updated tests

Author: mathias-von-ottenbreit

cpp/test ALRRegressor gamma.cpp

@@ -53,10 +53,10 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),23.8802,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),23.6651,0.00001));
 
     std::cout<<model.get_validation_group_mse()<<"\n\n";
-    tests.push_back(is_approximately_equal(model.get_validation_group_mse(),0.201285,0.00001));
+    tests.push_back(is_approximately_equal(model.get_validation_group_mse(),0.125767,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";
 

cpp/test ALRRegressor inversegaussian.cpp

@@ -54,10 +54,10 @@ int main()
     save_data("data/output.csv",predictions);
 
     std::cout<<predictions.mean()<<"\n\n";
-    tests.push_back(is_approximately_equal(predictions.mean(),24.0457,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),23.4285,0.00001));
 
     std::cout<<model.get_validation_group_mse()<<"\n\n";
-    tests.push_back(is_approximately_equal(model.get_validation_group_mse(),0.406805,0.00001));
+    tests.push_back(is_approximately_equal(model.get_validation_group_mse(),0.285931,0.00001));
 
     //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(),0.103852,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),0.10406,0.00001));
 
     //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(),1.90828,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),1.89599,0.00001));
 
     //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(),1.90386,0.00001));
+    tests.push_back(is_approximately_equal(predictions.mean(),1.89408,0.00001));
 
     //std::cout<<model.validation_error_steps<<"\n\n";