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Each music recording in the aforementioned datasets was represented by three song-level feature vectors, namely the 20-dimensional MFCCs, the 12-dimensional chroma features, and the auditory cortical representations of reduced dimensions.
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The performance of each model in the training and testing datasets is represented by RMSE statistic error.
The chemical structures and datasets are represented as described in [33], enhanced with JSON representation to facilitate the user interface implementation (http://ambit.sourceforge.net/api.html).html
Finally, many datasets are represented that inform the assets or the behaviours, and that can be interchanged or used in combination depending on the need of the model or the availability of the information.
In this article, the complex left ventricle (LV) shape and motion of 50 RT3datasetsets are represented by novel 4-D descriptors — 4-D sphericity, volume and shape, from which novel indices were derived by principal component analysis (PCA) and subsequently analyzed by a support vector machine (SVM) classifier to assess their capability of LVMD characterization and CRT outcome prediction.
Examples in training datasets were represented by orthogonal binary coding scheme.
A prerequisite for platform comparison is that all datasets are represented by a common set of probes.
All datasets are represented as mean ± S.E.
In the present study, GO annotated datasets were represented at level 2. This level was chosen because it greatly facilitates comparisons among sequence sets by highlighting the most significant differences (see also Additional file 5).
In the present research, GO annotated datasets were represented at level 2. This level was chosen because it greatly facilitates comparisons among sequence sets by pointing out the most significant differences.
In our study, GO annotated datasets were represented at level 2. The whole genome GO categories for the differentially expressed genes were identified with Blast2GO software using GO enrichment analysis (Fisher's Exact Test).
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