Alternative Relative Discrimination Criterion Feature Ranking Technique for Text Classification

Alternative Relative Discrimination Criterion Feature Ranking Technique for Text Classification

The use of text data with high dimensionality affects classifier performance. Therefore, efficient feature selection (FS) is necessary to reduce dimensionality. In text classification challenges, FS algorithms based on a ranking approach are employed to improve the classification performance. To ran...

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Détails bibliographiques
Auteurs principaux: Sarah Abdulkarem Alshalif, Norhalina Senan, Faisal Saeed, Wad Ghaban, Noraini Ibrahim, Muhammad Aamir, Wareesa Sharif
Format: Article
Langue:English
Publié: IEEE 2023-01-01
Collection:IEEE Access
Sujets:
Dimensionality reduction
text classification
feature selection
feature ranking
relative discrimination criterion
accuracy 2 metric
Accès en ligne:https://ieeexplore.ieee.org/document/10179904/

Internet

https://ieeexplore.ieee.org/document/10179904/

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