Skip to main content
Fig. 3 | BioMedical Engineering OnLine

Fig. 3

From: Does multidimensional daily information predict the onset of myopia? A 1-year prospective cohort study

Fig. 3

The prediction results and individual force views of feature impacts for two specific instances. The base value is the average value of the prediction model of myopia onset. The f(x) is the output value of the model. The bars in red and blue represent risk and protective effects, respectively. Longer bars indicate greater feature importance. Figures A and B show the cause of low-risk and high-risk instance, respectively. PM parental myopia, FVHE frequency of visual health education from parents, HOASD hours of outdoor activities per day on school days, AL academic level, FEF frequency of eye fatigue, FFI frequency of fish intake in the diet

Back to article page