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COMPARA
covid_analysis
Commits
1977e62f
Commit
1977e62f
authored
May 22, 2024
by
Joaquin Torres
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Deleted column in results df
parent
203b75e8
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+1
-1
model_selection/hyperparam_tuning.py
model_selection/hyperparam_tuning.py
+1
-1
model_selection/output_hyperparam/hyperparamers.xlsx
model_selection/output_hyperparam/hyperparamers.xlsx
+0
-0
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model_selection/hyperparam_tuning.py
View file @
1977e62f
...
@@ -143,7 +143,7 @@ if __name__ == "__main__":
...
@@ -143,7 +143,7 @@ if __name__ == "__main__":
# Use group of models with class weight if needed
# Use group of models with class weight if needed
models
=
models_CS
if
j
==
1
else
models_simple
models
=
models_CS
if
j
==
1
else
models_simple
# Save optimal hyperparameters for each of the models -> metrics will be computed in a different file
# Save optimal hyperparameters for each of the models -> metrics will be computed in a different file
hyperparam_df
=
pd
.
DataFrame
(
index
=
list
(
models
.
keys
()),
columns
=
[
'
Model Name'
,
'
Best Parameters'
])
hyperparam_df
=
pd
.
DataFrame
(
index
=
list
(
models
.
keys
()),
columns
=
[
'Best Parameters'
])
for
model_name
,
model
in
models
.
items
():
for
model_name
,
model
in
models
.
items
():
print
(
f
"{group}-{method_names[j]}-{model_name}"
)
print
(
f
"{group}-{method_names[j]}-{model_name}"
)
# Find optimal hyperparams for curr model
# Find optimal hyperparams for curr model
...
...
model_selection/output_hyperparam/hyperparamers.xlsx
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1977e62f
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