public static final class ModelEvaluationSlice.Builder extends com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder> 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.v1.ModelEvaluationSlicegetAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setUnknownFieldSetBuilder, setUnknownFieldsProto3findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toStringaddAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, newUninitializedMessageExceptionequals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, waitpublic static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder clear()
clear in interface com.google.protobuf.Message.Builderclear in interface com.google.protobuf.MessageLite.Builderclear in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()
getDescriptorForType in interface com.google.protobuf.Message.BuildergetDescriptorForType in interface com.google.protobuf.MessageOrBuildergetDescriptorForType in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilderpublic ModelEvaluationSlice build()
build in interface com.google.protobuf.Message.Builderbuild in interface com.google.protobuf.MessageLite.Builderpublic ModelEvaluationSlice buildPartial()
buildPartial in interface com.google.protobuf.Message.BuilderbuildPartial in interface com.google.protobuf.MessageLite.Builderpublic ModelEvaluationSlice.Builder clone()
clone in interface com.google.protobuf.Message.Builderclone in interface com.google.protobuf.MessageLite.Builderclone in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder setField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
setField in interface com.google.protobuf.Message.BuildersetField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder clearField(com.google.protobuf.Descriptors.FieldDescriptor field)
clearField in interface com.google.protobuf.Message.BuilderclearField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder clearOneof(com.google.protobuf.Descriptors.OneofDescriptor oneof)
clearOneof in interface com.google.protobuf.Message.BuilderclearOneof in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder setRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, int index, Object value)
setRepeatedField in interface com.google.protobuf.Message.BuildersetRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder addRepeatedField(com.google.protobuf.Descriptors.FieldDescriptor field, Object value)
addRepeatedField in interface com.google.protobuf.Message.BuilderaddRepeatedField in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder mergeFrom(com.google.protobuf.Message other)
mergeFrom in interface com.google.protobuf.Message.BuildermergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder mergeFrom(ModelEvaluationSlice other)
public final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public ModelEvaluationSlice.Builder mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
mergeFrom in interface com.google.protobuf.Message.BuildermergeFrom in interface com.google.protobuf.MessageLite.BuildermergeFrom in class com.google.protobuf.AbstractMessage.Builder<ModelEvaluationSlice.Builder>IOExceptionpublic String getName()
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];getName in interface ModelEvaluationSliceOrBuilderpublic com.google.protobuf.ByteString getNameBytes()
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];getNameBytes in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Builder setName(String value)
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];value - The name to set.public ModelEvaluationSlice.Builder clearName()
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];public ModelEvaluationSlice.Builder setNameBytes(com.google.protobuf.ByteString value)
Output only. The resource name of the ModelEvaluationSlice.
string name = 1 [(.google.api.field_behavior) = OUTPUT_ONLY];value - The bytes for name to set.public boolean hasSlice()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasSlice in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Slice getSlice()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
getSlice in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Builder setSlice(ModelEvaluationSlice.Slice value)
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder setSlice(ModelEvaluationSlice.Slice.Builder builderForValue)
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder mergeSlice(ModelEvaluationSlice.Slice value)
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder clearSlice()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Slice.Builder getSliceBuilder()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.SliceOrBuilder getSliceOrBuilder()
Output only. The slice of the test data that is used to evaluate the Model.
.google.cloud.aiplatform.v1.ModelEvaluationSlice.Slice slice = 2 [(.google.api.field_behavior) = OUTPUT_ONLY];
getSliceOrBuilder in interface ModelEvaluationSliceOrBuilderpublic String getMetricsSchemaUri()
Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 [Schema Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];getMetricsSchemaUri in interface ModelEvaluationSliceOrBuilderpublic com.google.protobuf.ByteString getMetricsSchemaUriBytes()
Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 [Schema Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];getMetricsSchemaUriBytes in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Builder setMetricsSchemaUri(String value)
Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 [Schema Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];value - The metricsSchemaUri to set.public ModelEvaluationSlice.Builder clearMetricsSchemaUri()
Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 [Schema Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];public ModelEvaluationSlice.Builder setMetricsSchemaUriBytes(com.google.protobuf.ByteString value)
Output only. Points to a YAML file stored on Google Cloud Storage describing the [metrics][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics] of this ModelEvaluationSlice. The schema is defined as an OpenAPI 3.0.2 [Schema Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject).
