Figure 5 | Scientific Reports

Figure 5

From: Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment

Figure 5

PRoD pipeline: With every appearance of a new observation in ieMR, data are fed into the model and the interpreter simultaneously. The Predictive Model is translated into Risk Index showed as a circle where colour and an associated number represents level of risk. The Interpreter provides a list of the top contributors in descending order explaining the prediction. Blue implies low values and red high values of the listed variable. With every new prediction dashboard is updated.

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