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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