Sentence examples for a dataset structure from inspiring English sources

Even when a model selection method is used, there is the possibility of over-fitting to a dataset structure that represents batch effects or platform idiosyncrasies.

In this case, a typical dataset structure might assign b_{ij} = mathrm{NA} (19) if senator i did not vote on bill j.

If we omit mitochondrial membrane proteins from the A dataset, in which protein structures have been determined by x-ray crystallography, the accuracy for the A dataset increases (Table 1).

In addition to the dataset we release a guide to the dataset structure and several csv files containing names and technical information, such as metadata tags, of all the collected media.

The method is inspired by the recent Pairwise Recommendation [9] algorithm, which considers the intrinsic dataset structure through a recommendation simulation model.

Fig. 8 The dataset structure of the SciData Data Model.

Later, an unsupervised learning step is performed with the objective of extracting useful information from the intrinsic dataset structure.

The Kylberg Sintorn Rotation Dataset is a generic texture dataset with similar types of textured surfaces as in the Outex dataset but with the same general dataset structure (many samples of each texture-rotation combination) as the Mondial Marmi dataset.

However, our estimates of species diversity indicate strong dependence on dataset structure.

Reasons for a lack of comparability between our and the COGA study may include differences in montage (we used the more common monopolar montage), derivation of EEG spectral power and dataset structure.

In other words, integrative clustering relies on joint structure across datasets, rather than individual dataset structure.