PGijsbers: Remove nan-likes from category header (#1037)

openml · Mar 12, 2021 · fa58495 · fa58495
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diff --git a/develop/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip b/develop/_downloads/bc82bea3a5dd7bdba60b65220891d9e5/examples_python.zip
diff --git a/develop/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip b/develop/_downloads/fb625db3c50d423b1b7881136ffdeec8/examples_jupyter.zip
diff --git a/develop/_images/sphx_glr_2018_kdd_rijn_example_001.png b/develop/_images/sphx_glr_2018_kdd_rijn_example_001.png
diff --git a/develop/_images/sphx_glr_2018_kdd_rijn_example_thumb.png b/develop/_images/sphx_glr_2018_kdd_rijn_example_thumb.png
diff --git a/develop/_images/sphx_glr_2018_neurips_perrone_example_001.png b/develop/_images/sphx_glr_2018_neurips_perrone_example_001.png
diff --git a/develop/_images/sphx_glr_2018_neurips_perrone_example_thumb.png b/develop/_images/sphx_glr_2018_neurips_perrone_example_thumb.png
diff --git a/develop/_images/sphx_glr_datasets_tutorial_001.png b/develop/_images/sphx_glr_datasets_tutorial_001.png
diff --git a/develop/_images/sphx_glr_datasets_tutorial_thumb.png b/develop/_images/sphx_glr_datasets_tutorial_thumb.png
diff --git a/develop/_sources/examples/20_basic/introduction_tutorial.rst.txt b/develop/_sources/examples/20_basic/introduction_tutorial.rst.txt
@@ -175,7 +175,7 @@ Download the OpenML task for the eeg-eye-state.
 
  .. code-block:: none
 
-    kNN on eeg-eye-state: http://test.openml.org/r/12028
+    kNN on eeg-eye-state: http://test.openml.org/r/19100
 
 
 
@@ -195,7 +195,7 @@ Download the OpenML task for the eeg-eye-state.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  18.631 seconds)
+   **Total running time of the script:** ( 0 minutes  16.163 seconds)
 
 
 .. _sphx_glr_download_examples_20_basic_introduction_tutorial.py:

diff --git a/develop/_sources/examples/20_basic/sg_execution_times.rst.txt b/develop/_sources/examples/20_basic/sg_execution_times.rst.txt
@@ -5,14 +5,14 @@
 
 Computation times
 =================
-**01:11.819** total execution time for **examples_20_basic** files:
+**01:25.449** total execution time for **examples_20_basic** files:
 
 +-------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_20_basic_simple_suites_tutorial.py` (``simple_suites_tutorial.py``)                 | 00:30.639 | 0.0 MB |
+| :ref:`sphx_glr_examples_20_basic_simple_suites_tutorial.py` (``simple_suites_tutorial.py``)                 | 00:45.083 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_20_basic_introduction_tutorial.py` (``introduction_tutorial.py``)                   | 00:18.631 | 0.0 MB |
+| :ref:`sphx_glr_examples_20_basic_simple_datasets_tutorial.py` (``simple_datasets_tutorial.py``)             | 00:17.453 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_20_basic_simple_datasets_tutorial.py` (``simple_datasets_tutorial.py``)             | 00:13.968 | 0.0 MB |
+| :ref:`sphx_glr_examples_20_basic_introduction_tutorial.py` (``introduction_tutorial.py``)                   | 00:16.163 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_20_basic_simple_flows_and_runs_tutorial.py` (``simple_flows_and_runs_tutorial.py``) | 00:08.582 | 0.0 MB |
+| :ref:`sphx_glr_examples_20_basic_simple_flows_and_runs_tutorial.py` (``simple_flows_and_runs_tutorial.py``) | 00:06.750 | 0.0 MB |
 +-------------------------------------------------------------------------------------------------------------+-----------+--------+
diff --git a/develop/_sources/examples/20_basic/simple_datasets_tutorial.rst.txt b/develop/_sources/examples/20_basic/simple_datasets_tutorial.rst.txt
@@ -197,7 +197,7 @@ Visualize the dataset
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  13.968 seconds)
+   **Total running time of the script:** ( 0 minutes  17.453 seconds)
 
