update main.cpp

RapidAPI/RapidAPI/main.cpp

@@ -12,7 +12,9 @@ int main(int argc, const char * argv[]) {
   
   regression myNN;
   classification myKnn;
+  // gmm classification uses the first element of trainingExample.output as a label
   gmmClassification myGmm;
+  // gmm regression uses trainingExample.output as output examples
   gmmRegression myGmr;
   
   std::vector<trainingExample> trainingSet;
@@ -38,16 +40,14 @@ int main(int argc, const char * argv[]) {
   
   regression myNNfromFile;
   myNNfromFile.readJSON(filepath);
-  std::vector<double> inputVec = { 2.0, 44.2 };
-  //    std::cout << "before: " << myNN.process(inputVec)[0] << std::endl;
-  //    std::cout << "from string: " << myNNfromString.process(inputVec)[0] << std::endl;
-  //    std::cout << "from file: " << myNNfromFile.process(inputVec)[0] << std::endl;
   
-//    std::vector<double> out =  myGmm.process(inputVec);
-//    std::cout << "GMM : " << out[0] << std::endl;
-//    std::cout << out.size() << std::endl;
+  std::vector<double> inputVec = { 2.0, 44.2 };
+  std::cout << "before: " << myNN.process(inputVec)[0] << std::endl;
+  std::cout << "from string: " << myNNfromString.process(inputVec)[0] << std::endl;
+  std::cout << "from file: " << myNNfromFile.process(inputVec)[0] << std::endl;
   std::cout << "GMM : " << myGmm.process(inputVec)[0] << std::endl;
   std::cout << "GMR : " << myGmr.process(inputVec)[0] << std::endl;
+  
   inputVec = { 0.2, 0.7 };
   std::cout << "GMM : " << myGmm.process(inputVec)[0] << std::endl;
   std::cout << "GMR : " << myGmr.process(inputVec)[0] << std::endl;