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trait Filter extends Object

A conditional statement for a search expression that includes a Boolean operator, a resource property, and a value. If you don't specify an Operator and a Value, the filter searches for only the specified property. For example, defining a Filter for the FailureReason for the TrainingJob Resource searches for training job objects that have a value in the FailureReason field. If you specify a Value, but not an Operator, Amazon SageMaker uses the equals operator as the default. In search, there are several property types: <dl> <dt>Metrics</dt>

To define a metric filter, enter a value using the form "Metrics.<name>", where <name> is a metric name. For example, the following filter searches for training jobs with an "accuracy" metric greater than "0.9": { "Name": "Metrics.accuracy", "Operator": "GREATER_THAN", "Value": "0.9" }
<dt>HyperParameters</dt>
To define a hyperparameter filter, enter a value with the form "HyperParameters.<name>". Decimal hyperparameter values are treated as a decimal in a comparison if the specified Value is also a decimal value. If the specified Value is an integer, the decimal hyperparameter values are treated as integers. For example, the following filter is satisfied by training jobs with a "learning_rate" hyperparameter that is less than "0.5": { "Name": "HyperParameters.learning_rate", "Operator": "LESS_THAN", "Value": "0.5" }
<dt>Tags</dt>
To define a tag filter, enter a value with the form "Tags.<key>".
</dl>

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  1. abstract val Name: ResourcePropertyName
  2. abstract val Operator: UndefOr[Operator]
  3. abstract val Value: UndefOr[FilterValue]

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