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Fix remaining sphinx errors #9417

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@amueller

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@amueller

Since we're now using upstream numpydoc, it should be fairly easy to fix the remaining errors in building the docs:

/home/ubuntu/scikit-learn/doc/modules/cross_validation.rst:287: WARNING: undefined label: time_series_cv (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/cross_validation.rst:287: WARNING: undefined label: group_cv (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/covariance/outlier_detection.py:docstring of sklearn.covariance.EllipticEnvelope.correct_covariance:4: WARNING: citation not found: Rouseeuw1984
/home/ubuntu/scikit-learn/sklearn/covariance/outlier_detection.py:docstring of sklearn.covariance.EllipticEnvelope.reweight_covariance:4: WARNING: citation not found: Rouseeuw1984
/home/ubuntu/scikit-learn/sklearn/covariance/robust_covariance.py:docstring of sklearn.covariance.MinCovDet.correct_covariance:4: WARNING: citation not found: Rouseeuw1984
/home/ubuntu/scikit-learn/sklearn/covariance/robust_covariance.py:docstring of sklearn.covariance.MinCovDet.reweight_covariance:4: WARNING: citation not found: Rouseeuw1984
/home/ubuntu/scikit-learn/doc/modules/generated/sklearn.linear_model.RandomizedLasso.rst:17: WARNING: undefined label: randomized_l1 (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/linear_model/randomized_l1.py:docstring of sklearn.linear_model.RandomizedLasso:25: WARNING: undefined label: randomized_l1 (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/linear_model/randomized_l1.py:docstring of sklearn.linear_model.RandomizedLasso:153: WARNING: undefined label: sphx_glr_auto_examples_linear_model_plot_sparse_recovery.py (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/generated/sklearn.linear_model.RandomizedLogisticRegression.rst:17: WARNING: undefined label: randomized_l1 (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/linear_model/randomized_l1.py:docstring of sklearn.linear_model.RandomizedLogisticRegression:27: WARNING: undefined label: randomized_l1 (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/linear_model/randomized_l1.py:docstring of sklearn.linear_model.RandomizedLogisticRegression:138: WARNING: undefined label: sphx_glr_auto_examples_linear_model_plot_sparse_recovery.py (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/generated/sklearn.linear_model.lasso_stability_path.rst:11: WARNING: undefined label: randomized_l1 (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/utils/deprecation.py:docstring of sklearn.linear_model.lasso_stability_path:67: WARNING: undefined label: sphx_glr_auto_examples_linear_model_plot_sparse_recovery.py (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/generated/sklearn.mixture.VBGMM.rst:22: WARNING: undefined label: vbgmm (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/model_selection/_search.py:docstring of sklearn.model_selection.GridSearchCV:46: WARNING: undefined label: multivalued_scorer_wrapping (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/model_selection/_search.py:docstring of sklearn.model_selection.RandomizedSearchCV:61: WARNING: undefined label: multivalued_scorer_wrapping (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/model_selection/_validation.py:docstring of sklearn.model_selection.cross_validate:42: WARNING: undefined label: multivalued_scorer_wrapping (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/model_selection/_validation.py:docstring of sklearn.model_selection.permutation_test_score:38: WARNING: undefined label: _scoring_parameter (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/model_selection/_validation.py:docstring of sklearn.model_selection.permutation_test_score:38: WARNING: undefined label: _scoring (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/generated/sklearn.neighbors.LSHForest.rst:21: WARNING: undefined label: approximate_nearest_neighbors (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/sklearn/neighbors/lof.py:docstring of sklearn.neighbors.LocalOutlierFactor:78: WARNING: undefined label: sklearn.metrics.pairwise.pairwise_distances (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/grid_search.rst:87: WARNING: undefined label: sphx_glr_auto_examples_model_selection_plot_multi_metric_evaluation (if the link has no caption the label must precede a section header)
/home/ubuntu/scikit-learn/doc/modules/grid_search.rst:186: WARNING: undefined label: sphx_glr_auto_examples_model_selection_plot_multi_metric_evaluation (if the link has no caption the label must precede a section header)

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