Therefore, incorporating a class label variable into a generative model might tackle the intra-tag diversity problem well.
In a within-network single-label classification scenario, let (Y_i) be the class label variable of node i, which can be assigned to one categorical value (c in {mathcal {L}}).
*Conditional Power, based on planned data (the following represents two lines of code): generate con_power_plan= (1−normal((1.96−((sqrt(n/4) × ln(1/HR_O) × sqrt(t))+(sqrt(N/4) × ln(1/HR_E) × (1− t))))/sqrt(1− t))) × 100 label variable con_power_plan Conditional power – planned.
The transcripts were read and re-read many times to "discover" or label variables as categories and their interrelationships.
The data was read and re-read to "discover" or label variables and their interrelationships by using open (identifying, naming, categorizing) and axial coding (relating codes or categories) (Strauss and Corbin 1998).
One of the benefits of tree models is their ability to communicate such conditional information simply, whereas logistic regression models simply label variables, including complex interaction terms, as either significant or not without providing information as to the structure of key conditional relationships more useful in a diagnostic context.
Extracting from this the effect on the axonal arborization of individual cells is complicated by the fact that the viral injections labeled variable numbers of cells, and obtaining accurate estimates of the number of cells labeled in each individual experiment was not possible.
In accordance with an oft-used way of labeling variables in SEM (see, e.g., Gustafsson and Stahle 2005) latent variables or factors (i.e., unobservable constructs) are denoted by upper and lower case letters and manifest (i.e., observed) variables by upper-case letters.
The cross-sectional nature of our study prohibits conclusions about causality, predictive ability and labelling variables as risk factors.
By default, the top 50 genes are colored, whereas the top 7 are labeled (variables 24, 27, 55, 59, 60, 90, and 118).
The HPA023873 antibody stained the cell bodies of neurons and reactive astrocytes, and the neuropil, labeled with variable intensities, but labeled neither oligodendrocytes nor microglia, in both AD and non-AD brains.
