Skip to main content
Fig. 6 | BMC Medical Informatics and Decision Making

Fig. 6

From: Application of machine learning missing data imputation techniques in clinical decision making: taking the discharge assessment of patients with spontaneous supratentorial intracerebral hemorrhage as an example

Fig. 6

Comparison of processing effects of each method in different missing scenarios. a to h: the sensitivity comparison of different missing scenarios of EL, LR, RF, NN, SVM, Mode, KNN and MICE; i to p: AUC comparison; q to x: Kappa comparison; MAR (1:2): the MAR (the ratio of missing proportion 1:2) mechanism; MAR (2:1): the MAR (the ratio of missing proportion 2:1) mechanism

Back to article page