Sentence examples for both attribute selection and from inspiring English sources

However, from the analysis of all these methods, it is observed that the combination of mutual information and information gain ratio values provide a better method for feature selection since it can be used to perform both attribute selection and tuple reduction.

This provides GP a great deal more flexibility than GA for both attribute selection and modeling.

In the present work, a combination of attribute selection and data sampling is used to overcome these problems.

In this work, a new feature selection algorithm has been proposed by using an attribute selection and tuple selection.

Control panels on the right are for video navigation, attribute selection and manual annotation.

The authors utilized Principal Component Analysis for attribute selection and k-nearest neighbor (KNN) and Naïve Bayes for classification of patient health status.

There are many data mining tools such as classification, clustering, association rule mining, attribute selection and visual interactive page (Kaya et al. 2014).

The relationships between attribute selection and system performance will be object to further investigation.

CWY took part in the study design, advised on the attribute selection and model development, analyzed and interpret the results, and proposed critical revisions to the draft manuscript.

PYL carried out the acquisition of data, performed attribute selection and model development, analyzed and interpret the results, and drafted the manuscript.

(2) Data preprocessing is performed to improve representation and quality, including attribute selection and data transformation, as well as data partitioning according to GO annotations.