Class/Object

ml.combust.bundle.dsl

Model

Related Docs: object Model | package dsl

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case class Model(op: String, attributes: Option[AttributeList] = None) extends HasAttributeList[Model] with Product with Serializable

Class that encodes all information need to serialize or deserialize a machine learning model.

Models encode things like coefficients for linear regressions, labels for string indexers, sizes for one hot encoders, decision trees, and any other data needed to serialize and deserialize ML models and feature builders.

op

op name for the model

attributes

optional list of attributes for the model

Linear Supertypes
Serializable, Serializable, Product, Equals, HasAttributeList[Model], AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. Model
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. HasAttributeList
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new Model(op: String, attributes: Option[AttributeList] = None)

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    op

    op name for the model

    attributes

    optional list of attributes for the model

Value Members

  1. final def !=(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any

  3. final def ==(arg0: Any): Boolean

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    Definition Classes
    AnyRef → Any

  4. def asBundle(implicit hr: HasBundleRegistry): ModelDef

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    Convert to bundle model.

    Convert to bundle model.

    hr

    bundle registry from custom types

    returns

    bundle model definition

  5. final def asInstanceOf[T0]: T0

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    Definition Classes
    Any

  6. def attr(name: String): Attribute

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    Get an attribute.

    Get an attribute.

    Throws an error if it does not exist.

    name

    name of the attribute

    returns

    the attribute

    Definition Classes
    HasAttributeList

  7. val attributes: Option[AttributeList]

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    optional list of attributes for the model

    optional list of attributes for the model

    Definition Classes
    Model → HasAttributeList

  8. def clone(): AnyRef

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. final def eq(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  10. def finalize(): Unit

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    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  11. def getAttr(name: String): Option[Attribute]

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    Get an attribute as an option.

    Get an attribute as an option.

    name

    name of the attribute

    returns

    Some(attribute) or None if it is not in the list

    Definition Classes
    HasAttributeList

  12. final def getClass(): Class[_]

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    Definition Classes
    AnyRef → Any

  13. def getValue(name: String): Option[Value]

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    Get the Value of an attribute as an Option.

    Get the Value of an attribute as an Option.

    name

    name of the attribute

    returns

    Value of the attribute as an Option[Value], None if it does not exist

    Definition Classes
    HasAttributeList

  14. final def isInstanceOf[T0]: Boolean

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    Definition Classes
    Any

  15. final def ne(arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef

  16. final def notify(): Unit

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    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

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    Definition Classes
    AnyRef

  18. val op: String

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    op name for the model

  19. def replaceAttrList(list: Option[AttributeList]): Model

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    Replace the attributes with another list.

    Replace the attributes with another list.

    list

    attributes to use to replace

    returns

    copy of T with attributes replaced by list arg

    Definition Classes
    Model → HasAttributeList

  20. final def synchronized[T0](arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef

  21. def value(name: String): Value

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    Get the Value of an attribute.

    Get the Value of an attribute.

    Throws an error if that attribute does not exist.

    name

    name of the attribute

    returns

    Value of the attribute

    Definition Classes
    HasAttributeList

  22. final def wait(): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  23. final def wait(arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  24. final def wait(arg0: Long): Unit

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    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  25. def withAttr(name: String, value: Option[Value]): Model

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    Add an optional attribute to the list.

    Add an optional attribute to the list.

    name

    name of the attribute

    value

    optional value

    returns

    a copy of T with the attribute optionally added

    Definition Classes
    HasAttributeList

  26. def withAttr(name: String, value: Value): Model

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    Add an attribute to the list.

    Add an attribute to the list.

    name

    name of the attribute

    value

    value of the attribute

    returns

    a copy of T with the attribute added

    Definition Classes
    HasAttributeList

  27. def withAttrList(list: AttributeList): Model

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    Add a list of attributes to attributes.

    Add a list of attributes to attributes.

    Adds all attributes in the list argument to attributes.

    list

    list of attributes to add

    returns

    copy of T with all attributes added to attributes

    Definition Classes
    HasAttributeList

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from HasAttributeList[Model]

Inherited from AnyRef

Inherited from Any

Ungrouped