Sentence examples for and splitting the data from inspiring English sources

To validate the results of the variously presented algorithms, the cross-validation was conducted prior to the permeability modeling by sampling and splitting the data into training and testing subsets.

A decision tree is usually grown by starting from the whole population, looking at the most discriminative variable to predict a desired outcome (which becomes a node), and splitting the data based on a cut-off value of this variable (inducing an edge).

A secondary analysis concentrated on the minimum lag period where increased risk was observed (18 days) and split the data into the subgroups; gender (male/female), and age (<80/≥80).

We provide a separate tool called 'Halvade Uploader' which interleaves the paired-end reads, storing paired reads next to each other, and splits the data in chunks of ∼60 MB of compressed data.

We have added color, increased the size of the panels and split the data from T=0 and T=3 hours after Listeria infection into separate panels to help with visualization.

The tool finds all SSRs in the chickpea genome that match an input string and split the data for ease of interpretation resulting in a table with frequency of occurrence at individual iterations of the SSR.

For the Wang expression data sets, we converted an original 22,284 probe ID's to 13,058 gene symbols using the Ailun package [ 26] and split the data set into two groups: one included 93 samples of cancers which metastasized within 5 years and the second included 183 samples of cancers which were not observed to metastasize within that time period.

Further cross-validation was performed by the jackknife method (which does a series of predictions, randomly removing 1 case from the total each time), and by splitting the data set into 2 random halves (one a 'training' set and the other a 'testing' set).

12 13 Fivefold CV is used to assess how well a classification model will generalise to an independent data set, and involves splitting the data set into five equal mutually exclusive subsets.

However, manual curation of the contigs of interest and splitting of the data in contigs with clear assembly conflicts can be done and could be worthwhile, as especially the additive effects of amino acid changes in collapsed contigs could cause problematic changes in the enzyme structure.

19 Its calibration was tested by dividing participants, within each sex, into tenths of predicted risk and using the Hosmer-Lemeshow, calibration and reclassification were carried out after splitting the data randomly into 50% development and 50% validation samples.