com.stripe.brushfire

Instance

Related Docs: object Instance | package brushfire

case class Instance[K, V, T](id: String, timestamp: Long, features: Map[K, V], target: T) extends Product with Serializable

Represents a single instance of training data.

K

feature names

V

feature values

T

target distribution

id

an identifier unique to this instance

timestamp

the time this instance was observed

features

a map of named features that make up this instance

target

a distribution of predictions or labels for this instance

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Serializable, Serializable, Product, Equals, AnyRef, Any
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Instance Constructors

  1. new Instance(id: String, timestamp: Long, features: Map[K, V], target: T)

    create a new instance

    create a new instance

    id

    an identifier unique to this instance

    timestamp

    the time this instance was observed

    features

    a map of named features that make up this instance

    target

    a distribution of predictions or labels for this instance

Value Members

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

    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Definition Classes
    AnyRef → Any

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

    Definition Classes
    AnyRef → Any

  4. final def asInstanceOf[T0]: T0

    Definition Classes
    Any

  5. def clone(): AnyRef

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

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

    Definition Classes
    AnyRef

  7. val features: Map[K, V]

    a map of named features that make up this instance

  8. def finalize(): Unit

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

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

    Definition Classes
    AnyRef → Any

  10. val id: String

    an identifier unique to this instance

  11. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any

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

    Definition Classes
    AnyRef

  13. final def notify(): Unit

    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

    Definition Classes
    AnyRef

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

    Definition Classes
    AnyRef

  16. val target: T

    a distribution of predictions or labels for this instance

  17. val timestamp: Long

    the time this instance was observed

  18. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

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

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from AnyRef

Inherited from Any

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