Serialized Form

Package org.tribuo

Class org.tribuo.CategoricalIDInfo

class CategoricalIDInfo extends CategoricalInfo implements Serializable

serialVersionUID:

2L

Serialized Fields

id

int id

Class org.tribuo.CategoricalInfo

class CategoricalInfo extends SkeletalVariableInfo implements Serializable

serialVersionUID:

2L

Serialization Methods

readObject

private void readObject(ObjectInputStream in)
                 throws IOException,
ClassNotFoundException

Throws:

IOException

ClassNotFoundException

Serialized Fields

observedCount

long observedCount

The count of the observed value if it's only seen a single one.

observedValue

double observedValue

The observed value if it's only seen a single one.

valueCounts

Map<Double, com.oracle.labs.mlrg.olcut.util.MutableLong> valueCounts

The occurrence counts of each value.

Class org.tribuo.Dataset

class Dataset extends Object implements Serializable

serialVersionUID:

2L

Serialized Fields

data

List<Example<T extends Output<T>>> data

The data in this data set.

indices

int[] indices

The indices of the shuffled order.

outputFactory

OutputFactory<T extends Output<T>> outputFactory

A factory for making OutputInfo and Output of the appropriate type.

sourceProvenance

DataProvenance sourceProvenance

The provenance of the data source, extracted on construction.

tribuoVersion

String tribuoVersion

The Tribuo version which originally created this dataset

Class org.tribuo.Example

class Example extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

metadata

Map<String,Object> metadata

The example metadata.

output

T extends Output<T> output

The output associated with this example.

weight

float weight

The weight associated with this example.

Class org.tribuo.Feature

class Feature extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

name

String name

The feature name.

value

double value

The feature value.

Class org.tribuo.FeatureMap

class FeatureMap extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

m

Map<String, VariableInfo> m

Map from the feature names to their info.

Class org.tribuo.ImmutableDataset

class ImmutableDataset extends Dataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

dropInvalidExamples

boolean dropInvalidExamples

If true, instead of throwing an exception when an invalid Example is encountered, this Dataset will log a warning and drop it.

featureIDMap

ImmutableFeatureMap featureIDMap

A map from feature names to IDs for the features found in this dataset.

outputIDInfo

ImmutableOutputInfo<T extends Output<T>> outputIDInfo

Output information, and id numbers for outputs found in this dataset.

provenance

DatasetProvenance provenance

Class org.tribuo.ImmutableFeatureMap

class ImmutableFeatureMap extends FeatureMap implements Serializable

serialVersionUID:

1L

Serialized Fields

idMap

Map<Integer, VariableIDInfo> idMap

The map from id numbers to the feature infos.

size

int size

The number of features.

Class org.tribuo.Model

class Model extends Object implements Serializable

serialVersionUID:

2L

Serialized Fields

featureIDMap

ImmutableFeatureMap featureIDMap

The features this model knows about.

generatesProbabilities

boolean generatesProbabilities

Does this model generate probability distributions in the output.

name

String name

The model's name.

outputIDInfo

ImmutableOutputInfo<T extends Output<T>> outputIDInfo

The outputs this model predicts.

provenance

ModelProvenance provenance

The model provenance.

provenanceOutput

String provenanceOutput

The cached toString of the model provenance.

Mostly cached so it appears in the serialized output and can be read by grepping the binary.

Class org.tribuo.MutableDataset

class MutableDataset extends Dataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

dense

boolean dense

Denotes if this dataset contains implicit zeros or not.

featureMap

MutableFeatureMap featureMap

A map from feature names to feature info objects.

outputMap

MutableOutputInfo<T extends Output<T>> outputMap

Information about the outputs in this dataset.

transformProvenances

List<com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance> transformProvenances

The provenances of the transformations applied to this dataset.

Class org.tribuo.MutableFeatureMap

class MutableFeatureMap extends FeatureMap implements Serializable

serialVersionUID:

2L

Serialized Fields

convertHighCardinality

boolean convertHighCardinality

Class org.tribuo.Prediction

class Prediction extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

example

Example<T extends Output<T>> example

The example which was used to generate this prediction.

exampleSize

int exampleSize

How many features were set in the example.

numUsed

int numUsed

How many features were used by the model.

output

T extends Output<T> output

The output assigned by a model.

outputScores

Map<String, T extends Output<T>> outputScores

A map from output name to output object, which contains the score.

probability

boolean probability

Does outputScores contain probabilities or scores?

Class org.tribuo.RealIDInfo

class RealIDInfo extends RealInfo implements Serializable

serialVersionUID:

1L

Serialized Fields

id

int id

Class org.tribuo.RealInfo

class RealInfo extends SkeletalVariableInfo implements Serializable

serialVersionUID:

1L

Serialized Fields

max

double max

The maximum observed feature value.

mean

double mean

The feature mean.

min

double min

The minimum observed feature value.

sumSquares

double sumSquares

The sum of the squared feature values (used to compute the variance).

