Sentence examples for dataset building from inspiring English sources

Given the importance of data acquisition in this kind of analysis, we start by describing our dataset building process.

This work proved that the non-scaled features vector approach is preferable to the scaled one and that balanced class cardinalities during dataset building can give better performances.

AR, TOB and VG were involved in analyzing the dataset, building the LAD classification models, and the LAD regression models.

To prevent over fitting, the predictive capability of the models was checked by samples from the dataset, building a model and then predicting the dose for the omitted samples.

It does this through a simple workflow that enables organizations to streamline projects, whether it be in extracting datasets, building graphical views, or just managing data publishing, all while being able to keep tabs on which pieces of the dataset are getting the most use.

The Y*i value can be calculated by applying the regression equation (equation 4) to the dataset of building footprint.

As test dataset the building automation domain was chosen with the ontology architecture from Figure 1 and LON-specific ontologies on the layers 2 and 3.

Using such a generative model we can classify a new dataset by building one model for each class.

75% of the data were used as an estimation dataset for building models, and 25% were used as a validation dataset.

Finally, a gene signature model was developed from the training dataset by building consecutive models, over a range of 50 250 genes.

We used ClustalW [ 77] for individually aligning the protein-coding genes, and further, concatenated them to create the necessary dataset for building a phylogeny.