822d33a3212bff964065d6968b647eca83686f17,example/example_crossvalidation.py,,main,#,8

Before Change


    digits = sklearn.datasets.load_digits()
    X = digits.data
    y = digits.target
    indices = np.arange(X.shape[0])
    np.random.shuffle(indices)
    X = X[indices]
    y = y[indices]
    X_train = X[:1000]
    y_train = y[:1000]
    X_test = X[1000:]
    y_test = y[1000:]
    automl = autosklearn.classification.AutoSklearnClassifier(
        time_left_for_this_task=120, per_run_time_limit=30,
        tmp_folder="/tmp/autoslearn_cv_example_tmp",
        output_folder="/tmp/autosklearn_cv_example_out",

After Change


    digits = sklearn.datasets.load_digits()
    X = digits.data
    y = digits.target
    X_train, X_test, y_train, y_test = \
        sklearn.cross_validation.train_test_split(X, y, random_state=1)

    automl = autosklearn.classification.AutoSklearnClassifier(
        time_left_for_this_task=120, per_run_time_limit=30,
        tmp_folder="/tmp/autoslearn_cv_example_tmp",
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 21

Instances


Project Name: automl/auto-sklearn
Commit Name: 822d33a3212bff964065d6968b647eca83686f17
Time: 2016-10-17
Author: feurerm@informatik.uni-freiburg.de
File Name: example/example_crossvalidation.py
Class Name:
Method Name: main


Project Name: automl/auto-sklearn
Commit Name: 822d33a3212bff964065d6968b647eca83686f17
Time: 2016-10-17
Author: feurerm@informatik.uni-freiburg.de
File Name: example/example_parallel.py
Class Name:
Method Name:


Project Name: automl/auto-sklearn
Commit Name: 822d33a3212bff964065d6968b647eca83686f17
Time: 2016-10-17
Author: feurerm@informatik.uni-freiburg.de
File Name: example/example_holdout.py
Class Name:
Method Name: main


Project Name: automl/auto-sklearn
Commit Name: 822d33a3212bff964065d6968b647eca83686f17
Time: 2016-10-17
Author: feurerm@informatik.uni-freiburg.de
File Name: example/example_crossvalidation.py
Class Name:
Method Name: main