Sentence examples for for task selection from inspiring English sources

The basis for the literature search and criteria for task selection are outlined in Section 2.

Work on task selection for pretraining will explore supervised learning tasks with large datasets, grounded reinforcement learning environments, and purpose-built semantic scaffolding tasks (inspired by syntactic scaffolding; Swayamdipta et al. '17) that encourage the learning of representations with desired properties.

For this purpose, we make use of forward task selection and incorporate the most relevant tasks one by one.

For this project, task-selection was based on a combination of a neurobiologically informed Bayesian model of somatoform symptoms [ 41] and clinical observations.

The random-based task-scheduling scheme assigns tasks to servers on a random basis and without constraints, except for available queue at each server, for task allocation or server selection.

As the majority of features are redundant for the classification task, feature selection is of vital importance.

However, for protein-coding genes codon alignment is often necessary, for example for tasks which involve characterizing selection on the protein, or other codon-based analyses.

Among others, models for the Wason selection task or the suppression task are discussed by psychologists and cognitive scientists.

For both tasks, instance selection emerges as a possible solution that has proved to be useful in various fields.

The analysis of methods also suggested that a promising combination for the task of feature selection and classification is to select a subset of genes and use Linear Discriminant Analysis, an approach taken by half of the top 3 performing methods used for SC1 and SC2.

For the task of feature selection, data samples are randomly divided into two groups: training set and validation set.