public sealed class Dataset : IMessage<Dataset>, IEquatable<Dataset>, IDeepCloneable<Dataset>, IBufferMessage, IMessageReference documentation and code samples for the Google AutoML v1 API class Dataset.
A workspace for solving a single, particular machine learning (ML) problem. A workspace contains examples that may be annotated.
Namespace
Google.Cloud.AutoML.V1Assembly
Google.Cloud.AutoML.V1.dll
Constructors
Dataset()
public Dataset()Dataset(Dataset)
public Dataset(Dataset other)| Parameter | |
|---|---|
| Name | Description |
other | Dataset |
Properties
CreateTime
public Timestamp CreateTime { get; set; }Output only. Timestamp when this dataset was created.
| Property Value | |
|---|---|
| Type | Description |
Timestamp | |
DatasetMetadataCase
public Dataset.DatasetMetadataOneofCase DatasetMetadataCase { get; }| Property Value | |
|---|---|
| Type | Description |
DatasetDatasetMetadataOneofCase | |
DatasetName
public DatasetName DatasetName { get; set; }DatasetName-typed view over the Name resource name property.
| Property Value | |
|---|---|
| Type | Description |
DatasetName | |
Description
public string Description { get; set; }User-provided description of the dataset. The description can be up to 25000 characters long.
| Property Value | |
|---|---|
| Type | Description |
string | |
DisplayName
public string DisplayName { get; set; }Required. The name of the dataset to show in the interface. The name can be up to 32 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscores (_), and ASCII digits 0-9.
| Property Value | |
|---|---|
| Type | Description |
string | |
Etag
public string Etag { get; set; }Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
| Property Value | |
|---|---|
| Type | Description |
string | |
ExampleCount
public int ExampleCount { get; set; }Output only. The number of examples in the dataset.
| Property Value | |
|---|---|
| Type | Description |
int | |
ImageClassificationDatasetMetadata
public ImageClassificationDatasetMetadata ImageClassificationDatasetMetadata { get; set; }Metadata for a dataset used for image classification.
| Property Value | |
|---|---|
| Type | Description |
ImageClassificationDatasetMetadata | |
ImageObjectDetectionDatasetMetadata
public ImageObjectDetectionDatasetMetadata ImageObjectDetectionDatasetMetadata { get; set; }Metadata for a dataset used for image object detection.
| Property Value | |
|---|---|
| Type | Description |
ImageObjectDetectionDatasetMetadata | |
Labels
public MapField<string, string> Labels { get; }Optional. The labels with user-defined metadata to organize your dataset.
Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. Label values are optional. Label keys must start with a letter.
See https://goo.gl/xmQnxf for more information on and examples of labels.
| Property Value | |
|---|---|
| Type | Description |
MapFieldstringstring | |
Name
public string Name { get; set; }Output only. The resource name of the dataset.
Form: projects/{project_id}/locations/{location_id}/datasets/{dataset_id}
| Property Value | |
|---|---|
| Type | Description |
string | |
TextClassificationDatasetMetadata
public TextClassificationDatasetMetadata TextClassificationDatasetMetadata { get; set; }Metadata for a dataset used for text classification.
| Property Value | |
|---|---|
| Type | Description |
TextClassificationDatasetMetadata | |
TextExtractionDatasetMetadata
public TextExtractionDatasetMetadata TextExtractionDatasetMetadata { get; set; }Metadata for a dataset used for text extraction.
| Property Value | |
|---|---|
| Type | Description |
TextExtractionDatasetMetadata | |
TextSentimentDatasetMetadata
public TextSentimentDatasetMetadata TextSentimentDatasetMetadata { get; set; }Metadata for a dataset used for text sentiment.
| Property Value | |
|---|---|
| Type | Description |
TextSentimentDatasetMetadata | |
TranslationDatasetMetadata
public TranslationDatasetMetadata TranslationDatasetMetadata { get; set; }Metadata for a dataset used for translation.
| Property Value | |
|---|---|
| Type | Description |
TranslationDatasetMetadata | |