Machine Learning Models of Acute Kidney Injury Prediction in Acute Pancreatitis Patients

Figure 1

The graphic expression of different machine learning algorithms: (a) logistic regression, (b) classification and regression tree, (c) random forest, (d) support vector machine, and (e) extreme gradient boosting.

(a)

(b)

(c)

(d)

(e)