JMA Journal

Figure 1. Receiver Operating Characteristic Curve
CVL: critical value list prediction
XGB: gradient boosting decision tree prediction
ROC-AUC: receiver operating characteristic–area under the curve.

From: Short-term All-cause In-hospital Mortality Prediction by Machine Learning Using Numeric Laboratory Results

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Figure 2. Future importance.

From: Short-term All-cause In-hospital Mortality Prediction by Machine Learning Using Numeric Laboratory Results

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Figure 3. SHAP result.

From: Short-term All-cause In-hospital Mortality Prediction by Machine Learning Using Numeric Laboratory Results

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