Sentence examples for both feature selection and from inspiring English sources

J48 decision tree (DT) is used for both feature selection and classification.

We discuss our transformation model and validate both feature selection and model, based on a selection of the Emo-DB corpus.

Here we present what happens when one judiciously combines both feature selection and penalising out absence of features.

Additionally, both feature selection and extraction are applied on the combined feature set (SFS + S-PCA, FMS + S-PCA).

In [16], a combination of both feature selection and generation was proposed based on a modified GA.

In both, feature selection and parameters selection, we choose an optimal set in order to maximize the precision of the algorithm.

Vemuri et al. [37] also used SVM as both feature selection criteria and a classifier, and achieved a sensitivity of 86 % and a specificity of 92 % in AD diagnosis on MRI data.

Both feature selection techniques and the proposed method can simultaneously be applied to increase the classification accuracy.

Additional file 10: Including mathematical detail of both feature selection (MEMBAS) and classification (LAMDA) algorithms.

Further comparison of the results of both feature selection methods SANN/LDA and GA/MLHD revealed identical selected genes (17/17) including all candidates (11/11) as well as the validated candidate genes (6/6) (Table 1).

Empirical results indicate that the proposed method is efficient for both input feature selection and improved classification rate.