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fix: add ensemble test, change to "use cross-validation if possible" in workflow spec #634

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Merged
XianBW merged 4 commits into from
Feb 24, 2025
Merged

fix: add ensemble test, change to "use cross-validation if possible" in workflow spec #634

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b040567
change to "use cross-validation if possible" in workflow spec
XianBW Feb 24, 2025
04a8b77
Limit the evaluation indicator to only one
XianBW Feb 24, 2025
c4f71ed
add metric tips
XianBW Feb 24, 2025
208b598
string change
XianBW Feb 24, 2025
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@XianBW
XianBW committed Feb 24, 2025
commit 208b598768d5e67be76ed6958afcf7aeb7b4df56
2 changes: 1 addition & 1 deletion rdagent/components/coder/data_science/ensemble/eval_tests/ensemble_test.txt
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Expand Up @@ -95,6 +95,6 @@ assert model_set_in_scores == set({{model_names}}).union({"ensemble"}), (
f"The scores dataframe does not contain the correct model names as index.\ncorrect model names are: {{model_names}} + ['ensemble']\nscore_df is:\n{score_df}"
)
assert score_df.index.is_unique, "The scores dataframe has duplicate model names."
assert len(score_df.columns) == 1, f"The scores dataframe should have exactly one column for the scores of the evaluation indicator, but has these columns: {score_df.columns}"
assert len(score_df.columns) == 1, f"The scores dataframe should have exactly one column for the scores of the evaluation indicator, but has these columns: {score_df.columns.tolist()}"

print("Ensemble test end.")