Konu "feature selection" için WoS İndeksli Yayınlar Koleksiyonu listeleme
Toplam kayıt 4, listelenen: 1-4
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Class-index corpus-index measure: A novel feature selection method for imbalanced text data
(Wiley, 2022)In the field of text classification, some of the datasets are unbalanced datasets. In these datasets, feature selection stage is important to increase performance. There are many studies in this area. However, existing ... -
A Novel Binary Emperor Penguin Optimizer for Feature Selection Tasks
(Tech Science Press, 2022)Nowadays, due to the increase in information resources, the number of parameters and complexity of feature vectors increases. Optimization methods offer more practical solutions instead of exact solutions for the solution ... -
A novel feature ranking algorithm for text classification: Brilliant probabilistic feature selector (BPFS)
(Wiley, 2023)Text classification (TC) is a very crucial task in this century of high-volume text datasets. Feature selection (FS) is one of the most important stages in TC studies. In the literature, numerous feature selection methods ... -
A novel filter feature selection method for text classification: Extensive Feature Selector
(Sage Publications Ltd, 2023)As the huge dimensionality of textual data restrains the classification accuracy, it is essential to apply feature selection (FS) methods as dimension reduction step in text classification (TC) domain. Most of the FS methods ...