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Fig. 7 | Respiratory Research

Fig. 7

From: Machine learning-based Diagnostic model for determining the etiology of pleural effusion using Age, ADA and LDH

Fig. 7

Partial Dependence Plots of ADA, Age and LDH on pleural effusion etiologies prediction based on Extreme Gradient Boosting model. Each line depicts the single-variable effects on the prediction outcome. MPE, malignant pleural effusion, TPE, tuberculous pleural effusion, PPE, parapneumonic pleural effusion. ADA, Adenosine deaminase; LDH, lactate dehydrogenase

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Respiratory Research

ISSN: 1465-993X

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