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ModelMetrics

Source code in docs_src/capo_sagemaker/types/model_metrics.py
class ModelMetrics(TypedDict, closed=True):
    model_quality: NotRequired["capo_sagemaker.types.model_quality.ModelQuality"]
    """<p>Metrics that measure the quality of a model.</p>"""
    model_data_quality: NotRequired[
        "capo_sagemaker.types.model_data_quality.ModelDataQuality"
    ]
    """<p>Metrics that measure the quality of the input data for a model.</p>"""
    bias: NotRequired["capo_sagemaker.types.bias.Bias"]
    """<p>Metrics that measure bias in a model.</p>"""
    explainability: NotRequired["capo_sagemaker.types.explainability.Explainability"]
    """<p>Metrics that help explain a model.</p>"""

bias instance-attribute

bias: NotRequired[Bias]

Metrics that measure bias in a model.

explainability instance-attribute

explainability: NotRequired[Explainability]

Metrics that help explain a model.

model_data_quality instance-attribute

model_data_quality: NotRequired[ModelDataQuality]

Metrics that measure the quality of the input data for a model.

model_quality instance-attribute

model_quality: NotRequired[ModelQuality]

Metrics that measure the quality of a model.