From 91b1e09cfdb2dc10153863f3e87752cd980d0958 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Andreas=20K=C3=A4mper?= <andreas.kaemper@ltt.rwth-aachen.de>
Date: Tue, 8 Mar 2022 17:20:56 +0100
Subject: [PATCH] Update automog.py - sqrt(mse) as component update criterion
---
automog/code/modeling/automog.py | 6 +++---
1 file changed, 3 insertions(+), 3 deletions(-)
diff --git a/automog/code/modeling/automog.py b/automog/code/modeling/automog.py
index e3d8083..15596f1 100644
--- a/automog/code/modeling/automog.py
+++ b/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]
\ No newline at end of file
+ self.sections = kwargs[attr]
--
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