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Update dbscan
authored
Nov 20, 2022
by
Dean Samuel Schmitz
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PrologMethods/Clustering/dbscan.md
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An implementation of DBSCAN clustering. Given a dataset, this can compute and return a clustering of that dataset.
```
prolog
:-
use_module
(
'path/to/.../src/methods/dbscan/dbscan.pl'
).
%% usage example
TrainData
=
[
5.1
,
3.5
,
1.4
,
4.9
,
3.0
,
1.4
,
4.7
,
3.2
,
1.3
,
4.6
,
3.1
,
1.5
],
dbscan
(
1.0
,
1
,
0
,
ordered
,
kd
,
TrainData
,
3
,
AssignList
,
CentroidsList
,
_
).
```
# Available Predicates
*
[
dbscan/10
](
https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/dbscan#dbscan10
)
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