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public interface ModelMonitoringObjectiveSpecOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
getBaselineDataset()
public abstract ModelMonitoringInput getBaselineDataset()Baseline dataset. It could be the training dataset or production serving dataset from a previous period.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringInput |
The baselineDataset. |
getBaselineDatasetOrBuilder()
public abstract ModelMonitoringInputOrBuilder getBaselineDatasetOrBuilder()Baseline dataset. It could be the training dataset or production serving dataset from a previous period.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringInputOrBuilder |
|
getExplanationSpec()
public abstract ExplanationSpec getExplanationSpec()The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.
.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;
| Returns | |
|---|---|
| Type | Description |
ExplanationSpec |
The explanationSpec. |
getExplanationSpecOrBuilder()
public abstract ExplanationSpecOrBuilder getExplanationSpecOrBuilder()The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.
.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;
| Returns | |
|---|---|
| Type | Description |
ExplanationSpecOrBuilder |
|
getObjectiveCase()
public abstract ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveSpec.ObjectiveCase |
|
getTabularObjective()
public abstract ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()Tabular monitoring objective.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveSpec.TabularObjective |
The tabularObjective. |
getTabularObjectiveOrBuilder()
public abstract ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()Tabular monitoring objective.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder |
|
getTargetDataset()
public abstract ModelMonitoringInput getTargetDataset()Target dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringInput |
The targetDataset. |
getTargetDatasetOrBuilder()
public abstract ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()Target dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringInputOrBuilder |
|
hasBaselineDataset()
public abstract boolean hasBaselineDataset()Baseline dataset. It could be the training dataset or production serving dataset from a previous period.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the baselineDataset field is set. |
hasExplanationSpec()
public abstract boolean hasExplanationSpec()The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.
.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the explanationSpec field is set. |
hasTabularObjective()
public abstract boolean hasTabularObjective()Tabular monitoring objective.
.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the tabularObjective field is set. |
hasTargetDataset()
public abstract boolean hasTargetDataset()Target dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the targetDataset field is set. |