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Table 1 Classification machine learning algorithms

From: Machine learning-based Radiomics analysis for differentiation degree and lymphatic node metastasis of extrahepatic cholangiocarcinoma

Number

Abbreviation

Algorithm

1

ADAC

Ada Boosting Classifier

2

BAGC

Bagging Classifier

3

BNB

Bernoulli Naïve Bayesian

4

DTC

Decision Tree Classifier

5

GNBC

Gaussian Naïve Bayesian Classifier

6

KNNC

K Nearest Neighborhood Classifier

7

RFC

Random Forest Classifier

8

SGDC

Stochastic Gradient Descent Classifier

9

SVMC

Support Vector Machine Classifier

10

XGBC

eXtreme Gradient Boosting Classifier