Feature Selection and Enhanced Krill Herd Algorithm for Text Document Clustering by Laith Mohammad Qasim Abualigah

Author:Laith Mohammad Qasim Abualigah
Language: eng
Format: epub, pdf
ISBN: 9783030106744
Publisher: Springer International Publishing

(4.5)

Each row represents an example of a single solution representation for FS technique. In cases where the value is equal 1, feature number 2 in solution number 1 is selected as informative feature. However, if the value is equal 0, then feature number 3 in solution number 4 is not selected. Note, the algorithm of the feature selection can manipulate just in these two values. Otherwise, the value is equal −1, which indicates that the feature does not appear in the document. Thus, the algorithm of the feature selection can not manipulated in this position (e.g. −1).

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