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The model purpose, defined at the beginning of the procedure, influences the model selection, the data collection and the model calibration.
Through IG algorithm for feature selection, the data must be discretized first before the experiment.
In stability selection, the data sample of size n is randomly sub-sampled to size n/2.
Although plastid genes in Cuscuta are still evolving under strong negative selection, the data show that they are somewhat relaxed compared to their fully autotrophic relatives.
The seven datasets have frequently been used to validate the performance of cancer classification and gene selection (the data repositories are provided in Additional file 1: Table S1) > The Brain experiment was designed to investigate whether high-throughput gene expression profiling could classify high grade gliomas better than histological classification.
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After these selections, the data set includes 2162 valid cases.
" Data and sample selection" presents the data and the sample selection methods, followed by " Methods" with the econometric methods used for the estimation of different models.
For the application of image compression, the selection of the data has to be optimised.
Their test beds are small, and the selection of the data sets is not supported by any previous data analysis.
Therefore, the system engineers and architects must give enough consideration to the selection of the data representation model.
The selection of the data centres was carried out on the basis of a non-pro-ballistic approach.
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