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Fig. 3 | BMC Medical Informatics and Decision Making

Fig. 3

From: A novel method for screening malignant hematological diseases by constructing an optimal machine learning model based on blood cell parameters

Fig. 3

Model performance in the validation set. A. Receiver operating for screening malignant haematological diseases patients in the validation set. B. Precision-recall curves for screening malignant haematological diseases patients in the validation set. LR: Logistic regression; KNN: K-nearest neighbour; NB: Naïve Bayes; SVM: Support vector regression; RF: Random Forest; MLP: Multiple layer perceptron; GBDT: Extreme Gradient Boosting; ANN: Artificial Neural Network

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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