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Fix code example of scorer note docstring #426

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merged 1 commit into from Jan 3, 2022
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4 changes: 4 additions & 0 deletions deepchecks/checks/performance/model_error_analysis.py
Expand Up @@ -64,12 +64,16 @@ class ModelErrorAnalysis(TrainTestBaseCheck):
For every scorer higher scores are better than lower scores.

You can create a scorer out of existing sklearn metrics:

.. code-block:: python

from sklearn.metrics import roc_auc_score, make_scorer
auc_scorer = make_scorer(roc_auc_score)

Or you can implement your own:

.. code-block:: python

from sklearn.metrics import make_scorer


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4 changes: 4 additions & 0 deletions deepchecks/checks/performance/performance_report.py
Expand Up @@ -44,12 +44,16 @@ class PerformanceReport(TrainTestBaseCheck):
For every scorer higher scores are better than lower scores.

You can create a scorer out of existing sklearn metrics:

.. code-block:: python

from sklearn.metrics import roc_auc_score, make_scorer
auc_scorer = make_scorer(roc_auc_score)

Or you can implement your own:

.. code-block:: python

from sklearn.metrics import make_scorer


Expand Down
4 changes: 4 additions & 0 deletions deepchecks/checks/performance/simple_model_comparison.py
Expand Up @@ -58,12 +58,16 @@ class SimpleModelComparison(TrainTestBaseCheck):
For every scorer higher scores are better than lower scores.

You can create a scorer out of existing sklearn metrics:

.. code-block:: python

from sklearn.metrics import roc_auc_score, make_scorer
auc_scorer = make_scorer(roc_auc_score)

Or you can implement your own:

.. code-block:: python

from sklearn.metrics import make_scorer


Expand Down