Fig. 4From: Comparison of optimized machine learning approach to the understanding of medial tibial stress syndrome in male military personnelPredictor’s importance value and rank for undersampling experiment (Up), no resampling experiment (Middle) and oversampling experiment (Down); Examining the importance of each predictor individually using an F-test, and then rank features using the p-values of the F-test statistics calculated. The x-axis shows the predictor abbreviations/acronyms that have been sorted based on the rank and the y axis shows the importance value. The values in the y-axis are the negative logs of the p-valuesBack to article page