SegmentationModel

A model that runs the subModel and returns the label associated with the segment in which the inner model's score falls. This is done via a linear scan of the thresholds.

U: upper type bound for output of model and all submodels.
SN: submodel's natural type
N: segmentation model's natural type
A: the model input type
B: the model's ultimate output type
modelId: a model identifier
submodel: a sub model
thresholds: a sequence of ordered thresholds against which
labels: a set of labesl to use
thresholdOrdering: an implicit ordering

Linear Supertypes

Serializable, Serializable, Product, Equals, SubmodelBase[U, N, A, B], Model[A, B], (A) ⇒ B, Submodel[N, A, B], Closeable, AutoCloseable, Identifiable[ModelIdentity], AnyRef, Any

Instance Constructors

new SegmentationModel(modelId: ModelIdentity, submodel: Submodel[SN, A, U], thresholds: IndexedSeq[SN], labels: IndexedSeq[N], auditor: Auditor[U, N, B])(implicit thresholdOrdering: Ordering[SN])

modelId
a model identifier
submodel
a sub model
thresholds
a sequence of ordered thresholds against which
labels
a set of labesl to use
thresholdOrdering
an implicit ordering

Value Members

final def !=(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def !=(arg0: Any): Boolean

Definition Classes
Any
final def ##(): Int

Definition Classes
AnyRef → Any
final def ==(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def ==(arg0: Any): Boolean

Definition Classes
Any
def andThen[A](g: (B) ⇒ A): (A) ⇒ A

Definition Classes
Function1
Annotations
@unspecialized()
final def apply(a: A): B

Definition Classes
SubmodelBase → Function1
final def asInstanceOf[T0]: T0

Definition Classes
Any
val auditor: Auditor[U, N, B]

Definition Classes
SegmentationModel → SubmodelBase
def clone(): AnyRef

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( ... )
def close(): Unit

Definition Classes
SegmentationModel → SubmodelBase → Closeable → AutoCloseable
def compose[A](g: (A) ⇒ A): (A) ⇒ B

Definition Classes
Function1
Annotations
@unspecialized()
final def eq(arg0: AnyRef): Boolean

Definition Classes
AnyRef
def failure(errorMsgs: ⇒ Seq[String] = Nil, missingVarNames: ⇒ Set[String] = Set.empty, subvalues: Seq[U] = Nil): Subvalue[B, N]

Attributes
protected[this]
Definition Classes
SubmodelBase
def finalize(): Unit

Attributes
protected[java.lang]
Definition Classes
AnyRef
Annotations
@throws( classOf[java.lang.Throwable] )
final def getClass(): Class[_]

Definition Classes
AnyRef → Any
final def isInstanceOf[T0]: Boolean

Definition Classes
Any
val labels: IndexedSeq[N]

a set of labesl to use
val modelId: ModelIdentity

a model identifier
a model identifier

Definition Classes
SegmentationModel → Identifiable
final def ne(arg0: AnyRef): Boolean

Definition Classes
AnyRef
final def notify(): Unit

Definition Classes
AnyRef
final def notifyAll(): Unit

Definition Classes
AnyRef
val submodel: Submodel[SN, A, U]

a sub model
def subvalue(a: A): Subvalue[B, N]

Definition Classes
SegmentationModel → Submodel
def success(naturalValue: N, errorMsgs: ⇒ Seq[String] = Nil, missingVarNames: ⇒ Set[String] = Set.empty, subvalues: Seq[U] = Nil, prob: ⇒ Option[Float] = None): Subvalue[B, N]

Attributes
protected[this]
Definition Classes
SubmodelBase
final def synchronized[T0](arg0: ⇒ T0): T0

Definition Classes
AnyRef
val thresholds: IndexedSeq[SN]

a sequence of ordered thresholds against which
def toString(): String

Definition Classes
Function1 → AnyRef → Any
final def wait(): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long, arg1: Int): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )
final def wait(arg0: Long): Unit

Definition Classes
AnyRef
Annotations
@throws( ... )

case class SegmentationModel[U, SN, N, A, B <: U](modelId: ModelIdentity, submodel: Submodel[SN, A, U], thresholds: IndexedSeq[SN], labels: IndexedSeq[N], auditor: Auditor[U, N, B])(implicit thresholdOrdering: Ordering[SN]) extends SubmodelBase[U, N, A, B] with Product with Serializable

Instance Constructors

new SegmentationModel(modelId: ModelIdentity, submodel: Submodel[SN, A, U], thresholds: IndexedSeq[SN], labels: IndexedSeq[N], auditor: Auditor[U, N, B])(implicit thresholdOrdering: Ordering[SN])

Value Members

final def !=(arg0: AnyRef): Boolean

final def !=(arg0: Any): Boolean

final def ##(): Int

final def ==(arg0: AnyRef): Boolean

final def ==(arg0: Any): Boolean

def andThen[A](g: (B) ⇒ A): (A) ⇒ A

final def apply(a: A): B

final def asInstanceOf[T0]: T0

val auditor: Auditor[U, N, B]

def clone(): AnyRef

def close(): Unit

def compose[A](g: (A) ⇒ A): (A) ⇒ B

final def eq(arg0: AnyRef): Boolean

def failure(errorMsgs: ⇒ Seq[String] = Nil, missingVarNames: ⇒ Set[String] = Set.empty, subvalues: Seq[U] = Nil): Subvalue[B, N]

def finalize(): Unit

final def getClass(): Class[_]

final def isInstanceOf[T0]: Boolean

val labels: IndexedSeq[N]

val modelId: ModelIdentity

final def ne(arg0: AnyRef): Boolean

final def notify(): Unit

final def notifyAll(): Unit

val submodel: Submodel[SN, A, U]

def subvalue(a: A): Subvalue[B, N]

def success(naturalValue: N, errorMsgs: ⇒ Seq[String] = Nil, missingVarNames: ⇒ Set[String] = Set.empty, subvalues: Seq[U] = Nil, prob: ⇒ Option[Float] = None): Subvalue[B, N]

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

val thresholds: IndexedSeq[SN]

def toString(): String

final def wait(): Unit

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

final def wait(arg0: Long): Unit

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from SubmodelBase[U, N, A, B]

Inherited from Model[A, B]

Inherited from (A) ⇒ B

Inherited from Submodel[N, A, B]

Inherited from Closeable

Inherited from AutoCloseable

Inherited from Identifiable[ModelIdentity]

Inherited from AnyRef

Inherited from Any

Ungrouped