Class TabularObjective (1.95.1)
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TabularObjective(
feature_drift_spec: typing.Optional[
vertexai.resources.preview.ml_monitoring.spec.objective.DataDriftSpec
] = None,
prediction_output_drift_spec: typing.Optional[
vertexai.resources.preview.ml_monitoring.spec.objective.DataDriftSpec
] = None,
feature_attribution_spec: typing.Optional[
vertexai.resources.preview.ml_monitoring.spec.objective.FeatureAttributionSpec
] = None,
)
Initializer for TabularObjective.
Attributes |
| Name |
Description |
feature_drift_spec |
DataDriftSpec
Optional. Input feature distribution drift monitoring spec.
|
prediction_output_drift_spec |
DataDriftSpec
Optional. Prediction output distribution drift monitoring spec.
|
feature_attribution_spec |
FeatureAttributionSpec
Optional. Feature attribution monitoring spec.
|
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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 TabularObjective (1.95.1)\n\nVersion latestkeyboard_arrow_down\n\n- [1.95.1 (latest)](/python/docs/reference/vertexai/latest/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.94.0](/python/docs/reference/vertexai/1.94.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.93.1](/python/docs/reference/vertexai/1.93.1/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.92.0](/python/docs/reference/vertexai/1.92.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.91.0](/python/docs/reference/vertexai/1.91.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.90.0](/python/docs/reference/vertexai/1.90.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.89.0](/python/docs/reference/vertexai/1.89.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.88.0](/python/docs/reference/vertexai/1.88.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.87.0](/python/docs/reference/vertexai/1.87.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.86.0](/python/docs/reference/vertexai/1.86.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.85.0](/python/docs/reference/vertexai/1.85.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.84.0](/python/docs/reference/vertexai/1.84.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.83.0](/python/docs/reference/vertexai/1.83.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.82.0](/python/docs/reference/vertexai/1.82.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.81.0](/python/docs/reference/vertexai/1.81.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.80.0](/python/docs/reference/vertexai/1.80.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.79.0](/python/docs/reference/vertexai/1.79.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.78.0](/python/docs/reference/vertexai/1.78.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.77.0](/python/docs/reference/vertexai/1.77.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.76.0](/python/docs/reference/vertexai/1.76.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.75.0](/python/docs/reference/vertexai/1.75.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.74.0](/python/docs/reference/vertexai/1.74.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.73.0](/python/docs/reference/vertexai/1.73.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.72.0](/python/docs/reference/vertexai/1.72.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.71.1](/python/docs/reference/vertexai/1.71.1/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.70.0](/python/docs/reference/vertexai/1.70.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.69.0](/python/docs/reference/vertexai/1.69.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.68.0](/python/docs/reference/vertexai/1.68.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.67.1](/python/docs/reference/vertexai/1.67.1/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.66.0](/python/docs/reference/vertexai/1.66.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.65.0](/python/docs/reference/vertexai/1.65.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.63.0](/python/docs/reference/vertexai/1.63.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.62.0](/python/docs/reference/vertexai/1.62.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.60.0](/python/docs/reference/vertexai/1.60.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective)\n- [1.59.0](/python/docs/reference/vertexai/1.59.0/vertexai.resources.preview.ml_monitoring.spec.TabularObjective) \n\n TabularObjective(\n feature_drift_spec: typing.Optional[\n vertexai.resources.preview.ml_monitoring.spec.objective.DataDriftSpec\n ] = None,\n prediction_output_drift_spec: typing.Optional[\n vertexai.resources.preview.ml_monitoring.spec.objective.DataDriftSpec\n ] = None,\n feature_attribution_spec: typing.Optional[\n vertexai.resources.preview.ml_monitoring.spec.objective.FeatureAttributionSpec\n ] = None,\n )\n\nInitializer for TabularObjective."]]
