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https://github.com/Doctorado-ML/Stree_datasets.git
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Update and fix reports
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6
experimentation/.myconfig.sqlite
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6
experimentation/.myconfig.sqlite
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@@ -0,0 +1,6 @@
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host=127.0.0.1
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port=3306
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user=stree
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password=xtree
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database=stree
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sqlite=./data/stree.sqlite
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@@ -12,6 +12,8 @@ models = [
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"odte",
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"odte",
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"cart",
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"cart",
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"oc1",
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"oc1",
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"j48svm",
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"wodt",
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]
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]
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@@ -125,9 +125,10 @@ def process_dataset(dataset, verbose, model, params):
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if model == "stree":
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if model == "stree":
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# Get the optimized parameters
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# Get the optimized parameters
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record = dbh.find_best(dataset, model, "gridsearch")
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record = dbh.find_best(dataset, model, "gridsearch")
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hyperparameters = json.loads(record[8] if record[8] != "" else "{}")
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hyperparameters = json.loads(
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record[8].replace('\\"', '"') if record[8] != "" else "{}"
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)
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hyperparameters.pop("random_state", None)
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hyperparameters.pop("random_state", None)
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print("*" * 100)
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for random_state in random_seeds:
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for random_state in random_seeds:
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random.seed(random_state)
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random.seed(random_state)
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np.random.seed(random_state)
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np.random.seed(random_state)
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