classification - Indexing with KDB-tree for dimension reduction in Big data stream -


i'm trying find a way reduce dimensions of big data set accurate classification.

recently have came across new structure in computer science called "kdb-tree".

(here complete information of kdb-tree)

briefly, kdb-tree structure subdividing k-dimensional search space provide search efficiency of balanced kd-tree.

this topic important me, because of master thesis's proposal, , i'm not sure using structure kdb-tree (or that) indexing, can me doing big data stream dimension reduction

or

even may kdb-tree structure helpful in preprocessing of data stream classification?

i'm new in data science , i'm not sure idea implementable or not.


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