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Landings (without discards) data per species were recorded for 230 fishing days randomly distributed in each month, whereas total (i.e., all species combined) landings were recorded for the rest 32 fishing days.
In general, masking is preferable in that, when making unnecessary "corrections", it simply discards data rather than introducing new errors.
This script discards data from spots with failed or faulty PCR products by masking them 'absent'absent
The categorisation of a continuous covariate by definition discards data and can be seen as introducing measurement error.
Since down-sampling intentionally discards data and Lasso feature selection is sensitive to data perturbation [ 25], we repeat the procedure N=50 times, each time using a different sample of the majority class, combining it with the minority class and fitting the Lasso to this dataset.
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Diederichs, K. & Karplus, P. A. Better models by discarding data?
For bubbly flows with larger void fractions, the discarded data of overlapping/clustering bubbles is considerable.
But the user can discard data that don't fit a query while keeping the rest.
Another photo illustrates software technology that captures previously discarded data from heart-monitoring electrocardiogram machines.
He notes how scientists discard data that doesn't fit their theses.
We discarded data from three locations, where the relative difference in slide prevalence between seasons was <5%.
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