fix struct

src/tmp/ImplementingUsefulAlgorithms/MachineLearning/Classification.h

@@ -0,0 +1,35 @@
+#ifndef IGMDK_MACHINELEARNING_H
+#define IGMDK_MACHINELEARNING_H
+#include "ClassificationCommon.h"
+#include "RandomForest.h"
+#include "KernelSVM.h"
+namespace igmdk{
+
+template<typename SUBSET_LEARNER = RandomForest> struct SmartFSLearner
+{
+    typedef FeatureSubsetLearner<SUBSET_LEARNER> MODEL;
+    MODEL model;
+public:
+    template<typename DATA> SmartFSLearner(DATA const& data, int limit = 20):
+        model(data, selectFeaturesSmart(SCVRiskFunctor<MODEL, Bitset<>,DATA>(
+        data), getD(data), limit)) {}
+    int predict(NUMERIC_X const& x)const{return model.predict(x);}
+};
+
+class SimpleBestCombiner
+{
+    BestCombiner<int> c;
+public:
+    template<typename DATA> SimpleBestCombiner(DATA const& data)
+    {
+        c.addNoParamsClassifier<RandomForest>(data, SCVRiskFunctor<
+            NoParamsLearner<RandomForest, int>, EMPTY, DATA>(data));
+        c.addNoParamsClassifier<SSVM>(data, SCVRiskFunctor<
+            NoParamsLearner<SSVM, int>, EMPTY, DATA>(data));
+    }
+    int predict(NUMERIC_X const& x)const{return c.predict(x);}
+};
+
+}//end namespace
+#endif
+