Serialized Form

Package org.tribuo.classification.sgd.crf

Class org.tribuo.classification.sgd.crf.CRFModel

class CRFModel extends ConfidencePredictingSequenceModel implements Serializable

serialVersionUID:

2L

Serialized Fields

confidenceType

CRFModel.ConfidenceType confidenceType

parameters

CRFParameters parameters

Class org.tribuo.classification.sgd.crf.CRFParameters

class CRFParameters extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

biases

DenseVector biases

featureLabelWeights

DenseMatrix featureLabelWeights

labelLabelWeights

DenseMatrix labelLabelWeights

numFeatures

int numFeatures

numLabels

int numLabels

weights

Tensor[] weights

This variable is an array with 3 elements corresponding to the three weight matrices.

Package org.tribuo.classification.sgd.fm

Class org.tribuo.classification.sgd.fm.FMClassificationModel

class FMClassificationModel extends AbstractFMModel<Label> implements Serializable

serialVersionUID:

1L

Serialized Fields

normalizer

VectorNormalizer normalizer

Package org.tribuo.classification.sgd.kernel

Class org.tribuo.classification.sgd.kernel.KernelSVMModel

class KernelSVMModel extends org.tribuo.Model<Label> implements Serializable

serialVersionUID:

2L

Serialized Fields

kernel

Kernel kernel

supportVectors

SparseVector[] supportVectors

weights

DenseMatrix weights

Package org.tribuo.classification.sgd.linear

Class org.tribuo.classification.sgd.linear.LinearSGDModel

class LinearSGDModel extends AbstractLinearSGDModel<Label> implements Serializable

serialVersionUID:

2L

Serialization Methods

readObject

private void readObject(ObjectInputStream in)
                 throws IOException,
ClassNotFoundException

Throws:

IOException

ClassNotFoundException

Serialized Fields

normalizer

VectorNormalizer normalizer

weights

DenseMatrix weights

Deprecated.