Class org.tribuo.SelectedFeatureSet

class SelectedFeatureSet extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

featureNames

List<String> featureNames

featureScores

List<Double> featureScores

isOrdered

boolean isOrdered

provenance

FeatureSetProvenance provenance

Class org.tribuo.SkeletalVariableInfo

class SkeletalVariableInfo extends Object implements Serializable

serialVersionUID:

2L

Serialized Fields

count

int count

How often the feature occurs in the dataset.

name

String name

The name of the feature.

Class org.tribuo.SparseModel

class SparseModel extends Model<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

activeFeatures

Map<String, List<String>> activeFeatures

Package org.tribuo.dataset

Class org.tribuo.dataset.DatasetView

class DatasetView extends ImmutableDataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

exampleIndices

int[] exampleIndices

innerDataset

Dataset<T extends Output<T>> innerDataset

sampled

boolean sampled

seed

long seed

size

int size

storeIndices

boolean storeIndices

tag

String tag

weighted

boolean weighted

Class org.tribuo.dataset.DatasetView.DatasetViewProvenance

class DatasetViewProvenance extends DatasetProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

indices

int[] indices

sampled

com.oracle.labs.mlrg.olcut.provenance.primitives.BooleanProvenance sampled

seed

com.oracle.labs.mlrg.olcut.provenance.primitives.LongProvenance seed

size

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance size

tag

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance tag

weighted

com.oracle.labs.mlrg.olcut.provenance.primitives.BooleanProvenance weighted

Class org.tribuo.dataset.MinimumCardinalityDataset

class MinimumCardinalityDataset extends ImmutableDataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

minCardinality

int minCardinality

numExamplesRemoved

int numExamplesRemoved

removed

Set<String> removed

Class org.tribuo.dataset.MinimumCardinalityDataset.MinimumCardinalityDatasetProvenance

class MinimumCardinalityDatasetProvenance extends DatasetProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

minCardinality

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance minCardinality

Class org.tribuo.dataset.SelectedFeatureDataset

class SelectedFeatureDataset extends ImmutableDataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

featureSet

SelectedFeatureSet featureSet

k

int k

numExamplesRemoved

int numExamplesRemoved

selectedFeatures

Set<String> selectedFeatures

Class org.tribuo.dataset.SelectedFeatureDataset.SelectedFeatureDatasetProvenance

class SelectedFeatureDatasetProvenance extends DatasetProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

datasetProvenance

DataProvenance datasetProvenance

featureSetProvenance

FeatureSetProvenance featureSetProvenance

k

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance k

Package org.tribuo.datasource

Class org.tribuo.datasource.AggregateConfigurableDataSource.AggregateConfigurableDataSourceProvenance

class AggregateConfigurableDataSourceProvenance extends com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance implements Serializable

serialVersionUID:

1L

Class org.tribuo.datasource.AggregateDataSource.AggregateDataSourceProvenance

class AggregateDataSourceProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance className

orderProvenance

com.oracle.labs.mlrg.olcut.provenance.primitives.EnumProvenance<AggregateDataSource.IterationOrder> orderProvenance

provenances

com.oracle.labs.mlrg.olcut.provenance.ListProvenance<DataSourceProvenance> provenances

Class org.tribuo.datasource.IDXDataSource.IDXDataSourceProvenance

class IDXDataSourceProvenance extends com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

dataSourceCreationTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance dataSourceCreationTime

featuresFileModifiedTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance featuresFileModifiedTime

featuresSHA256Hash

com.oracle.labs.mlrg.olcut.provenance.primitives.HashProvenance featuresSHA256Hash

featureType

com.oracle.labs.mlrg.olcut.provenance.primitives.EnumProvenance<IDXDataSource.IDXType> featureType

outputFileModifiedTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance outputFileModifiedTime

outputSHA256Hash

com.oracle.labs.mlrg.olcut.provenance.primitives.HashProvenance outputSHA256Hash

Class org.tribuo.datasource.LibSVMDataSource.LibSVMDataSourceProvenance

class LibSVMDataSourceProvenance extends com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

dataSourceCreationTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance dataSourceCreationTime

fileModifiedTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance fileModifiedTime

sha256Hash

com.oracle.labs.mlrg.olcut.provenance.primitives.HashProvenance sha256Hash

Package org.tribuo.ensemble

Class org.tribuo.ensemble.EnsembleModel

class EnsembleModel extends Model<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

models

List<Model<T extends Output<T>>> models

The list of models in this ensemble.

