Sentence examples for prediction constructed from inspiring English sources

NDY designed the method for and carried out the lateral gene transfer prediction, constructed the whole genome phylogeny, and carried out the clustering method.

Using the two QSAR models for growth inhibition and mutagenicity prediction constructed in Sections 2.1 and 2.2, we screened the subset of DrugBank (Knox et al., 2011) with approved drugs: Screen approved compounds from DrugBank.

Possible applications of the pipeline include, miRNA target prediction, constructing putative miRNA regulatory clusters and a cost efficient means of generating a large number of predicted differential miRNA expression profiles from the vast repository of human mRNA data in the public domain.

We summarize various predictions constructed from covariates, including multiply imputed covariates, and either the set of imputation-specific prediction model coefficients or the pooled prediction model coefficients.

We do not use gene predictions constructed by assembling a cluster of reads into a full-length transcript as support for building manually annotated gene models.

In addition, the impact on model performance measures from using predictions constructed from imputed covariates that have been partly derived from the observed outcome requires consideration.

To encapsulate these complex patterns of residue conservation and position-specific propensities for computational prediction, we constructed SVM prediction models using features extracted using the Bayes Feature Extraction (BFE) approach recently introduced by Shao et al.[ 19].

In terms of prediction performance, the prediction model constructed from the synthesized coefficients showed slight improvements over the conventional approach, particularly in BS.

From the prediction models constructed, all achieved high prediction performance, indicating clear distinctions in both avian and human proteins.

Cross-validation and related procedures consist of considering several divisions into training data and test data and averaging the estimated prediction errors of the respective prediction rules constructed in each iteration.

We first introduce methods for estimating imputation-specific predictions and pooled predictions, using multiply imputed covariates and using regression coefficients from a prediction model constructed on multiply imputed data (Section 1987).