PrologMethods/Clustering/dbscan.md

@@ -4,23 +4,32 @@ An implementation of DBSCAN clustering. Given a dataset, this can compute and re
 
 # Available Predicates
 
-* [dbscan/13](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/dbscan#dbscan13)
+* [dbscan/10](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/dbscan#dbscan10)
 
 ---
 
 [links/resources](https://gitlab.cs.uni-duesseldorf.de/stups/abschlussarbeiten/prolog-mlpack-libary/-/wikis/PrologMethods/Clustering/dbscan#connected-linksresources)
 
-## **_dbscan/13_**
+## **_dbscan/10_**
 
 This is a one predicate model where you configure the model with the input parameters and get returned the results in the same predicate.
 
 ```prolog
-%% part of the predicate definition
-dbscan(  +float32, +integer, +integer, 
+%% predicate definition 
+dbscan(Epsilon, MinPoints, BatchMode, SelectionType, TreeType, DataList, DataRows, AssignList, CentroidsList, ZCols) :-
+        Epsilon > 0,
+        MinPoints > 0,
+        convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
+        dbscanI(Epsilon, MinPoints, BatchMode, SelectionType, TreeType, X, Xsize, Xrownum, Y, Ysize, Z, ZCols, ZRows),
+        convert_float_array_to_list(Y, Ysize, AssignList),
+        convert_float_array_to_2d_list(Z, ZCols, ZRows, CentroidsList).
+
+%% foreign c++ predicate definition 
+foreign(dbscan, c, dbscanI( +float32, +integer, +integer, 
                             +string, +string, 
                             +pointer(float_array), +integer, +integer,
                             -pointer(float_array), -integer, 
-         -pointer(float_array), -integer, -integer)
+                            -pointer(float_array), -integer, -integer)).
 ```
 
 ### Parameters
@@ -41,8 +50,8 @@ dbscan(  +float32, +integer, +integer,
 
 If you want a more detailed explanation, then go to the python documentation. There is most of the time a good explanation on how the methods work and what the parameters do.
 
-* [**MLpack::dbscan_C++\_documentation**](https://www.mlpack.org/doc/stable/doxygen/classmlpack_1_1dbscan_1_1DBSCAN.html)
-* [**MLpack::dbscan_Python_documentation**](https://www.mlpack.org/doc/stable/python_documentation.html#dbscan)
+* [**MLpack::dbscan_C++\_documentation**](https://www.mlpack.org/doc/mlpack-3.4.2/doxygen/classmlpack_1_1dbscan_1_1DBSCAN.html)
+* [**MLpack::dbscan_Python_documentation**](https://www.mlpack.org/doc/mlpack-3.4.2/python_documentation.html#dbscan)
 
 added some of the links from the python documentation