c

io.citrine.lolo.linear

LinearRegressionModel

class LinearRegressionModel extends Model[LinearRegressionResult]

Linear regression model as a coefficient vector and intercept

Linear Supertypes
Model[LinearRegressionResult], Serializable, Serializable, AnyRef, Any
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  1. LinearRegressionModel
  2. Model
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Instance Constructors

  1. new LinearRegressionModel(beta: DenseVector[Double], intercept: Double, indices: Option[(Vector[Int], Int)] = None)

    beta

    coefficient vector

    intercept

    intercept

    indices

    optional indices from which to extract real features

Value Members

  1. final def !=(arg0: Any): Boolean
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  2. final def ##(): Int
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  3. final def ==(arg0: Any): Boolean
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  4. final def asInstanceOf[T0]: T0
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  5. def clone(): AnyRef
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    @native() @throws( ... )
  6. final def eq(arg0: AnyRef): Boolean
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  7. def equals(arg0: Any): Boolean
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  8. def finalize(): Unit
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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )
  9. def getBeta(): Vector[Double]

    Get the beta from the linear model \beta^T X = y

    Get the beta from the linear model \beta^T X = y

    returns

    beta as a vector of double

  10. final def getClass(): Class[_]
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    @native()
  11. def hashCode(): Int
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    @native()
  12. final def isInstanceOf[T0]: Boolean
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  13. final def ne(arg0: AnyRef): Boolean
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  14. final def notify(): Unit
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    @native()
  15. final def notifyAll(): Unit
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  16. final def synchronized[T0](arg0: ⇒ T0): T0
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  17. def toString(): String
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  18. def transform(inputs: Seq[Vector[Any]]): LinearRegressionResult

    Apply the model to a seq of inputs

    Apply the model to a seq of inputs

    inputs

    to apply the model to

    returns

    a predictionresult which includes, at least, the expected outputs

    Definition Classes
    LinearRegressionModel → Model
  19. final def wait(): Unit
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    @throws( ... )
  20. final def wait(arg0: Long, arg1: Int): Unit
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  21. final def wait(arg0: Long): Unit
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Inherited from Model[LinearRegressionResult]

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

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