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enose_2025
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normalization

main
ifiguero 2025-03-16 23:01:36 -03:00
parent be4ac3f26c
commit 41ca9b994e
1 changed files with 4 additions and 2 deletions
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6
LoaderClass.py
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@ -302,11 +302,13 @@ 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[ws] = (x_output, y_output, g_output) self.dataset[ws] = (x_output, y_output, g_output)
return self.dataset[ws] return self.dataset[ws]
def create_conv1d_dataset(self, measurament, r, l, window): def create_conv1d_dataset(self, measurament, r, l, window):
X_data = self.scaled_data[measurament]['data'].iloc[r:l] X_data = self.scaled_data[measurament]['data'].iloc[r:l]
@ -330,7 +332,7 @@ class GasSensorDataLoader:
x_samples[i] = X_data.iloc[index:index + window].values x_samples[i] = X_data.iloc[index:index + window].values
y_sample[i] = Y_value y_sample[i] = Y_value
g_sample[i] = G_value g_sample[i] = G_value
return x_samples, y_sample, g_sample return x_samples, y_sample, g_sample
def load_dataset_xboost(self): def load_dataset_xboost(self):