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docs: link to ML.EVALUATE BQML page for score() methods #137

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gcf-merge-on-green merged 10 commits into from
Oct 26, 2023
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docs: link to ML.EVALUATE BQML page for score() methods #137

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16b9bcf
docs: link to ML.EVALUATE BQML page for score() methods
ashleyxuu Oct 24, 2023
f5ef45a
Merge branch 'main' into b305767648-link-ml-EVALUATE-docs
ashleyxuu Oct 25, 2023
10c30cb
test: allow for alternative PCA solutions in tests (#143)
milkshakeiii Oct 25, 2023
5ab92f0
ci: Disable presubmit LLM tests temporarily (#144)
shobsi Oct 26, 2023
b66d1a1
chore(main): release 0.11.0 (#126)
release-please[bot] Oct 26, 2023
e80abdb
Revert "ci: Disable presubmit LLM tests temporarily (#144)" (#148)
shobsi Oct 26, 2023
ef41bc7
refactor: make `to_pandas()` call `to_arrow()` and use local dtypes i…
tswast Oct 26, 2023
ef97071
fix: address comment
ashleyxuu Oct 26, 2023
7b450ed
Merge branch 'main' into b305767648-link-ml-EVALUATE-docs
ashleyxuu Oct 26, 2023
80ae1fa
Merge branch 'main' into b305767648-link-ml-EVALUATE-docs
ashleyxuu Oct 26, 2023
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12 changes: 12 additions & 0 deletions bigframes/ml/ensemble.py
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Original file line number Diff line number Diff line change
Expand Up @@ -507,6 +507,12 @@ def score(
):
"""Calculate evaluation metrics of the model.

.. note::

Output matches that of the BigQuery ML.EVALUTE function.
See: https://cloud.google.com/bigquery/docs/reference/standard-sql/bigqueryml-syntax-evaluate#regression_models
for the outputs relevant to this model type.

Args:
X (bigframes.dataframe.DataFrame or bigframes.series.Series):
A BigQuery DataFrame as evaluation data.
Expand Down Expand Up @@ -676,6 +682,12 @@ def score(
):
"""Calculate evaluation metrics of the model.

.. note::

Output matches that of the BigQuery ML.EVALUTE function.