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Practically, the changes we observed in maximal power output and VO2peak were rather limited for a moderately trained population.
Lastly, the results of the present study have been obtained with a moderately trained population performing laboratory-based tests and therefore should not be generalized to highly trained athletes.
Previous studies from our group showed that different young, physically active individuals respond to four months of training stimulus similarly to athletes in terms of certain parameters in blood [ 17] and saliva [ 20], justifying the use of this young male trained population to establish reference intervals for sports medicine applications.
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In order to identify the impacts of training population size and marker number on predictability, we used different subsets of training population and markers to evaluate the predictability.
The relatedness between training population and test populations is also a key factor for predictability.
All fitness values calculated are stored in an archive to be reused as training population.
With respect to the size of training population, it has strong effect on the predictability.
The size of training population had greater influence on prediction for rice hybrid performance compared with the marker density.
Therefore, increasing the size of training population rather than increasing the marker number can be preferable for rice hybrid prediction.
In conclusion, this study demonstrates that anemia is prevalent in the military basic training population, specifically among female trainees.
The marker density has lower influence on predicting rice hybrid performance compared with the size of training population.
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