Description References Examples
We intend to provide host of methods for identifying outliers. This will cut across statistical and machine learning methods.
M.M. Breunig, H.P. Kriegel, R.T. Ng, and J. Sander. Lof: Identifying density-based local outliers. In Proc. SIGMOD Conf., pages 93-104, 2000.
1 2 |
x1 x2 x3 x4
Min. :1325 Min. :1170 Min. :1002 Min. :1176
1st Qu.:1715 1st Qu.:1596 1st Qu.:1296 1st Qu.:1520
Median :1863 Median :1680 Median :1466 Median :1674
Mean :1906 Mean :1750 Mean :1509 Mean :1725
3rd Qu.:2057 3rd Qu.:1889 3rd Qu.:1624 3rd Qu.:1881
Max. :2983 Max. :2794 Max. :2412 Max. :2581
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