Multivariate Outliers
Outlier by Cluster, Outlier by Distance, Outlier by LOF, Outlier by PCA
Common
Input Data
Parameters | Inputs |
*Target Data | Data Input |
*Outlier object | Name of the user-defined outlier object (fill it out at your discretion) |
*Output name | Name of the output data |
Merge Data | Output data will be concatenated to Merge Data. (optional) |
*x | User-selected column to be X.
|
Workflow Example
R Package
Outlier by Cluster: https://www.rdocumentation.org/packages/stats/versions/3.6.2/topics/kmeans
Outlier by Distance: https://www.rdocumentation.org/packages/rrcov/versions/1.5-5/topics/getCenter-methods
Outlier by LOF: https://www.rdocumentation.org/packages/DMwR/versions/0.4.1/topics/lofactor
Outlier by PCA:https://www.rdocumentation.org/packages/rrcov/versions/1.5-5/topics/PcaGrid
Last updated
