From 7c43e95bd023f530851728f32b32132a8a84e156 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Marc=20J=C3=A4ger?= Date: Wed, 30 May 2018 16:01:18 +0300 Subject: [PATCH] scaling removed --- sklearn_krr_mlp.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/sklearn_krr_mlp.py b/sklearn_krr_mlp.py index 2bb5345..14f4979 100644 --- a/sklearn_krr_mlp.py +++ b/sklearn_krr_mlp.py @@ -76,12 +76,12 @@ def split_data(x_data, y_data, ids_data, sample_size, is_mean, is_sparse, ids, i def scale_data(is_mean, x_train, x_test): # Scale - scaler = StandardScaler(with_mean=is_mean) + #scaler = StandardScaler(with_mean=is_mean) # fit only on training data - scaler.fit(x_train) - x_train = scaler.transform(x_train) + #scaler.fit(x_train) + #x_train = scaler.transform(x_train) # apply same transformation to test data - x_test = scaler.transform(x_test) + #x_test = scaler.transform(x_test) return x_train, x_test def load_split_scale_data(x_datafile, y_datafile, ids, testfiles,