Sentence examples for integrate predictions from inspiring English sources

A weighted combining scheme was developed to integrate predictions from comparable models for ensemble analysis.

To address these concerns, ensemble learning techniques in the machine learning paradigm can be used to integrate predictions from multiple tools.

Another trend involves the application of meta-methods to integrate predictions from multiple datasets, combining their strengths so as to outperform any single underlying method.

The Bayesian network approach of Troyanskaya et al. (2003) was a precursor to many of these supervised approaches, but differs from the others in that it uses knowledge from human experts to integrate predictions derived from diverse datasets.

The modelled connectivity, in fact, appears suitable not only to characterize sediment dynamics at the catchment scale but also to integrate prediction models and as a tool for helping geomorphological interpretation.

We integrate prediction databases, compare predictions to in vitro data, and use cross-database predictions to model the microRNA:transcript interactome – referred to as the micronome – to study microRNA involvement in well-known signalling pathways as well as associations with disease.

By virtue of its unique and sophisticated pattern of connections with prediction areas of the brain, as well as its capacity to retain information within an internal recurrent collateral system, the prefrontal cortex is strategically situated to receive and integrate prediction error messages simultaneously from the various memory regions of the brain via both inhibitory and excitatory mechanisms.

We present an optimized predictive model (named symphony) that integrates predictions from in silico models.

We describe an artificial neural network (ANN) based meta-predictor program that integrates predictions from the current PPPs and the predicted promoters' relation to CpG islands.

An optimized binary classification system (symphony), which integrates predictions from five in silico methods, can predict the risk of ccRCC associated with VHL missense mutations with high sensitivity and specificity.

SwissPalm also provides curated information and filters that increase the confidence in true positive hits, and integrates predictions of S-palmitoylated cysteine scores, orthologs and isoform multiple alignments.