updated tests

Author: mathias-von-ottenbreit

cpp/main.cpp

@@ -46,10 +46,10 @@ int main()
     //Saving results
     save_data("output.csv",predictions);
     std::cout<<"min validation_error "<<model.validation_error_steps.minCoeff()<<"\n\n";
-    std::cout<<is_approximately_equal(model.validation_error_steps.minCoeff(),7.02559,0.00001)<<"\n";
+    std::cout<<is_approximately_equal(model.validation_error_steps.minCoeff(),5.82111,0.00001)<<"\n";
 
     std::cout<<"mean prediction "<<predictions.mean()<<"\n\n";
-    std::cout<<is_approximately_equal(predictions.mean(),23.9133,0.0001)<<"\n";
+    std::cout<<is_approximately_equal(predictions.mean(),23.5815,0.0001)<<"\n";
 
     std::cout<<"best_m: "<<model.m<<"\n";
 

cpp/test ALRRegressor gamma.cpp

@@ -52,7 +52,7 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),23.6065,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),23.6503,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";
 

cpp/test ALRRegressor inversegaussian.cpp

@@ -53,7 +53,7 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),23.4135,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),23.4185,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";
 

cpp/test ALRRegressor logit.cpp

@@ -52,7 +52,7 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),0.103821,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),0.0982856,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";
 

cpp/test ALRRegressor poisson.cpp

@@ -52,7 +52,7 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),1.89378,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),1.89175,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";
 

cpp/test ALRRegressor poissongamma.cpp

@@ -53,7 +53,7 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),1.88887,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),1.88766,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";
 

cpp/test ALRRegressor.cpp

@@ -51,7 +51,7 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),23.4569,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),23.6434,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";