OPTICS
Package
weka.clusterers
Synopsis
Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel, Joerg Sander: OPTICS: Ordering Points To Identify the Clustering Structure. In: ACM SIGMOD International Conference on Management of Data, 49-60, 1999.
Options
The table below describes the options available for OPTICS.
Option |
Description |
|---|---|
databaseOutput |
The optional output file for the generated database object - can be viewed with the OPTICS Visualizer. |
database_Type |
used database |
database_distanceType |
used distance-type |
epsilon |
radius of the epsilon-range-queries |
minPoints |
minimun number of DataObjects required in an epsilon-range-query |
showGUI |
Defines whether the OPTICS Visualizer is displayed after the clusterer has been built or not. |
writeOPTICSresults |
if the -F option is set, the results are written to OPTICS_#TimeStamp#.TXT |
Capabilities
The table below describes the capabilites of OPTICS.
Capability |
Supported |
|---|---|
Class |
No class |
Attributes |
Date attributes, Empty nominal attributes, Binary attributes, Nominal attributes, Missing values, Numeric attributes, Unary attributes |
Min # of instances |
1 |