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Fig. 4 | BMC Research Notes

Fig. 4

From: Comparison of optimized machine learning approach to the understanding of medial tibial stress syndrome in male military personnel

Fig. 4

Predictor’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-values

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