Sentence examples for dataset and the selection from inspiring English sources

For the test on the CASP8 dataset, the MFDp is trained, including computation of SVMs (using the same parameters as for the MxD dataset) and the selection of the threshold, using all fully disordered and PDB chains in the MxD dataset; these chains have similar disorder characteristics to the chains in the CASP8.

This distribution in several sub-groups is directly dependent on the initial FSSP dataset and to the selection procedure.

The three selected reference genes were analyzed in the complete dataset, and the final selection of reference gene/s was established using the complete dataset by means of both low sample-to-sample variation and an absence of group differences in expression.

This resulted in 90 common probe IDs identified across all the datasets, and represents the selection of HPV-associated versus smoking-associated features tested.

Four different strategies of ROI selection were compared: (a) ROIs centered on the coordinates given in [6] (TalFox), (b) ROIs centered on the coordinates provided in [7] (TalFr), (c) ROIs centers obtained from a group-level independent component analysis (gICA) of the dataset, and (d) selection of ROIs based on independent component analyses performed at the individual level (indICAs).

The first stage includes the collection and cleaning of a dataset for the study and the selection of the best molecular representations [8 10].

We speculated that this could be due to a high number of non-informative AFLP loci in the total dataset and repeated the complete selection procedure using only those AFLP loci (n = 43) with an Fst value of 0.2 or higher according to a TFPGA analysis on the complete dataset.

After loading files with ARFF loader, the class assigner picks up appropriate class labels from dataset and performs feature selection on the basis of frequently used headings and most frequent titles.

Over time, more information will continue to be added, and the selection of datasets will largely be driven by community feedback and operational and research needs.

Such wrong family assignments might reduce reliability of the classification and the selection of representative seed dataset.

Section 3 illustrates the considered case study, describing the datasets, the selection methods, and the settings used in the experiments.