Outlier detection in high-dimensional data
Outlier detection in high-dimensional data has some characteristics that make it different from other outlier detection problems.
The brute-force algorithm
The summarized pseudocodes of the brute-force algorithm are as follows:
The HilOut algorithm
The following are the summarized pseudocodes of the HilOut algorithm:
The R implementation
Look up the R file, hil_out.R, from the bundle of R codes for the HilOut algorithm. ...
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