 
 .. _sphx_glr_download_examples_20_basic_simple_datasets_tutorial.py:

diff --git a/develop/_sources/examples/20_basic/simple_flows_and_runs_tutorial.rst.txt b/develop/_sources/examples/20_basic/simple_flows_and_runs_tutorial.rst.txt
@@ -116,7 +116,7 @@ Running a model on a task
     Flow Name....: sklearn.ensemble._forest.RandomForestClassifier
     Flow URL.....: https://test.openml.org/f/176
     Setup ID.....: None
-    Setup String.: Python_3.8.8. Sklearn_0.24.1. NumPy_1.20.1. SciPy_1.6.1. RandomForestClassifier(random_state=31859)
+    Setup String.: Python_3.8.8. Sklearn_0.24.1. NumPy_1.20.1. SciPy_1.6.1. RandomForestClassifier(random_state=52345)
     Dataset ID...: 20
     Dataset URL..: https://test.openml.org/d/20
 
@@ -147,7 +147,7 @@ Publishing the run
 
  .. code-block:: none
 
-    Run was uploaded to http://test.openml.org/r/12027
+    Run was uploaded to http://test.openml.org/r/19095
     The flow can be found at http://test.openml.org/f/176
 
 
@@ -168,7 +168,7 @@ Publishing the run
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  8.582 seconds)
+   **Total running time of the script:** ( 0 minutes  6.750 seconds)
 
 
 .. _sphx_glr_download_examples_20_basic_simple_flows_and_runs_tutorial.py:

diff --git a/develop/_sources/examples/20_basic/simple_suites_tutorial.rst.txt b/develop/_sources/examples/20_basic/simple_suites_tutorial.rst.txt
@@ -201,7 +201,7 @@ Further examples
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  30.639 seconds)
+   **Total running time of the script:** ( 0 minutes  45.083 seconds)
 
 
 .. _sphx_glr_download_examples_20_basic_simple_suites_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/create_upload_tutorial.rst.txt b/develop/_sources/examples/30_extended/create_upload_tutorial.rst.txt
@@ -213,7 +213,7 @@ https://github.com/openml/OpenML/blob/master/openml_OS/views/pages/api_new/v1/xs
 
  .. code-block:: none
 
-    URL for dataset: https://test.openml.org/d/9238
+    URL for dataset: https://test.openml.org/d/15503
 
 
 
@@ -317,7 +317,7 @@ http://storm.cis.fordham.edu/~gweiss/data-mining/datasets.html
 
  .. code-block:: none
 
-    URL for dataset: https://test.openml.org/d/9239
+    URL for dataset: https://test.openml.org/d/15504
 
 
 
@@ -428,7 +428,7 @@ call :func:`create_dataset` by passing the dataframe and fixing the parameter
 
  .. code-block:: none
 
-    URL for dataset: https://test.openml.org/d/9241
+    URL for dataset: https://test.openml.org/d/15506
 
 
 
@@ -496,7 +496,7 @@ Dataset is a sparse matrix
 
  .. code-block:: none
 
-    URL for dataset: https://test.openml.org/d/9243
+    URL for dataset: https://test.openml.org/d/15507
 
 
 
@@ -579,7 +579,7 @@ Dataset is a pandas dataframe with sparse columns
 
  .. code-block:: none
 
-    URL for dataset: https://test.openml.org/d/9244
+    URL for dataset: https://test.openml.org/d/15508
 
 
 
@@ -599,7 +599,7 @@ Dataset is a pandas dataframe with sparse columns
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  6.018 seconds)
+   **Total running time of the script:** ( 0 minutes  5.563 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_create_upload_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/datasets_tutorial.rst.txt b/develop/_sources/examples/30_extended/datasets_tutorial.rst.txt
@@ -80,7 +80,7 @@ Exercise 0
 
  .. code-block:: none
 
-    First 10 of 3269 datasets...
+    First 10 of 3271 datasets...
 
 
 .. raw:: html
@@ -827,16 +827,16 @@ After the dataset is forked, you can edit the new version of the dataset using e
 
  .. code-block:: none
 
-    9224
-    Forked dataset ID: 9224
+    15490
+    Forked dataset ID: 15490
 
 
 
 
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  11.497 seconds)
+   **Total running time of the script:** ( 0 minutes  10.708 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_datasets_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/fetch_evaluations_tutorial.rst.txt b/develop/_sources/examples/30_extended/fetch_evaluations_tutorial.rst.txt
@@ -403,7 +403,7 @@ We'll now obtain the evaluations of a task and a flow with the hyperparameters
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  17.837 seconds)
+   **Total running time of the script:** ( 0 minutes  17.676 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_fetch_evaluations_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/flow_id_tutorial.rst.txt b/develop/_sources/examples/30_extended/flow_id_tutorial.rst.txt
@@ -234,7 +234,7 @@ This also works with the actual model (generalizing the first part of this examp
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  5.116 seconds)
+   **Total running time of the script:** ( 0 minutes  4.565 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_flow_id_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/flows_and_runs_tutorial.rst.txt b/develop/_sources/examples/30_extended/flows_and_runs_tutorial.rst.txt
@@ -161,7 +161,7 @@ We can run (many) scikit-learn algorithms on (many) OpenML tasks.
     Flow Name....: sklearn.tree._classes.DecisionTreeClassifier
     Flow URL.....: https://test.openml.org/f/178
     Setup ID.....: None
-    Setup String.: Python_3.8.8. Sklearn_0.24.1. NumPy_1.20.1. SciPy_1.6.1. DecisionTreeClassifier(random_state=20728)
+    Setup String.: Python_3.8.8. Sklearn_0.24.1. NumPy_1.20.1. SciPy_1.6.1. DecisionTreeClassifier(random_state=23888)
     Dataset ID...: 68
     Dataset URL..: https://test.openml.org/d/68
 
