Description Usage Arguments Value Examples
This function returns the anomaly scores, the projections and histograms built from using bootstrap and out-of-bag version of loda
1 |
a |
Input dataframe or data matrix |
sparsity |
The proportion of the dimensions assigned to be 0 when build each random projection. Default is NA, in which case if the data dimension d > 1, 1 - d^{-1/2} proportion of dimensions will be set to 0, and if d = 1, no dimension will be set to 0. |
maxk |
The number of projections/histograms we want to build. |
inf_replace |
The quantity to use to replace the possible negative infinity got from calculating log density based on the histograms built. Default is log(1e-09). |
A list consisting of the anomaly scores, the projections and histograms built.
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