ltrlib
API
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ltrlib/io.github.metarank.ltrlib/io.github.metarank.ltrlib.ranking/io.github.metarank.ltrlib.ranking.pointwise/LogRegRanker

LogRegRanker

io.github.metarank.ltrlib.ranking.pointwise.LogRegRanker
See theLogRegRanker companion class
object LogRegRanker

Attributes

Companion
class
Graph
Supertypes
trait Product
trait Mirror
class Object
trait Matchable
class Any
Self type

Members list

Type members

Classlikes

case class BatchSGD(iterations: Int, batchSize: Int, learnRate: Double) extends RegressionOptions

Attributes

Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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case class CategoryFeatureWeight(feature: CategoryFeature, weight: Double) extends FeatureWeight

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Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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sealed trait FeatureWeight

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Supertypes
class Object
trait Matchable
class Any
Known subtypes
case class LogRegModel(weights: List[FeatureWeight], intercept: Double) extends Model

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Supertypes
trait Serializable
trait Product
trait Equals
trait Model
class Object
trait Matchable
class Any
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case class NoOptions()

Attributes

Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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case class RegWeights(intercept: Double, weights: RealVector)

Attributes

Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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sealed trait RegressionOptions

Attributes

Supertypes
class Object
trait Matchable
class Any
Known subtypes
class BatchSGD
class SGD
case class SGD(iterations: Int, learnRate: Double) extends RegressionOptions

Attributes

Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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case class SingularFeatureWeight(feature: SingularFeature, weight: Double) extends FeatureWeight

Attributes

Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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case class VectorFeatureWeight(feature: VectorFeature, weights: Array[Double]) extends FeatureWeight

Attributes

Supertypes
trait Serializable
trait Product
trait Equals
class Object
trait Matchable
class Any
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Inherited types

type MirroredElemLabels <: Tuple

The names of the product elements

The names of the product elements

Attributes

Inherited from:
Mirror
type MirroredLabel <: String

The name of the type

The name of the type

Attributes

Inherited from:
Mirror
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