@@ -195,7 +195,7 @@ the run is sent to the OpenML server:
 
  .. code-block:: none
 
-    Uploaded to http://test.openml.org/r/12080
+    Uploaded to http://test.openml.org/r/19244
 
 
 
@@ -336,8 +336,8 @@ variables and missing values in both.
 
  .. code-block:: none
 
-    Uploaded to http://test.openml.org/r/12087
-    Uploaded to http://test.openml.org/r/12090
+    Uploaded to http://test.openml.org/r/19250
+    Uploaded to http://test.openml.org/r/19251
 
 
 
@@ -390,8 +390,8 @@ a model on a task without uploading results or flows to the server immediately.
     ==========
     Uploader Name: None
     Metric.......: None
-    Run ID.......: 12093
-    Run URL......: https://test.openml.org/r/12093
+    Run ID.......: 19253
+    Run URL......: https://test.openml.org/r/19253
     Task ID......: 6
     Task Type....: None
     Task URL.....: https://test.openml.org/t/6
@@ -480,7 +480,7 @@ them. Some tasks you could try (or browse openml.org):
 
  .. code-block:: none
 
-    kNN on diabetes: http://test.openml.org/r/12101
+    kNN on diabetes: http://test.openml.org/r/19259
 
 
 
@@ -500,7 +500,7 @@ them. Some tasks you could try (or browse openml.org):
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  34.977 seconds)
+   **Total running time of the script:** ( 0 minutes  29.447 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_flows_and_runs_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/plot_svm_hyperparameters_tutorial.rst.txt b/develop/_sources/examples/30_extended/plot_svm_hyperparameters_tutorial.rst.txt
@@ -274,7 +274,7 @@ Option 2 - plotting via matplotlib
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  9.497 seconds)
+   **Total running time of the script:** ( 0 minutes  8.958 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_plot_svm_hyperparameters_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/run_setup_tutorial.rst.txt b/develop/_sources/examples/30_extended/run_setup_tutorial.rst.txt
@@ -207,7 +207,7 @@ In this tutorial we will
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  9.396 seconds)
+   **Total running time of the script:** ( 0 minutes  7.824 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_run_setup_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/sg_execution_times.rst.txt b/develop/_sources/examples/30_extended/sg_execution_times.rst.txt
@@ -5,30 +5,30 @@
 
 Computation times
 =================
-**04:09.808** total execution time for **examples_30_extended** files:
+**04:13.246** total execution time for **examples_30_extended** files:
 
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_tasks_tutorial.py` (``tasks_tutorial.py``)                                       | 01:13.589 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_tasks_tutorial.py` (``tasks_tutorial.py``)                                       | 01:16.305 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_suites_tutorial.py` (``suites_tutorial.py``)                                     | 00:40.300 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_suites_tutorial.py` (``suites_tutorial.py``)                                     | 00:56.396 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_study_tutorial.py` (``study_tutorial.py``)                                       | 00:36.320 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_study_tutorial.py` (``study_tutorial.py``)                                       | 00:31.037 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_flows_and_runs_tutorial.py` (``flows_and_runs_tutorial.py``)                     | 00:34.977 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_flows_and_runs_tutorial.py` (``flows_and_runs_tutorial.py``)                     | 00:29.447 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_fetch_evaluations_tutorial.py` (``fetch_evaluations_tutorial.py``)               | 00:17.837 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_fetch_evaluations_tutorial.py` (``fetch_evaluations_tutorial.py``)               | 00:17.676 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_datasets_tutorial.py` (``datasets_tutorial.py``)                                 | 00:11.497 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_datasets_tutorial.py` (``datasets_tutorial.py``)                                 | 00:10.708 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_plot_svm_hyperparameters_tutorial.py` (``plot_svm_hyperparameters_tutorial.py``) | 00:09.497 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_plot_svm_hyperparameters_tutorial.py` (``plot_svm_hyperparameters_tutorial.py``) | 00:08.958 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_run_setup_tutorial.py` (``run_setup_tutorial.py``)                               | 00:09.396 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_run_setup_tutorial.py` (``run_setup_tutorial.py``)                               | 00:07.824 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_create_upload_tutorial.py` (``create_upload_tutorial.py``)                       | 00:06.018 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_create_upload_tutorial.py` (``create_upload_tutorial.py``)                       | 00:05.563 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_task_manual_iteration_tutorial.py` (``task_manual_iteration_tutorial.py``)       | 00:05.259 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_task_manual_iteration_tutorial.py` (``task_manual_iteration_tutorial.py``)       | 00:04.766 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_examples_30_extended_flow_id_tutorial.py` (``flow_id_tutorial.py``)                                   | 00:05.116 | 0.0 MB |
+| :ref:`sphx_glr_examples_30_extended_flow_id_tutorial.py` (``flow_id_tutorial.py``)                                   | 00:04.565 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+
 | :ref:`sphx_glr_examples_30_extended_configure_logging.py` (``configure_logging.py``)                                 | 00:00.000 | 0.0 MB |
 +----------------------------------------------------------------------------------------------------------------------+-----------+--------+

