ml.combust.bundle.dsl

Model

case class Model(op: String, attributes: Attributes = Attributes.apply()) extends HasAttributes[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, HasAttributes[Model], AnyRef, Any
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Inherited
  1. Model
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. HasAttributes
  7. AnyRef
  8. Any
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Visibility
  1. Public
  2. All

Instance Constructors

  1. new Model(op: String, attributes: Attributes = Attributes.apply())

    op

    op name for the model

    attributes

    optional list of attributes for the model

Value Members

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

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  3. final def ##(): Int

    Definition Classes
    AnyRef → Any

  4. final def ==(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef

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

    Definition Classes
    Any

  6. def asBundle: bundle.Model

    Convert to bundle model.

    Convert to bundle model.

    returns

    bundle model definition

  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  8. val attributes: Attributes

    optional list of attributes for the model

    optional list of attributes for the model

    Definition Classes
    Model → HasAttributes

  9. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  11. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

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

    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
    HasAttributes

  14. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  16. final def notify(): Unit

    Definition Classes
    AnyRef

  17. final def notifyAll(): Unit

    Definition Classes
    AnyRef

  18. val op: String

    op name for the model

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

    Definition Classes
    AnyRef

  20. def value(name: String): Value

    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
    HasAttributes

  21. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  24. def withAttributes(attrs: Attributes): Model

    Replace the attributes with another list.

    Replace the attributes with another list.

    attrs

    attributes to use to replace

    returns

    copy of T with attributes replaced by list arg

    Definition Classes
    Model → HasAttributes

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

    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
    HasAttributes

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

    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
    HasAttributes

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from HasAttributes[Model]

Inherited from AnyRef

Inherited from Any

Ungrouped