Figure 3 | Scientific Reports

Figure 3

From: FIT calculator: a multi-risk prediction framework for medical outcomes using cardiorespiratory fitness data

Figure 3

Screenshot of the multi-outcome predictor for a patient with the following features: Age = 40, Race = Black, METS = 13, Resting Systolic Blood Pressure = 120, Resting Diastolic Blood Pressure = 120, Reason for Test = Chest Pain, History of Hyperlipidemia = No, %Heart Rate Achieved = 50, Family History of Coronary Artery Disease = Yes. The patient's predicted risk of developing hypertension is 40%, accompanied by an explanation. The explanation chart indicates that resting systolic is the most contributed feature against the prediction while age and METS are the feature that contributes most toward the prediction.

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