Sentence examples for diverse prediction from inspiring English sources
Consequently, differences in gene annotation introduced by diverse prediction methodology will have a major impact on subsequent studies.
Given the availability of large number of fungal genomes and diverse prediction programs for secretory proteins, a three-layer classification rule was established and implemented in a web-based database, the FSD.
S consists of m column vectors representing weight scores of the k functional categories per SNP, which are precalculated on the basis of the consensus of results from diverse prediction methods (Section 1 in Supplementary Data) and stored in the JEPEG annotation database.
Energy experts offer radically diverse predictions for the coming year, ranging from $60 oil to $200 oil.
The models within an ensemble can have different structure and parameters and make diverse predictions.
The same technique we have used for human predictions could be extended to any other genome, as long as sufficiently diverse predictions are available for it.
BQS makes strong and diverse predictions about the network features that allow stable responses under arbitrary perturbations, including the random addition of new connections.
The results obtained from three case studies suggest that the ensemble approach with any weighting scheme gives more accurate RUL predictions compared to any sole algorithm when member algorithms producing diverse RUL predictions have comparable prediction accuracy and that the optimization-based weighting scheme gives the best overall performance among the three weighting schemes.
Diverse predictive models from machine learning or data mining have employed to perform predictions on survivability.
MLBMA works best when the alternative models are structurally distinct and have diverse model predictions.
Even though a sample is very diverse good predictions can be obtained in case that many of the detected organisms or close relatives are available in both databases.
