PrologMethods/Geometry/approx_kfn.md

@@ -34,12 +34,13 @@ Initiates the DrusillaSearch Model but doesn’t train it.
 **trainDrusilla** has to be used before **searchDrusilla** can be used.
 
 ```prolog
-%% part of the definition
+%% predicate definition 
 initDrusillaModelNoTrain(L, M) :-
         L > 0,
         M > 0,
         initDrusillaModelNoTrainI(L, M).
 
+%% foreign c++ predicate definition 
 foreign(initDrusillaModelNoTrain, c, initDrusillaModelNoTrainI(+integer, +integer)).
 ```
 
@@ -59,13 +60,14 @@ Initiates the DrusillaSearch Model and trains it with the given reference Set.
 Afterwards **searchDrusilla** can be used.
 
 ```prolog
-%% part of the definition
+%% predicate definition 
 initDrusillaModelWithTrain(DataList, DataRows, L, M) :-
         L > 0,
         M > 0,
         convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
         initDrusillaModelWithTrainI(X, Xsize, Xrownum, L, M).
         
+%% foreign c++ predicate definition 
 foreign(initDrusillaModelWithTrain, c, initDrusillaModelWithTrainI(     +pointer(float_array), +integer, +integer, 
                                                                         +integer, +integer)).
 ```
@@ -85,7 +87,7 @@ foreign(initDrusillaModelWithTrain, c, initDrusillaModelWithTrainI(     +pointer
 Run Search on the given Queryset with the Drusilla Search Policy.
 
 ```prolog
-%% part of the predicate definition
+%% predicate definition 
 searchDrusilla(DataList, DataRows, K, NeighborsList, YCols, DistancesList, ZCols) :-
         K > 0,
         convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
@@ -93,6 +95,7 @@ searchDrusilla(DataList, DataRows, K, NeighborsList, YCols, DistancesList, ZCols
         convert_float_array_to_2d_list(Y, YCols, YRows, NeighborsList),
         convert_float_array_to_2d_list(Z, ZCols, ZRows, DistancesList).
 
+%% foreign c++ predicate definition 
 foreign(searchDrusilla, c, searchDrusillaI( +pointer(float_array), +integer, +integer, 
                                             +integer, 
                                             -pointer(float_array), -integer, -integer, 
@@ -115,13 +118,14 @@ foreign(searchDrusilla, c, searchDrusillaI( +pointer(float_array), +integer, +in
 Trains the DrusillaSearch Model with the given reference Set.
 
 ```prolog
-%% part of the predicate definition
+%% predicate definition 
 trainDrusilla(DataList, DataRows, L, M) :-
         L > 0,
         M > 0,
         convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
         trainDrusillaI(X, Xsize, Xrownum, L, M).
 
+%% foreign c++ predicate definition 
 foreign(trainDrusilla, c, trainDrusillaI( +pointer(float_array), +integer, +integer, 
                                           +integer, +integer)).
 ```
@@ -143,12 +147,13 @@ Initiates the QDAFNSearch Model but doesn’t train it.
 **trainQDAFN** has to be used before **searchQDAFN** can be used.
 
 ```prolog
-%% part of the definition
+%% predicate definition 
 initQDAFNModelNoTrain(L, M) :-
         L > 0,
         M > 0,
         initQDAFNModelNoTrainI(L, M).
 
+%% foreign c++ predicate definition 
 foreign(initQDAFNModelNoTrain, c, initQDAFNModelNoTrainI(+integer, +integer)).
 ```
 
@@ -168,13 +173,14 @@ Initiates the QDAFNSearch Model and trains it with the given reference Set.
 Afterwards **searchQDAFN** can be used.
 
 ```prolog
-%% part of the definition
+%% predicate definition 
 initQDAFNModelWithTrain(DataList, DataRows, L, M) :-
         L > 0,
         M > 0,
         convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
         initQDAFNModelWithTrainI(X, Xsize, Xrownum, L, M).
 
+%% foreign c++ predicate definition 
 foreign(initQDAFNModelWithTrain, c, initQDAFNModelWithTrainI( +pointer(float_array), +integer, +integer, 
                                                               +integer, +integer)).
 ```
@@ -194,7 +200,7 @@ foreign(initQDAFNModelWithTrain, c, initQDAFNModelWithTrainI( +pointer(float_arr
 Run Search on the given Queryset with the QDAFN Search Policy.
 
 ```prolog
-%% part of the predicate definition
+%% predicate definition 
 searchQDAFN(DataList, DataRows, K, NeighborsList, YCols, DistancesList, ZCols) :-
         K > 0,
         convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
@@ -202,6 +208,7 @@ searchQDAFN(DataList, DataRows, K, NeighborsList, YCols, DistancesList, ZCols) :
         convert_float_array_to_2d_list(Y, YCols, YRows, NeighborsList),
         convert_float_array_to_2d_list(Z, ZCols, ZRows, DistancesList).
 
+%% foreign c++ predicate definition 
 foreign(searchQDAFN, c, searchQDAFNI( +pointer(float_array), +integer, +integer, 
                                       +integer, 
                                       -pointer(float_array), -integer, -integer, 
@@ -224,13 +231,14 @@ foreign(searchQDAFN, c, searchQDAFNI( +pointer(float_array), +integer, +integer,
 Trains the QDAFNSearch Model with the given reference Set.
 
 ```prolog
-%% part of the predicate definition
+%% predicate definition 
 trainQDAFN(DataList, DataRows, L, M) :-
         L > 0,
         M > 0,
         convert_list_to_float_array(DataList, DataRows, array(Xsize, Xrownum, X)),
         trainQDAFNI(X, Xsize, Xrownum, L, M).
 
+%% foreign c++ predicate definition 
 foreign(trainQDAFN, c, trainQDAFNI( +pointer(float_array), +integer, +integer, 
                                     +integer, +integer)).
 ```