The training samples are a series of data vectors, every of which is consisted of input vector and output vector.
To predict fertility of the bulls from the given source, a sub-set of data were generated consisting of 962,135 insemination records from 934 bulls with an average of 1,030 breedings ranging from 300 to 15,194.
This is a surprisingly difficult task as the statistical assessment of differences is hindered by a number of factors: on the one hand, the data is digital, consisting of counts of DNA fragments (reads) mapped onto regions of the genome.
In (4), the total length of the aggregated transmitted data is NL, consisting of a block of length L from each cluster member.
2.0 Mb of data was generated consisting of ~10,000 reads on a single lane of the GS FLX platform.
Observational and retrospective cohort data are used, consisting of medical records of patients followed up in outpatient and hospital care facilities during the years 2003 2010.
A subset of these data was extracted consisting of lineage-specific duplications in which the family had only a single duplication event along a particular lineage (phylogenetic method two copies).
As observed in [ 11], the histogram for our muscle data was bimodal, consisting of a gaussian-like distribution of low-intensity spots, overlapping an adjacent distribution of moderate and high-intensity spots.
The coordinate system of the ETS-VIII magnetic field data is orthogonal, consisting of P, E, and N coordinates; P is parallel to the rotational axis, E points radially earthward, and N is azimuthally eastward.
