PrologMethods/Classification/adaboost.md

@@ -27,6 +27,7 @@ Needs to be called first before all other predicates exept initModelNoTraining!
 Initiates the Adaboostmodel and trains it, so classify can be used immediately.
 
 ```prolog
+%% predicate definition 
 adaboost_initModelWithTraining(MatList, MatRows, VecList, NumClasses, Learner, Iterations, Tolerance) :-
         NumClasses >= 0,
         Iterations >= 0,
@@ -35,6 +36,7 @@ adaboost_initModelWithTraining(MatList, MatRows, VecList, NumClasses, Learner, I
         convert_list_to_float_array(VecList, array(Ysize, Y)),
         initModelWithTrainingI(X, Xsize, Xrownum, Y, Ysize, NumClasses, Learner, Iterations, Tolerance).
 
+%% foreign c++ predicate definition 
 foreign(initModelWithTraining, c, initModelWithTrainingI(       +pointer(float_array), +integer, +integer, 
                                                                 +pointer(float_array), +integer, 
                                                                 +integer, 
@@ -69,6 +71,7 @@ adaboost_initModelNoTraining(Tolerance, Learner) :-
         Tolerance > 0,
         initModelNoTrainingI(Tolerance, Learner).
 
+%% foreign c++ predicate definition 
 foreign(initModelNoTraining, c, initModelNoTrainingI(+float32, +string)).
 ```
 
@@ -98,6 +101,7 @@ adaboost_classify(TestList, TestRows, PredicList, ProbsList, ZRows) :-
         convert_float_array_to_list(Y, Ysize, PredicList),
         convert_float_array_to_2d_list(Z, ZCols, ZRows, ProbsList).
 
+%% foreign c++ predicate definition 
 foreign(classify, c, classifyI( +pointer(float_array), +integer, +integer, 
                                 -pointer(float_array), -integer, 
                                 -pointer(float_array), -integer, -integer)).
@@ -125,6 +129,7 @@ foreign(classify, c, classifyI( +pointer(float_array), +integer, +integer,
 adaboost_numClasses(ClassesNum) :-
         numClassesI(ClassesNum).
 
+%% foreign c++ predicate definition 
 foreign(numClasses, c, numClassesI([-integer])).
 ```
 
@@ -151,6 +156,7 @@ foreign(numClasses, c, numClassesI([-integer])).
 adaboost_getTolerance(Tolerance) :-
         getToleranceI(Tolerance).
 
+%% foreign c++ predicate definition 
 foreign(getTolerance, c, getToleranceI([-float32])).
 ```
 
@@ -177,6 +183,7 @@ adaboost_modifyTolerance(NewTolerance) :-
         NewTolerance > 0,
         modifyToleranceI(NewTolerance).
 
+%% foreign c++ predicate definition 
 foreign(modifyTolerance, c, modifyToleranceI(+float32)).
 ```
 
@@ -208,6 +215,7 @@ adaboost_train(MatList, MatRows, VecList, NumClasses, Learner, Iterations, Toler
         convert_list_to_float_array(VecList, array(Ysize, Y)),
         trainI(X, Xsize, Xrownum, Y, Ysize, NumClasses, Learner, Iterations, Tolerance, Error).
 
+%% foreign c++ predicate definition 
 foreign(train, c, trainI(   +pointer(float_array), +integer, +integer, 
                             +pointer(float_array), +integer, 
                             +integer,