Class EvalResult (1.95.1)
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EvalResult(
summary_metrics: typing.Dict[str, float],
metrics_table: typing.Optional[pd.DataFrame] = None,
metadata: typing.Optional[typing.Dict[str, str]] = None,
)
Attributes |
Name |
Description |
summary_metrics |
Dict[str, float]
A dictionary of summary evaluation metrics for an evaluation run.
|
metrics_table |
Optional[pd.DataFrame]
A pandas.DataFrame table containing evaluation dataset inputs,
predictions, explanations, and metric results per row.
|
metadata |
Optional[Dict[str, str]]
The metadata for the evaluation run.
|
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Last updated 2025-08-07 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07 UTC."],[],[],null,["# Class EvalResult (1.95.1)\n\nVersion latestkeyboard_arrow_down\n\n- [1.95.1 (latest)](/python/docs/reference/vertexai/latest/vertexai.evaluation.EvalResult)\n- [1.94.0](/python/docs/reference/vertexai/1.94.0/vertexai.evaluation.EvalResult)\n- [1.93.1](/python/docs/reference/vertexai/1.93.1/vertexai.evaluation.EvalResult)\n- [1.92.0](/python/docs/reference/vertexai/1.92.0/vertexai.evaluation.EvalResult)\n- [1.91.0](/python/docs/reference/vertexai/1.91.0/vertexai.evaluation.EvalResult)\n- [1.90.0](/python/docs/reference/vertexai/1.90.0/vertexai.evaluation.EvalResult)\n- [1.89.0](/python/docs/reference/vertexai/1.89.0/vertexai.evaluation.EvalResult)\n- [1.88.0](/python/docs/reference/vertexai/1.88.0/vertexai.evaluation.EvalResult)\n- [1.87.0](/python/docs/reference/vertexai/1.87.0/vertexai.evaluation.EvalResult)\n- [1.86.0](/python/docs/reference/vertexai/1.86.0/vertexai.evaluation.EvalResult)\n- [1.85.0](/python/docs/reference/vertexai/1.85.0/vertexai.evaluation.EvalResult)\n- [1.84.0](/python/docs/reference/vertexai/1.84.0/vertexai.evaluation.EvalResult)\n- [1.83.0](/python/docs/reference/vertexai/1.83.0/vertexai.evaluation.EvalResult)\n- [1.82.0](/python/docs/reference/vertexai/1.82.0/vertexai.evaluation.EvalResult)\n- [1.81.0](/python/docs/reference/vertexai/1.81.0/vertexai.evaluation.EvalResult)\n- [1.80.0](/python/docs/reference/vertexai/1.80.0/vertexai.evaluation.EvalResult)\n- [1.79.0](/python/docs/reference/vertexai/1.79.0/vertexai.evaluation.EvalResult)\n- [1.78.0](/python/docs/reference/vertexai/1.78.0/vertexai.evaluation.EvalResult)\n- [1.77.0](/python/docs/reference/vertexai/1.77.0/vertexai.evaluation.EvalResult)\n- [1.76.0](/python/docs/reference/vertexai/1.76.0/vertexai.evaluation.EvalResult)\n- [1.75.0](/python/docs/reference/vertexai/1.75.0/vertexai.evaluation.EvalResult)\n- [1.74.0](/python/docs/reference/vertexai/1.74.0/vertexai.evaluation.EvalResult)\n- [1.73.0](/python/docs/reference/vertexai/1.73.0/vertexai.evaluation.EvalResult)\n- [1.72.0](/python/docs/reference/vertexai/1.72.0/vertexai.evaluation.EvalResult)\n- [1.71.1](/python/docs/reference/vertexai/1.71.1/vertexai.evaluation.EvalResult)\n- [1.70.0](/python/docs/reference/vertexai/1.70.0/vertexai.evaluation.EvalResult)\n- [1.69.0](/python/docs/reference/vertexai/1.69.0/vertexai.evaluation.EvalResult)\n- [1.68.0](/python/docs/reference/vertexai/1.68.0/vertexai.evaluation.EvalResult)\n- [1.67.1](/python/docs/reference/vertexai/1.67.1/vertexai.evaluation.EvalResult)\n- [1.66.0](/python/docs/reference/vertexai/1.66.0/vertexai.evaluation.EvalResult)\n- [1.65.0](/python/docs/reference/vertexai/1.65.0/vertexai.evaluation.EvalResult)\n- [1.63.0](/python/docs/reference/vertexai/1.63.0/vertexai.evaluation.EvalResult)\n- [1.62.0](/python/docs/reference/vertexai/1.62.0/vertexai.evaluation.EvalResult)\n- [1.60.0](/python/docs/reference/vertexai/1.60.0/vertexai.evaluation.EvalResult)\n- [1.59.0](/python/docs/reference/vertexai/1.59.0/vertexai.evaluation.EvalResult) \n\n EvalResult(\n summary_metrics: typing.Dict[str, float],\n metrics_table: typing.Optional[pd.DataFrame] = None,\n metadata: typing.Optional[typing.Dict[str, str]] = None,\n )\n\nEvaluation result."]]