Class org.tribuo.ensemble.WeightedEnsembleModel

class WeightedEnsembleModel extends EnsembleModel<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

combiner

EnsembleCombiner<T extends Output<T>> combiner

The ensemble combination function.

weights

float[] weights

The ensemble member combination weights.

Package org.tribuo.evaluation

Class org.tribuo.evaluation.TrainTestSplitter.SplitDataSourceProvenance

class SplitDataSourceProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance className

innerSourceProvenance

DataSourceProvenance innerSourceProvenance

isTrain

com.oracle.labs.mlrg.olcut.provenance.primitives.BooleanProvenance isTrain

seed

com.oracle.labs.mlrg.olcut.provenance.primitives.LongProvenance seed

size

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance size

trainProportion

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance trainProportion

Package org.tribuo.evaluation.metrics

Class org.tribuo.evaluation.metrics.MetricID

class MetricID extends com.oracle.labs.mlrg.olcut.util.Pair<MetricTarget<T extends Output<T>>, String> implements Serializable

serialVersionUID:

1L

Package org.tribuo.hash

Class org.tribuo.hash.HashCodeHasher

class HashCodeHasher extends Hasher implements Serializable

serialVersionUID:

2L

Serialization Methods

readObject

private void readObject(ObjectInputStream in)
                 throws IOException,
ClassNotFoundException

Throws:

IOException

ClassNotFoundException

Class org.tribuo.hash.HashCodeHasher.HashCodeHasherProvenance

class HashCodeHasherProvenance extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.hash.HashedFeatureMap

class HashedFeatureMap extends ImmutableFeatureMap implements Serializable

serialVersionUID:

1L

Serialized Fields

hasher

Hasher hasher

Class org.tribuo.hash.Hasher

class Hasher extends Object implements Serializable

serialVersionUID:

2L

Class org.tribuo.hash.MessageDigestHasher

class MessageDigestHasher extends Hasher implements Serializable

serialVersionUID:

3L

Serialization Methods

readObject

private void readObject(ObjectInputStream in)
                 throws IOException,
ClassNotFoundException

Throws:

IOException

ClassNotFoundException

Serialized Fields

hashType

String hashType

provenance

MessageDigestHasher.MessageDigestHasherProvenance provenance

Class org.tribuo.hash.MessageDigestHasher.MessageDigestHasherProvenance

class MessageDigestHasherProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

hashType

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance hashType

Class org.tribuo.hash.ModHashCodeHasher

class ModHashCodeHasher extends Hasher implements Serializable

serialVersionUID:

2L

Serialization Methods

readObject

private void readObject(ObjectInputStream in)
                 throws IOException,
ClassNotFoundException

Throws:

IOException

ClassNotFoundException

Serialized Fields

dimension

int dimension

provenance

ModHashCodeHasher.ModHashCodeHasherProvenance provenance

Class org.tribuo.hash.ModHashCodeHasher.ModHashCodeHasherProvenance

class ModHashCodeHasherProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

dimension

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance dimension

Package org.tribuo.impl

Class org.tribuo.impl.ArrayExample

class ArrayExample extends Example<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

featureNames

String[] featureNames

Feature names array.

featureValues

double[] featureValues

Feature values array.

size

int size

Number of valid features in this example.

Class org.tribuo.impl.BinaryFeaturesExample

class BinaryFeaturesExample extends Example<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

featureNames

String[] featureNames

Feature names array.

size

int size

Number of valid features in this example.

Class org.tribuo.impl.IndexedArrayExample

class IndexedArrayExample extends ArrayExample<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

featureIDs

int[] featureIDs

Feature id numbers from the internal featureMap.

featureMap

ImmutableFeatureMap featureMap

outputID

int outputID

Output id from the internal output map. Note this only works for single dimensional outputs, in multi-dimensional cases it is likely to be -1.

outputMap

ImmutableOutputInfo<T extends Output<T>> outputMap

Class org.tribuo.impl.ListExample

class ListExample extends Example<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

features

List<Feature> features

Package org.tribuo.provenance

Class org.tribuo.provenance.DatasetProvenance

class DatasetProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

String className

isDense

boolean isDense

isSequence

boolean isSequence

numExamples

int numExamples

numFeatures

int numFeatures

numOutputs

int numOutputs

sourceProvenance

DataProvenance sourceProvenance

transformationProvenance

com.oracle.labs.mlrg.olcut.provenance.ListProvenance<com.oracle.labs.mlrg.olcut.provenance.ObjectProvenance> transformationProvenance

versionString

String versionString

Class org.tribuo.provenance.EnsembleModelProvenance

class EnsembleModelProvenance extends ModelProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

memberProvenance

com.oracle.labs.mlrg.olcut.provenance.ListProvenance<? extends ModelProvenance> memberProvenance

