In this paper, we propose lazy bagging (LB), which builds bootstrap replicate bags based on the characteristics of test instances.
Finally, it takes description to be a generalisation of the linguistic characteristics of text instances or, in other words, the regularities of the uses of linguistic forms in discourse.
The presence of large chromosomal inversions is consistent with the characteristics of these instances and inversions are known to be readily induced as a result of Gamma-irradiation [ 18].
A filter, being either univariate or multivariate, does not use a classifier within its selection scheme and takes only the intrinsic characteristics of sample instances into account in order to quantify the association between features and phenotypes.
Another limitation of the study was the small number of participants who had some of the studied characteristics, for instance we could not have an accurate assessment of the association of maternal perception of DFM with oligohydramnios.
Survival estimates may be enhanced by the addition of clinical characteristics, for instance, patient physiology to existing prognostic classifications.
In particular, they will enable one to investigate how the characteristics of an instance affect its performance.
Generally, the performance of segmentation methods heavily relies on the particular image characteristics, for instance the degree of detail exhibited by the object under consideration, the noise properties of the image, and the spatial resolution.
However, they may also reflect the influence of other species characteristics, for instance dispersal ability the highest-trophic-level species are generally also the largest ones all things being equal.
In addition, the proposed method has other unique characteristics, for instance automated control of variable-length motifs, and the fast-clustering algorithm for many generated motifs in the summarization step.
This approach allowed us to conclude that the absolute risk of neonatal abstinence syndrome associated with opioid use depends on the patient characteristics (for instance, smoking and use of other psychotropics) as well as on the patterns of opioid use (for instance, misuse, duration, and proximity to delivery).
