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Even though equal amounts of data from both groups could be used in the experiments to have a balance, all of the available data was used with special care while training the classifiers as discussed below.
These values are best when there are equal amounts of data in each category [ 19].
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All nodes in the network generate equal amount of data per unit time.
To allow a fair comparison of different ASR systems, it is crucial that an equal amount of data is used for training.
Ideally, if A and B transmit an equal amount of data to R in the source phase, all data received at R can be XORed and then broadcasted to A and B in the relay phase.
First, for a given width of the temporal window over which the model is meant to be computed (that will be defined below), we iteratively adjusted the bounding epochs in order to have an arithmetic mean epoch equal to 2005.0, within an arbitrary tolerance of ±0.042 yr (±15 days), and an equal amount of data before and after 2005.0.
The main problem that we address in the paper is how to serve an equal amount of data delivery service to Region-1 and Region-2 or to give a higher priority to the station at Region-2 than any station at Region-1, regardless of the number of stations per region, traffic types generated at each station, station mobility, or wireless link errors.
Tertiles provided an equal amount of data in each category.
Tertiles also provide an equal amount of data in each category and allow interpretation relative to "low", "medium" and "high" values.
To explore the efficiency of our method, that is the minimum size portion of a plate that would still recover an equal amount of data, a fractional analysis was performed (assuming that read number and distribution are linearly correlated).
For this comparison, equal amounts of training data are used for each emotion-related state.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com