How to estimate the density threshold separately for each dimension.
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I need to find the density threshold separately for each dimension.
In this step,objects in each of the D attributes are arranged in increasing order.A closely packed 5 elements region in it is identified and in case of tie,it is resolved randomly.The window size is set to 5 elements (subspace clusters having less than 5 objects are assumed to be non significant).The maximum seperation between two consecutive elements in the group is rounded to next decimal point and is recorded as density threshold.
How can I do that please help me. The dataset is attached here.