Sentence examples for datasets structure from inspiring English sources

We applied the radial basis function (RBF) as the kernel types in accordance with our datasets structure, where γ > 0 is the kernel parameter as shown in (4) k (x i, x j ) =    e − γ | x 1 − x j | 2. Subsequently, these datasets were mapped into the linearly separable space, and hyperplanes divided them into two labeled classes.

Sixteen artificial datasets have been generated covering all the combinations of these four binary meta-descriptors expecting to simulate a wide range of real datasets' structures arising in classification tasks.

SPARQL is the W3C [Prud and Seaborne, 2006] recommendation for querying datasets structured according to the Resource Description Framework (RDF) [Lassila and Swick, 1998].

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

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

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.

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.

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

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.