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Class ModelDeploymentMonitoringObjectiveType (1.33.1)
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Version 1.33.1 keyboard_arrow_down
ModelDeploymentMonitoringObjectiveType(value)
The Model Monitoring Objective types.
Values:
MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED (0):
Default value, should not be set.
RAW_FEATURE_SKEW (1):
Raw feature values' stats to detect skew
between Training-Prediction datasets.
RAW_FEATURE_DRIFT (2):
Raw feature values' stats to detect drift
between Serving-Prediction datasets.
FEATURE_ATTRIBUTION_SKEW (3):
Feature attribution scores to detect skew
between Training-Prediction datasets.
FEATURE_ATTRIBUTION_DRIFT (4):
Feature attribution scores to detect skew
between Prediction datasets collected within
different time windows.
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Last updated 2024-09-25 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"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",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
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{"lastModified": "Last updated 2024-09-25 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 2024-09-25 UTC."]]