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Class ModelEvaluationSlice (2.9.7)
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Version 2.9.7 keyboard_arrow_down
public final class ModelEvaluationSlice extends GeneratedMessageV3 implements ModelEvaluationSliceOrBuilder
A collection of metrics calculated by comparing Model's predictions on a
slice of the test data against ground truth annotations.
Protobuf type google.cloud.aiplatform.v1beta1.ModelEvaluationSlice
Static Fields
public static final int CREATE_TIME_FIELD_NUMBER
Field Value
public static final int METRICS_FIELD_NUMBER
Field Value
public static final int METRICS_SCHEMA_URI_FIELD_NUMBER
Field Value
public static final int NAME_FIELD_NUMBER
Field Value
public static final int SLICE_FIELD_NUMBER
Field Value
Static Methods
public static ModelEvaluationSlice getDefaultInstance ()
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public static final Descriptors . Descriptor getDescriptor ()
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public static ModelEvaluationSlice . Builder newBuilder ()
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public static ModelEvaluationSlice . Builder newBuilder ( ModelEvaluationSlice prototype )
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public static ModelEvaluationSlice parseDelimitedFrom ( InputStream input )
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Exceptions
public static ModelEvaluationSlice parseDelimitedFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static ModelEvaluationSlice parseFrom ( byte [] data )
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Name Description data byte []
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public static ModelEvaluationSlice parseFrom ( byte [] data , ExtensionRegistryLite extensionRegistry )
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public static ModelEvaluationSlice parseFrom ( ByteString data )
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public static ModelEvaluationSlice parseFrom ( ByteString data , ExtensionRegistryLite extensionRegistry )
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public static ModelEvaluationSlice parseFrom ( CodedInputStream input )
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public static ModelEvaluationSlice parseFrom ( CodedInputStream input , ExtensionRegistryLite extensionRegistry )
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public static ModelEvaluationSlice parseFrom ( InputStream input )
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public static ModelEvaluationSlice parseFrom ( InputStream input , ExtensionRegistryLite extensionRegistry )
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public static ModelEvaluationSlice parseFrom ( ByteBuffer data )
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public static ModelEvaluationSlice parseFrom ( ByteBuffer data , ExtensionRegistryLite extensionRegistry )
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public static Parser<ModelEvaluationSlice> parser ()
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Methods
public boolean equals ( Object obj )
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Overrides
public Timestamp getCreateTime ()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
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public TimestampOrBuilder getCreateTimeOrBuilder ()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
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public ModelEvaluationSlice getDefaultInstanceForType ()
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public Value getMetrics ()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored
in metrics_schema_uri
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
Type Description Value The metrics.
public ValueOrBuilder getMetricsOrBuilder ()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored
in metrics_schema_uri
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
public String getMetricsSchemaUri ()
Output only. Points to a YAML file stored on Google Cloud Storage describing the
metrics of this ModelEvaluationSlice. The
schema is defined as an OpenAPI 3.0.2 Schema
Object .
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
Type Description String The metricsSchemaUri.
public ByteString getMetricsSchemaUriBytes ()
Output only. Points to a YAML file stored on Google Cloud Storage describing the
metrics of this ModelEvaluationSlice. The
schema is defined as an OpenAPI 3.0.2 Schema
Object .
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
Type Description ByteString The bytes for metricsSchemaUri.
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
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Type Description String The name.
public ByteString getNameBytes ()
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];
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public Parser<ModelEvaluationSlice> getParserForType ()
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Overrides
public int getSerializedSize ()
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Overrides
public ModelEvaluationSlice . Slice getSlice ()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
public ModelEvaluationSlice . SliceOrBuilder getSliceOrBuilder ()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
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public final UnknownFieldSet getUnknownFields ()
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Overrides
public boolean hasCreateTime ()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
Type Description boolean Whether the createTime field is set.
public boolean hasMetrics ()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored
in metrics_schema_uri
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];
Returns
Type Description boolean Whether the metrics field is set.
public boolean hasSlice ()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1beta1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
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Type Description boolean Whether the slice field is set.
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Overrides
protected GeneratedMessageV3 . FieldAccessorTable internalGetFieldAccessorTable ()
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public final boolean isInitialized ()
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Overrides
public ModelEvaluationSlice . Builder newBuilderForType ()
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protected ModelEvaluationSlice . Builder newBuilderForType ( GeneratedMessageV3 . BuilderParent parent )
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protected Object newInstance ( GeneratedMessageV3 . UnusedPrivateParameter unused )
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public ModelEvaluationSlice . Builder toBuilder ()
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public void writeTo ( CodedOutputStream output )
Parameter
Overrides
Exceptions
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Last updated 2025-01-27 UTC.
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