From 41ca9b994e0caad7d3047a10601d88c750e02d20 Mon Sep 17 00:00:00 2001 From: Israel Figueroa Date: Sun, 16 Mar 2025 23:01:36 -0300 Subject: [PATCH] normalization --- LoaderClass.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/LoaderClass.py b/LoaderClass.py index 996bce4..1017f6f 100644 --- a/LoaderClass.py +++ b/LoaderClass.py @@ -302,11 +302,13 @@ class GasSensorDataLoader: x_output = np.concatenate((x_output, x_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) return self.dataset[ws] - def create_conv1d_dataset(self, measurament, r, l, window): 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 y_sample[i] = Y_value g_sample[i] = G_value - + return x_samples, y_sample, g_sample def load_dataset_xboost(self):