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Fig. 3 | BMC Research Notes

Fig. 3

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

Fig. 3

Histogram of the 25 predictors used for the MTSS group in undersampling, and no resampling experiments; In undersampling method the machine learning algorithm was employed on 30 normal and 30 MTSS subjects and in no resampling method the machine learning algorithm employed on 150 normal and 30 MTSS subjects. For oversampling method, these data were upsampled to achieve a 150 data sample size (Note: Red color represents MTSS group)

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