Fig. 8: Wanger Grade prediction based on model output and medical record. | npj Digital Medicine

Fig. 8: Wanger Grade prediction based on model output and medical record.

From: A clinically interpretable model derived from skin conductance for assessing microangiopathy of the skin surface

Fig. 8

The accuracy is improved by about 15% in multimodal ensemble learning. a The Chi-square test is used to measure the importance of the predictor. b the confusion matrix of the optimized multimodal model. c Receiver operating characteristic curves for four categories. d Features’ contribution based on optimization model. e Shapley value of all samples. f The predictions for individual patients.

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