Feature selection using Binary Crow Search Algorithm with time varying flight length

•Feature selection approach based on Binary Crow Search Algorithm is proposed.•Time varying flight length is used to enhance balance between exploration & exploitation.•8 variants of the proposed method based on different transfer functions are tested.•Performance of proposed method is evaluated...

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