Update automog.py - sqrt(mse) as component update criterion

automog/code/modeling/automog.py

@@ -320,7 +320,7 @@ class AutoMoG(object):
                 for state in comp.operating_points:
                     curves = self.curves[comp.name][state]
                     sect   = self.sections[comp.name][state]
-                    total_model_error += curves[sect]['mse']*comp.weighting_factors[comp.inputs[0]]
+                    total_model_error += np.sqrt(curves[sect]['mse'])*comp.weighting_factors[comp.inputs[0]]
             
             return total_model_error
             
@@ -399,7 +399,7 @@ class AutoMoG(object):
             
         elif self.options['mode'] == 'WEIGHTED ERROR':
             weight_error_model = sum(sum(comp.weighting_factors[comp.inputs[0]]*\
-                                         np.sqrt(self.curves[comp.name][state][self.sections[comp.name][state]]['model_error'])
+                                         np.sqrt(self.curves[comp.name][state][self.sections[comp.name][state]]['mse'])
                                          for state in comp.operating_points)
                                      for comp in self.components.values())
             
@@ -658,4 +658,4 @@ class MOG_Component(object):
             if not attr == 'sections':
                 setattr(self, attr, kwargs[attr])
             else:
-                self.sections = kwargs[attr]
+                self.sections = kwargs[attr]
\ No newline at end of file