Novel predictions comprise the remaining high confidence RNAz candidates.
However, these predictions comprise less annotated host genes (48 and 45 for PT and CM, respectively) and also about 10 times less links, rendering significant deviations less possible (see methods for details).
For plants and bacteria, the predictions comprised the identities of a 'missing' folate synthesis gene (folQ) and of a folate transporter, and the absence from plants of a folate salvage enzyme.
In addition, our prediction comprised two stages.
Software defect prediction comprises two major procedures: (i) Design of appropriate software metrics to represent characteristic software system properties; and (ii) development of effective regression models for count data, allowing for accurate prediction of the number of software defects.
Evaluated before vvECMO initiation, a logistic prediction model comprising age, immunocompromised state, artificial minute ventilation, pre-ECMO serum lactate and hemoglobin concentrations showed best mortality prediction in our patients (area under curve, AUC: 0.75).
This nomogram is an OS probability prediction tool comprising five pretreatment prognostic factors selected by multivariate analysis.
In the combined prediction model comprising all 11 proteins, dimensionality reduction was applied to reduce the number of feature vectors for the training of machine learning classifiers.
Among the several packages collected in Weka, the "Weka.classifier" package includes the implementation of classification and prediction algorithms, comprising the most important "Classifier" class.
A German Holstein genomic prediction population comprising 5024 bulls, provided by Vereinigte Informationssysteme Tierhaltung w.V., was used to validate our new strategy based on the BLUP|GA approach.
