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public sealed class FilterSplit : IMessage<FilterSplit>, IEquatable<FilterSplit>, IDeepCloneable<FilterSplit>, IBufferMessage, IMessage
Reference documentation and code samples for the Cloud AI Platform v1 API class FilterSplit.
Assigns input data to training, validation, and test sets based on the given filters, data pieces not matched by any filter are ignored. Currently only supported for Datasets containing DataItems. If any of the filters in this message are to match nothing, then they can be set as '-' (the minus sign).
Supported only for unstructured Datasets.
Implements
IMessageFilterSplit, IEquatableFilterSplit, IDeepCloneableFilterSplit, IBufferMessage, IMessageNamespace
GoogleCloudGoogle.Cloud.AIPlatformV1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
FilterSplit()
public FilterSplit()
FilterSplit(FilterSplit)
public FilterSplit(FilterSplit other)
Parameter | |
---|---|
Name | Description |
other | FilterSplit |
Properties
TestFilter
public string TestFilter { get; set; }
Required. A filter on DataItems of the Dataset. DataItems that match this filter are used to test the Model. A filter with same syntax as the one used in [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems] may be used. If a single DataItem is matched by more than one of the FilterSplit filters, then it is assigned to the first set that applies to it in the training, validation, test order.
Property Value | |
---|---|
Type | Description |
string |
TrainingFilter
public string TrainingFilter { get; set; }
Required. A filter on DataItems of the Dataset. DataItems that match this filter are used to train the Model. A filter with same syntax as the one used in [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems] may be used. If a single DataItem is matched by more than one of the FilterSplit filters, then it is assigned to the first set that applies to it in the training, validation, test order.
Property Value | |
---|---|
Type | Description |
string |
ValidationFilter
public string ValidationFilter { get; set; }
Required. A filter on DataItems of the Dataset. DataItems that match this filter are used to validate the Model. A filter with same syntax as the one used in [DatasetService.ListDataItems][google.cloud.aiplatform.v1.DatasetService.ListDataItems] may be used. If a single DataItem is matched by more than one of the FilterSplit filters, then it is assigned to the first set that applies to it in the training, validation, test order.
Property Value | |
---|---|
Type | Description |
string |