diff --git a/develop/_sources/examples/30_extended/study_tutorial.rst.txt b/develop/_sources/examples/30_extended/study_tutorial.rst.txt
@@ -293,11 +293,11 @@ suite which is available on the OpenML test server.
     True
     OpenML Study
     ============
-    ID..............: 1635
+    ID..............: 2535
     Name............: Test-Study
     Status..........: None
     Main Entity Type: run
-    Study URL.......: https://test.openml.org/s/1635
+    Study URL.......: https://test.openml.org/s/2535
     # of Runs.......: 3
 
 
@@ -318,7 +318,7 @@ suite which is available on the OpenML test server.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  36.320 seconds)
+   **Total running time of the script:** ( 0 minutes  31.037 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_study_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/suites_tutorial.rst.txt b/develop/_sources/examples/30_extended/suites_tutorial.rst.txt
@@ -286,11 +286,11 @@ because we upload some random data.
 
     OpenML Benchmark Suite
     ======================
-    ID..............: 1634
+    ID..............: 2534
     Name............: Test-Suite
     Status..........: None
     Main Entity Type: task
-    Study URL.......: https://test.openml.org/s/1634
+    Study URL.......: https://test.openml.org/s/2534
     # of Tasks......: 20
 
 
@@ -311,7 +311,7 @@ because we upload some random data.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  40.300 seconds)
+   **Total running time of the script:** ( 0 minutes  56.396 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_suites_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/task_manual_iteration_tutorial.rst.txt b/develop/_sources/examples/30_extended/task_manual_iteration_tutorial.rst.txt
@@ -575,7 +575,7 @@ And then again perform the aforementioned iteration over all splits:
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  5.259 seconds)
+   **Total running time of the script:** ( 0 minutes  4.766 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_task_manual_iteration_tutorial.py:

diff --git a/develop/_sources/examples/30_extended/tasks_tutorial.rst.txt b/develop/_sources/examples/30_extended/tasks_tutorial.rst.txt
@@ -118,7 +118,7 @@ to have better visualization capabilities and easier access:
            'NumberOfMissingValues', 'NumberOfNumericFeatures',
            'NumberOfSymbolicFeatures', 'cost_matrix'],
           dtype='object')
-    First 5 of 3718 tasks:
+    First 5 of 3722 tasks:
        tid  ... cost_matrix
     2    2  ...         NaN
     3    3  ...         NaN
@@ -383,7 +383,7 @@ Finally, it is also possible to list all tasks on OpenML with:
 
  .. code-block:: none
 
-    46309
+    46315
 
 
 
@@ -1406,7 +1406,7 @@ will be returned.
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 1 minutes  13.589 seconds)
+   **Total running time of the script:** ( 1 minutes  16.305 seconds)
 
 
 .. _sphx_glr_download_examples_30_extended_tasks_tutorial.py:

diff --git a/develop/_sources/examples/40_paper/2015_neurips_feurer_example.rst.txt b/develop/_sources/examples/40_paper/2015_neurips_feurer_example.rst.txt
@@ -159,7 +159,7 @@ datasets can be found in the `online docs <https://docs.openml.org/#dataset-stat
 
 .. rst-class:: sphx-glr-timing
 
-   **Total running time of the script:** ( 0 minutes  2.869 seconds)
+   **Total running time of the script:** ( 0 minutes  2.725 seconds)
 
 
 .. _sphx_glr_download_examples_40_paper_2015_neurips_feurer_example.py: