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Fig. 2 | World Journal of Surgical Oncology

Fig. 2

From: Preoperative lymph node metastasis risk assessment in invasive micropapillary carcinoma of the breast: development of a machine learning-based predictive model with a web-based calculator

Fig. 2

Comparisons of performance evaluation of predictive models developed via 13 machine learning algorithms. A receiver operating characteristic curve of 13 predictive models; B The area under the curve values comparisons of the models; Abbreviations: SK, SVM with sigmoid kernel; RK, SVM with radial kernel; PK, SVM with polynomial kernel; LK, SVM with linear kernel; LR, logistic regression; RF, random forest; QDA, quadratic discriminant analysis; LDA, linear discriminant analysis; NB, naive Bayesian; KNN, K-nearest neighbor; DT, decision tree; AdaBoost, adaptive boosting; Bagging, bootstrap aggregating

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World Journal of Surgical Oncology

ISSN: 1477-7819

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