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Evaluation künstlicher neuronaler Netze für eine OOS-Erkennung
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Dennis Willers
Evaluation künstlicher neuronaler Netze für eine OOS-Erkennung
Commits
e880a33e
Commit
e880a33e
authored
Jan 27, 2023
by
Dennis Willers
🏀
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Exception Optimierungsverfahren eingebaut
parent
adf7dca2
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-1
main.py
main.py
+2
-0
config.yaml
ressources/config/config.yaml
+16
-1
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main.py
View file @
e880a33e
...
...
@@ -21,6 +21,8 @@ def run_cross_validation():
# Initialisieren der KNN-Modellbau Eigenschaften
for
optimization_method
in
Optimierungsverfahren
:
if
optimization_method
.
name
in
config
[
'knn'
][
'exception_optimization_method'
]:
continue
for
activation_function_2
in
Aktivierungsfunktion
:
if
activation_function_2
.
name
in
config
[
'knn'
][
'exception_activation_funktion_1'
]:
continue
...
...
ressources/config/config.yaml
View file @
e880a33e
...
...
@@ -5,14 +5,29 @@ bilder:
knn_path
:
"
assets/Bilder/AktuelleTrainingsUndTestdaten/"
knn
:
epochs
:
10
exception_optimization_method
:
[
'
SGD'
]
exception_activation_funktion_1
:
[
'
ReLU'
]
ignoreKnnCombinations
:
[
[
'
SGD'
,
'
ReLU'
,
'
sigmoid'
],
[
'
SGD'
,
'
sigmoid'
,
'
sigmoid'
],
# Adam Complete List
[
'
Adam'
,
'
ReLU'
,
'
sigmoid'
],
[
'
Adam'
,
'
sigmoid'
,
'
sigmoid'
]
[
'
Adam'
,
'
sigmoid'
,
'
sigmoid'
],
# master_1
[
'
Adam'
,
'
tanh'
,
'
sigmoid'
],
[
'
Adam'
,
'
softmax'
,
'
sigmoid'
],
[
'
Adam'
,
'
sigmoid'
,
'
tanh'
],
[
'
Adam'
,
'
softmax'
,
'
tanh'
],
[
'
Adam'
,
'
ReLU'
,
'
tanh'
],
# master_2
[
'
Adam'
,
'
tanh'
,
'
tanh'
],
[
'
Adam'
,
'
sigmoid'
,
'
softmax'
],
[
'
Adam'
,
'
tanh'
,
'
softmax'
],
[
'
Adam'
,
'
ReLU'
,
'
softmax'
],
[
'
Adam'
,
'
softmax'
,
'
softmax'
]
]
result
:
plot_path
:
"
ressources/results/plot/"
...
...
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