string metrics_schema_uri = 3 [(.google.api.field_behavior) = OUTPUT_ONLY];value - The bytes for metricsSchemaUri to set.public boolean hasMetrics()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];hasMetrics in interface ModelEvaluationSliceOrBuilderpublic com.google.protobuf.Value getMetrics()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];getMetrics in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Builder setMetrics(com.google.protobuf.Value value)
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];public ModelEvaluationSlice.Builder setMetrics(com.google.protobuf.Value.Builder builderForValue)
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];public ModelEvaluationSlice.Builder mergeMetrics(com.google.protobuf.Value value)
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];public ModelEvaluationSlice.Builder clearMetrics()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];public com.google.protobuf.Value.Builder getMetricsBuilder()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];public com.google.protobuf.ValueOrBuilder getMetricsOrBuilder()
Output only. Sliced evaluation metrics of the Model. The schema of the metrics is stored in [metrics_schema_uri][google.cloud.aiplatform.v1.ModelEvaluationSlice.metrics_schema_uri]
.google.protobuf.Value metrics = 4 [(.google.api.field_behavior) = OUTPUT_ONLY];getMetricsOrBuilder in interface ModelEvaluationSliceOrBuilderpublic boolean hasCreateTime()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasCreateTime in interface ModelEvaluationSliceOrBuilderpublic com.google.protobuf.Timestamp getCreateTime()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
getCreateTime in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Builder setCreateTime(com.google.protobuf.Timestamp value)
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder setCreateTime(com.google.protobuf.Timestamp.Builder builderForValue)
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder mergeCreateTime(com.google.protobuf.Timestamp value)
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder clearCreateTime()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public com.google.protobuf.Timestamp.Builder getCreateTimeBuilder()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
public com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()
Output only. Timestamp when this ModelEvaluationSlice was created.
.google.protobuf.Timestamp create_time = 5 [(.google.api.field_behavior) = OUTPUT_ONLY];
getCreateTimeOrBuilder in interface ModelEvaluationSliceOrBuilderpublic boolean hasModelExplanation()
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
hasModelExplanation in interface ModelEvaluationSliceOrBuilderpublic ModelExplanation getModelExplanation()
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
getModelExplanation in interface ModelEvaluationSliceOrBuilderpublic ModelEvaluationSlice.Builder setModelExplanation(ModelExplanation value)
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder setModelExplanation(ModelExplanation.Builder builderForValue)
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder mergeModelExplanation(ModelExplanation value)
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelEvaluationSlice.Builder clearModelExplanation()
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelExplanation.Builder getModelExplanationBuilder()
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
public ModelExplanationOrBuilder getModelExplanationOrBuilder()
Output only. Aggregated explanation metrics for the Model's prediction output over the data this ModelEvaluation uses. This field is populated only if the Model is evaluated with explanations, and only for tabular Models.
.google.cloud.aiplatform.v1.ModelExplanation model_explanation = 6 [(.google.api.field_behavior) = OUTPUT_ONLY];
getModelExplanationOrBuilder in interface ModelEvaluationSliceOrBuilderpublic final ModelEvaluationSlice.Builder setUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
setUnknownFields in interface com.google.protobuf.Message.BuildersetUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>public final ModelEvaluationSlice.Builder mergeUnknownFields(com.google.protobuf.UnknownFieldSet unknownFields)
mergeUnknownFields in interface com.google.protobuf.Message.BuildermergeUnknownFields in class com.google.protobuf.GeneratedMessageV3.Builder<ModelEvaluationSlice.Builder>Copyright © 2023 Google LLC. All rights reserved.