Sentence examples for dataset view from inspiring English sources

The protocol specifies two views of the dataset: view 1, aimed at algorithm development and model selection, and view 2, aimed at final performance reporting.

1000 genes' dataset view.

1000 genes' dataset view as the input features.

For each dataset view, we trained a 10-fold CV PGM model using that dataset view and the compound fingerprints as the input features, which resulted in a total of 140 models (14 data set views × 10 CV folds).

Both models were trained with the compound fingerprints and the 'G.t.l 1000 genes' dataset view as input features using the complete dataset.

We did not find statistically significant differences in the performance between the RF and SVM 10-fold CV PGM models trained on compound fingerprints and the dataset view 'G.t.l.

The team had about 5,000 people from the Amazon Mechanical Turk crowdsourcing platform view a subset of its images, with each image in their LaMem dataset viewed on average by 80 unique individuals, according to Khosla.

From this, we assembled 14 profiling datasets, denoted here as dataset views.

A total of 14 dataset views were defined, which are summarized in Table 1 and provided in the Supplementary Material.

These molecular/phenotype datasets were combined in a variety of ways, which we termed dataset views in analogy to database views (Costello et al., 2014).

To benchmark the predictive signal across the 14 dataset views, we used the uncorrelated bioactivities 0.5 dataset, as it contains the compounds displaying the least correlated pGI50 values on the cell line panel and thus is more challenging to model.