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Diffstat (limited to 'tensorflow/examples/learn/boston.py')
-rw-r--r-- | tensorflow/examples/learn/boston.py | 9 |
1 files changed, 6 insertions, 3 deletions
diff --git a/tensorflow/examples/learn/boston.py b/tensorflow/examples/learn/boston.py index 2986ff9106..19cfdee513 100644 --- a/tensorflow/examples/learn/boston.py +++ b/tensorflow/examples/learn/boston.py @@ -16,19 +16,22 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function -from sklearn import cross_validation + +from sklearn import datasets +from sklearn import model_selection from sklearn import metrics from sklearn import preprocessing + import tensorflow as tf def main(unused_argv): # Load dataset - boston = tf.contrib.learn.datasets.load_dataset('boston') + boston = datasets.load_boston() x, y = boston.data, boston.target # Split dataset into train / test - x_train, x_test, y_train, y_test = cross_validation.train_test_split( + x_train, x_test, y_train, y_test = model_selection.train_test_split( x, y, test_size=0.2, random_state=42) # Scale data (training set) to 0 mean and unit standard deviation. |