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Regression equations based on many predictors were developed in the Syrian population.
When ACD/NMR predictors were developed information regarding the relative stereochemistry of reference molecules was taken into account.
However, relatively much fewer predictors were developed specialized for predicting the subcellular localization of plant proteins.
This shows that the comparison between different predictors is complicated, because the predictors were developed and optimized on different datasets.
This is since the former two predictors were developed to identify MoRF regions that form only α -helixes upon binding.
Altogether, 40 different predictors were developed for each of the three classification problems (five different feature-selection methods × eight different classifiers).
Similar(51)
In recent decades, a new class of estimators having FIR (filters, smoothers, and predictors) was developed to have optimal or suboptimal properties.
The first generation of multigene prognostic predictors was developed empirically by comparing gene expression data from patients who did or did not experience recurrence.
With these predictors was developed a mortality predictive equation (Z function) using a constant (K = -11.4997) and the B coefficients of each covariate (fibrinogen: 0.0268, Killip: 1.947 and ejection fraction: -0.0974).
In this study, a computational methodology based on decision tree predictors is developed to discover molecular sub-groups from gene expression data and illustrate gene signatures associated with each group.
For each outcome, a model with only clinical predictors was developed using a backward selection algorithm (alpha criteria = 0.05) to arrive at a parsimonious model, with the stipulation that stage and disease site would remain in the model regardless of their significance.
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