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These experiments should be replicated with a bigger sample size.
First of all, we should target a bigger sample size and more generalizable sampling method.
Other variables as the fluid balance would be taking into account in a bigger sample size.
A bigger sample size allows for the training of a more robust classifier and might improve the prediction accuracy (PA) on the test set.
A long history of mobility data seems to be not relevant, a bigger sample size might be useful to better understand this point.
The current paper provides a sufficient proof of concept of the suggested methodologies, nevertheless results need to be checked against a bigger sample size in further research.
Similar(25)
The gender differences study got such a big sample size by doing just that.
The method does not need a big sample size, and the results of the method are reliable.
On a big sample size, we have revealed "blurred" migrainous features in CM patients: the attacks "lose" some of pulsatility and hemicranic character, become almost daily, less intense, but more incapacitating and the patient's suffering is more pronounced.
Secondly, It maybe a true mathematical relationship resulting from a big sample size, e.g. both Y2 and Y4 are 4020 samples in 2004 in this research.
However further study with a big sample size is required to validate the results.
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