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Aggregating predictions into the final pocket score.
Aggregating predictions into the final pocket score. .
By aggregating predictions of those points PRANK outputs a score to be used for the re-ranking of the putative pockets.
Many of these methods involve aggregating predictions over an ensemble of regression trees.
The TAGGING QTL analysis method can be summarized as thinning of dense marker maps into a set of disjoint maps of lower density and then aggregating predictions from paralleled QTL models on the same training data sets.
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We then computed area under the curve (AUC) scores by aggregating prediction at each test window.
The final model used aggregated predictions from isolated links, ego-network features and alters gender or age in a single model and achieved an accuracy of 65% for gender and 51% for age prediction.
The method described in Section 4.3 is used to aggregate predictions from all pairwise models.
Bagging is a popular method to estimate models with improved prediction performance by reducing the variance of a single weak prediction model by aggregating the predictions of several weak models that were fitted on bootstrap samples.
In addition, random forests change how regression trees are constructed by splitting each node, using the best among a subset of M predictors randomly chosen at that node ('boosting'), and new data is predicted by aggregating the predictions of N trees.
New data is predicted by aggregating the predictions of N trees.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com