Sentence examples for a data split from inspiring English sources

When MapReduce tasks are received by the NameNode, if there are M map tasks launched on an application then, there is a set (S ={s_{1}, s_{2}, ldots, s_{M}}) such that (s_{i}) represents a data split consisting multiple blocks and multiple records, and will be processed by the (i th map task.

Rather than creating hypotheses through deduction or by performing a feasibility study, our hypothesis generation was assisted by a data splitting approach.

Further work has focused on alternative methods for selecting weights, including a data splitting technique proposed by Roeder and Wasserman [ 9].

The land-use model performed well classifying correctly 85.9% of cases validated using a data-splitting strategy.

Since there are 12 channels, we use a 2D data split, where the x-direction corresponds to individual samples within a channel, and the y-direction corresponds to specific channels.

The same testing samples are used to evaluate the performance of the single models and of the meta-models, but in the meta-models an additional data split is applied to perform the meta-training.

As a final evaluation, a special training/test data split was used for SD8G.

In this study, we incorporate the use of a three-way data split in combination with an enumeration method based on SVM.

The prediction performance of the testing set in a three-way data split can actually reflect the outcome in a real application.

For the use of the support vector machine as an appropriate tool for prediction of the breast cancer, a three-way data split is applied for training, validation, and testing.

A commonly used method to improve generalization in data-mining is a three-way data split with cross validation [ 11] as in the present study.