Table 3 Multivariate analysis for predicting cancer vs. non-cancer by anatomical draw

From: Circulating tumor cell and oncosome subtypes in portal and peripheral venous circulations may be used for diagnosis and prognostication of pancreatic cancer

Model

PB accuracy (%)

PoVB accuracy (%)

Logistic regression

95.65

95.83

Decision tree

82.61

100.00

Random forest

82.61

95.83

SVM

78.26

95.83

Gradient boosting

78.26

100.00

Neural network

82.61

45.83

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