Class FilterSplit

public sealed class FilterSplit : IMessage<FilterSplit>, IEquatable<FilterSplit>, IDeepCloneable<FilterSplit>, IBufferMessage, IMessage

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.

Inheritance

Object > FilterSplit

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FilterSplit()

public FilterSplit()

FilterSplit(FilterSplit)

public FilterSplit(FilterSplit other)
Parameter
NameDescription
otherFilterSplit

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
TypeDescription
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
TypeDescription
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
TypeDescription
String