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Class ObjectiveSpec (1.68.0)
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ObjectiveSpec (
baseline_dataset : vertexai . resources . preview . ml_monitoring . spec . objective . MonitoringInput ,
target_dataset : vertexai . resources . preview . ml_monitoring . spec . objective . MonitoringInput ,
tabular_objective : typing . Optional [
vertexai . resources . preview . ml_monitoring . spec . objective . TabularObjective
] = None ,
explanation_spec : typing . Optional [
google . cloud . aiplatform_v1beta1 . types . explanation . ExplanationSpec
] = None ,
)
Initializer for ObjectiveSpec.
Parameters
Name
Description
baseline_dataset
MonitoringInput
Required. Baseline datasets that are used by all the monitoring objectives. It could be the training dataset or production serving dataset from a previous period.
target_dataset
MonitoringInput
Required. Target dataset for monitoring analysis, it's used by all the monitoring objectives.
tabular_objective
TabularObjective
Optional. The tabular monitoring objective.
explanation_spec
explanation.ExplanationSpec
Optional. The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.
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Last updated 2024-09-24 UTC.
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},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
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},{
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"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
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{"lastModified": "Last updated 2024-09-24 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 2024-09-24 UTC."]]