Trait

io.github.mandar2812.dynaml.models

Model

Related Doc: package models

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trait Model[T, Q, R] extends AnyRef

Basic Higher Level abstraction for Machine Learning models.

T

The type of the training & test data

Q

The type of a single input pattern

R

The type of a single output pattern

Linear Supertypes
AnyRef, Any
Known Subclasses
AbstractDualLSSVM, AbstractGPClassification, AbstractGPRegressionModel, AbstractSTPRegressionModel, CommitteeModel, CommitteeNetwork, ContinuousMixtureModel, ContinuousProcessModel, DLSSVM, ESGPModel, FeedForwardNetwork, GPBasisFuncRegressionModel, GPCommitteeRegression, GPNarModel, GPNarXModel, GPOperatorModel, GPRegression, GPTimeSeries, GaussianProcessMixture, GenContinuousMixtureModel, GeneralizedLeastSquaresModel, GeneralizedLinearModel, GenericFFNeuralNet, GenericGLM, KernelSparkModel, KernelizedModel, KroneckerGPRegressionModel, KroneckerMOGPModel, LSSVMCommittee, LSSVMSparkModel, LaplaceBinaryGPC, LinearModel, LogGaussianProcessModel, LogisticGLM, MOGPRegressionModel, MOStudentTRegression, MTGPRegressionModel, MTStudentTRegression, MVStudentsTModel, MVTMixture, MetaModel, NeuralNet, NeuralNetwork, ParameterizedLearner, ProbitGLM, RegularizedGLM, SecondOrderProcessModel, SparkGLM, SparkLogisticGLM, SparkProbitGLM, StochasticProcessMixtureModel, StochasticProcessModel, StudentTProcessMixture, StudentTRegression, SubsampledDualLSSVM, WarpedGPModel
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Abstract Value Members

  1. abstract val g: T

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    The training data

    The training data

    Attributes
    protected

  2. abstract def predict(point: Q): R

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    Predict the value of the target variable given a point.

Concrete Value Members

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

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

  6. def data: T

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

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  8. def equals(arg0: Any): Boolean

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  9. def finalize(): Unit

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    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

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  11. def hashCode(): Int

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  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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  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. final def wait(): Unit

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    @throws( ... )

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

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    @throws( ... )

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

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