Class EvaluationRunResults (1.154.0)

EvaluationRunResults(
    *,
    evaluationSet: typing.Optional[str] = None,
    summaryMetrics: typing.Optional[vertexai._genai.types.common.SummaryMetric] = None,
    lossAnalysisResults: typing.Optional[
        list[vertexai._genai.types.common.LossAnalysisResult]
    ] = None,
    redTeamingAnalysisResults: typing.Optional[
        list[vertexai._genai.types.common.RedTeamingAnalysisResult]
    ] = None
)

Represents the results of an evaluation run.

Methods

EvaluationRunResults

EvaluationRunResults(
    *,
    evaluationSet: typing.Optional[str] = None,
    summaryMetrics: typing.Optional[vertexai._genai.types.common.SummaryMetric] = None,
    lossAnalysisResults: typing.Optional[
        list[vertexai._genai.types.common.LossAnalysisResult]
    ] = None,
    redTeamingAnalysisResults: typing.Optional[
        list[vertexai._genai.types.common.RedTeamingAnalysisResult]
    ] = None
)

Create a new model by parsing and validating input data from keyword arguments.

Raises [ValidationError][pydantic_core.ValidationError] if the input data cannot be validated to form a valid model.

self is explicitly positional-only to allow self as a field name.