Package software.amazon.awssdk.services.sagemaker.model

Class AutoMLDataSplitConfig

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.AutoMLDataSplitConfig
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<AutoMLDataSplitConfig.Builder,AutoMLDataSplitConfig>
@Generated("software.amazon.awssdk:codegen") public final class AutoMLDataSplitConfig extends Object implements SdkPojo, Serializable, ToCopyableBuilder<AutoMLDataSplitConfig.Builder,AutoMLDataSplitConfig>

This structure specifies how to split the data into train and validation datasets.

The validation and training datasets must contain the same headers. For jobs created by calling CreateAutoMLJob, the validation dataset must be less than 2 GB in size.

See Also:

  • Method Details

    • validationFraction

      public final Float validationFraction()

      The validation fraction (optional) is a float that specifies the portion of the training dataset to be used for validation. The default value is 0.2, and values must be greater than 0 and less than 1. We recommend setting this value to be less than 0.5.

      Returns:
      The validation fraction (optional) is a float that specifies the portion of the training dataset to be used for validation. The default value is 0.2, and values must be greater than 0 and less than 1. We recommend setting this value to be less than 0.5.

    • toBuilder

      public AutoMLDataSplitConfig.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<AutoMLDataSplitConfig.Builder,AutoMLDataSplitConfig>
      Returns:
      a builder for type T

    • builder

      public static AutoMLDataSplitConfig.Builder builder()

    • serializableBuilderClass

      public static Class<? extends AutoMLDataSplitConfig.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final String toString()
      Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.