.7371 0.6922 0.6735 0.6458 0.6237 0.5286 0.5161 0.6182
P-value for kappa statistic < 0.0001 < 0.0001 < 0.0001 < 0.0001 < 0.0001 < 0.0001 < 0.0001 < 0.0001 < 0.0001

HC, healthy control; CC, colon cancer; RC, rectal cancer; AUC, area under receiver-operating characteristic curve; CI, confidence interval.