Sentence examples for predictions into an from inspiring English sources

Key challenges are also briefly discussed, such as modeling of large-scale conformational changes upon binding, scoring of predicted models, and optimal inclusion of varied types of experimental data and theoretical predictions into an integrative modeling process.

To assess climate change's impact on maize production, the researchers took a multimodel approach, working combinations of global climate model predictions into an open-source crop model that simulates crop yields over successive growing seasons.

To turn these predictions into an error measure, we can then compute the summed absolute error between the conditional probabilities for predicted segments and the observed probability of the speech segment.

The MBV predictions of young bulls were combined with pedigree based predictions into an estimate of genomic estimated breeding values (GEBV) as GEBV = (w1 MBV + w2 SMGS /(w1 + w2), where SMGS are predictions based on the sire maternal-grandsire pathway and with i = 1 for MBV and i = 2 for SMGS.

We found that, for either humans or algorithms, combining individual predictions into a consensus predictor by taking their median generated excellent predictivity.

To understand what effect climate change could have on the activity of three southern Kalahari dunefields, geomorphologist David Thomas of Oxford University in the United Kingdom and colleagues fed climate predictions into a model that yields a dune mobility index.

We find that, for either humans or algorithms, combining individual predictions into a consensus predictor by taking their median is a powerful way of benefitting from the wisdom of crowds.

To combine these predictions into a final output, one may use voting schemes such as majority vote where the class value that was predicted the most becomes the final output.

To avoid variability in predictions, ensemble-forecasting modelling can be applied, by fitting a series of models using multiple techniques and then combining the predictions into a consensus prediction (weighted by the accuracy of the different methods; Araújo and New 2007).

Basing on a comprehensive literature search we integrate our predictions into a regulatory network of core clock and clock-controlled genes.

We have recently combined the phi and psi angle predictions into a profile-profile alignment algorithm [30], where the input features for the angle prediction are similar as ANGLOR but both phi and psi predictions were trained by SVM [8].