Table 1 Performance of bagging model on training and test set for early-stage NPC prediction.

From: Early diagnosis of nasopharyngeal carcinoma based on machine learning modelling and blood plasma metallomics analysis

Model

Set

AUC

Accuracy

Sensitivity

Specificity

F1 score

Precision

Early-stage

Train

0.997

1.000

1.000

1.000

1.000

1.000

Test

0.998

1.000

1.000

1.000

1.000

1.000

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