Titlebook: Machine Learning Approaches in Cyber Security Analytics; Tony Thomas,Athira P. Vijayaraghavan,Sabu Emmanuel Book 2020 Springer Nature Sing

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Dimensionality Reduction and Face Recognition,Dimensionality reduction is used to reduce the number of features under consideration, where each feature is a dimension that partly represents the data objects. Dimensionality reduction methods make sure that all the relevant information remains intact while mapping data from a higher dimension to lower dimension.

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