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Update adaBoost model

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Update pbs template
Experiment results from 2021-01-20
This commit is contained in:
Ricardo Montañana Gómez
2021-01-26 16:46:30 +01:00
parent 6776931388
commit a04a75a28f
3 changed files with 5 additions and 4 deletions
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5
experimentation/Database.py
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@@ -49,13 +49,14 @@ class MySQL:
if classifier == "any": if classifier == "any":
command = ( command = (
f"select * from results r inner join reference e on " f"select * from results r inner join reference e on "
f"r.dataset=e.dataset where r.dataset='{dataset}' " f"r.dataset=e.dataset where r.dataset='{dataset}' and "
f"date>='2021-01-20'"
) )
else: else:
command = ( command = (
f"select * from results r inner join reference e on " f"select * from results r inner join reference e on "
f"r.dataset=e.dataset where r.dataset='{dataset}' and " f"r.dataset=e.dataset where r.dataset='{dataset}' and "
f"classifier='{classifier}'" f"classifier='{classifier}' and date>='2021-01-20'"
) )
command += ( command += (
" order by r.dataset, accuracy desc, classifier desc, " " order by r.dataset, accuracy desc, classifier desc, "

2
experimentation/Models.py
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@@ -157,7 +157,7 @@ class ModelAdaBoost(Ensemble):
self._model_name = f"Adaboost_{self._base_model.__class__.__name__}" self._model_name = f"Adaboost_{self._base_model.__class__.__name__}"
def get_parameters(self) -> List[dict]: def get_parameters(self) -> List[dict]:
self._parameters = {"n_estimators": [50], "algorithm": ["SAMME"]} self._parameters = {"n_estimators": [50, 100], "algorithm": ["SAMME"]}
return super().get_parameters() return super().get_parameters()

2
scripts/experiment.pbs
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@@ -17,4 +17,4 @@
### Ejecutable con sus parametros ### Ejecutable con sus parametros
cd <folder> cd <folder>
python experiment.py -H galgo -e <experiment> -m <model> -d <data> -S tanveer -k <kernel> -n 1 -t 5 python experiment.py -H galgo -e <experiment> -m <model> -d <data> -S tanveer -k <kernel> -n 1 -t 12