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enose_2025
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fix

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ifiguero 2025-03-10 19:15:17 -03:00
parent 550066ee5f
commit 636d3636bb
2 changed files with 4 additions and 4 deletions
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2
LoaderClass.py
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@ -314,8 +314,6 @@ class GasSensorDataLoader:
x_output = np.concatenate((x_output, x_sample)) x_output = np.concatenate((x_output, x_sample))
y_output = np.concatenate((y_output, y_sample)) y_output = np.concatenate((y_output, y_sample))
target_scaler = MinMaxScaler()
y_output = target_scaler.fit_transform(y_output)
self.dataset['xboost'] = (x_output, y_output, g_output) self.dataset['xboost'] = (x_output, y_output, g_output)

6
TrainerClass.py
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@ -203,6 +203,8 @@ class eNoseTrainer:
node = os.uname()[1] node = os.uname()[1]
X_xboost, Y_xboost, G_xboost = self.loader.load_dataset_xboost() X_xboost, Y_xboost, G_xboost = self.loader.load_dataset_xboost()
target_scaler = MinMaxScaler()
Y_scaled = target_scaler.fit_transform(Y_xboost)
gss = StratifiedGroupKFold(n_splits=int(1/self.ratio), shuffle=True, random_state=get_seed()) gss = StratifiedGroupKFold(n_splits=int(1/self.ratio), shuffle=True, random_state=get_seed())
@ -210,8 +212,8 @@ class eNoseTrainer:
os.makedirs('{}/{}/{}'.format(self.name, self.target, dataset), exist_ok=True) os.makedirs('{}/{}/{}'.format(self.name, self.target, dataset), exist_ok=True)
for i, (train_index, test_index) in enumerate(gss.split(X_xboost, Y_xboost, G_xboost)): for i, (train_index, test_index) in enumerate(gss.split(X_xboost, Y_xboost, G_xboost)):
X_train, X_test = X_xboost[train_index], X_xboost[test_index] X_train, X_test = X_xboost[train_index], Y_scaled[test_index]
y_train, y_test = Y_xboost[train_index], Y_xboost[test_index] y_train, y_test = Y_xboost[train_index], Y_scaled[test_index]
for model in self.get_model_train(): for model in self.get_model_train():