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Fig. 1 | Diagnostic and Prognostic Research

Fig. 1

From: Logistic regression has similar performance to optimised machine learning algorithms in a clinical setting: application to the discrimination between type 1 and type 2 diabetes in young adults

Fig. 1

Calibration plots with 95% confidence interval obtained using external validation dataset for prediction models. a Gradient boosting machine. b K-nearest neighbours. c Logistic regression. d MARS. e Neural network. f Random forest. g Support vector machine. Legend: Dashed line = reference line, solid black line = linear model

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Diagnostic and Prognostic Research

ISSN: 2397-7523

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