Sentence examples for reduced size of data from inspiring English sources

Therefore, combing the causal and statistical analysis represents an effective approach to achieve high-quality data mining based on a reduced size of data.

Algorithm reduces size of data sets while preserving their mathematical properties.

First, the variables are selected from the complete set of independent variables in order to reduce size of the analytical data set to be dealt with, without compromising the precision of the model and for targeting out the variables, which are likely to be the most influential on the dependent variable.

Don't need many of them - reduce size of government.

One way to make big-data analysis computationally practical is to reduce the size of data tables — or matrices, to use the mathematical term — by leaving out a bunch of rows.

In addition, the clustering technique has been employed in our technique to reduce the size of data and dimensionality of the item space as the performance of association rules mining.

Although the bloom filter may introduce false positive, it greatly reduces the size of data to transfer for verification.

Rounding reduces the size of data for storage and has no significant influence on LBVS results [28].

Sampling and compression are two representative data reduction methods for big data analytics because reducing the size of data makes the data analytics computationally less expensive, thus faster, especially for the data coming to the system rapidly.

Since the eigenfeatures come from principal component analysis and selecting lesser eigenvectors reduces the size of data, there is no need to use any feature selection process on this part of the data.

Related to this concern, reducing the size of data by focusing to particular genes were also attempted [ 15, 16].