Class org.tribuo.provenance.EvaluationProvenance

class EvaluationProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance className

datasetProvenance

DataProvenance datasetProvenance

modelProvenance

ModelProvenance modelProvenance

versionString

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance versionString

Class org.tribuo.provenance.FeatureSetProvenance

class FeatureSetProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

String className

datasetProvenance

DatasetProvenance datasetProvenance

fsProvenance

FeatureSelectorProvenance fsProvenance

versionString

String versionString

Class org.tribuo.provenance.ModelProvenance

class ModelProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

archString

String archString

The system CPU architecture string.

className

String className

The name of the host class.

datasetProvenance

DatasetProvenance datasetProvenance

The dataset provenance.

instanceProvenance

com.oracle.labs.mlrg.olcut.provenance.MapProvenance<? extends com.oracle.labs.mlrg.olcut.provenance.Provenance> instanceProvenance

Any instance time information supplied by the users.

javaVersionString

String javaVersionString

The Java version string.

osString

String osString

The OS string.

time

OffsetDateTime time

The time the model was created.

trainerProvenance

TrainerProvenance trainerProvenance

Provenance of the trainer which created this model.

versionString

String versionString

The Tribuo version string.

Class org.tribuo.provenance.SimpleDataSourceProvenance

class SimpleDataSourceProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

String className

creationTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance creationTime

description

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance description

outputFactoryProvenance

OutputFactoryProvenance outputFactoryProvenance

Class org.tribuo.provenance.SkeletalTrainerProvenance

class SkeletalTrainerProvenance extends com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

invocationCount

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance invocationCount

isSequence

com.oracle.labs.mlrg.olcut.provenance.primitives.BooleanProvenance isSequence

version

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance version

Package org.tribuo.provenance.impl

Class org.tribuo.provenance.impl.EmptyDatasetProvenance

class EmptyDatasetProvenance extends DatasetProvenance implements Serializable

serialVersionUID:

1L

Class org.tribuo.provenance.impl.EmptyDataSourceProvenance

class EmptyDataSourceProvenance extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.provenance.impl.EmptyTrainerProvenance

class EmptyTrainerProvenance extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.provenance.impl.FeatureSelectorProvenanceImpl

class FeatureSelectorProvenanceImpl extends com.oracle.labs.mlrg.olcut.provenance.impl.SkeletalConfiguredObjectProvenance implements Serializable

serialVersionUID:

1L

Class org.tribuo.provenance.impl.TimestampedTrainerProvenance

class TimestampedTrainerProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

creationTime

com.oracle.labs.mlrg.olcut.provenance.primitives.DateTimeProvenance creationTime

version

com.oracle.labs.mlrg.olcut.provenance.primitives.StringProvenance version

Class org.tribuo.provenance.impl.TrainerProvenanceImpl

class TrainerProvenanceImpl extends SkeletalTrainerProvenance implements Serializable

serialVersionUID:

1L

Package org.tribuo.sequence

Class org.tribuo.sequence.HashingSequenceTrainer.HashingSequenceTrainerProvenance

class HashingSequenceTrainerProvenance extends SkeletalTrainerProvenance implements Serializable

serialVersionUID:

1L

Class org.tribuo.sequence.ImmutableSequenceDataset

class ImmutableSequenceDataset extends SequenceDataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

featureIDMap

ImmutableFeatureMap featureIDMap

A map from feature names to IDs for the features found in this dataset.

outputIDInfo

ImmutableOutputInfo<T extends Output<T>> outputIDInfo

A map from labels to IDs for the labels found in this dataset.

provenance

DatasetProvenance provenance

Class org.tribuo.sequence.IndependentSequenceModel

class IndependentSequenceModel extends SequenceModel<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

model

Model<T extends Output<T>> model

Class org.tribuo.sequence.MinimumCardinalitySequenceDataset

class MinimumCardinalitySequenceDataset extends ImmutableSequenceDataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

minCardinality

int minCardinality

numExamplesRemoved

int numExamplesRemoved

removedFeatureNames

Set<String> removedFeatureNames

Class org.tribuo.sequence.MinimumCardinalitySequenceDataset.MinimumCardinalitySequenceDatasetProvenance

class MinimumCardinalitySequenceDatasetProvenance extends DatasetProvenance implements Serializable

serialVersionUID:

1L

Serialized Fields

minCardinality

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance minCardinality

Class org.tribuo.sequence.MutableSequenceDataset

class MutableSequenceDataset extends SequenceDataset<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

dense

boolean dense

Does this dataset have a dense feature space.

featureMap

MutableFeatureMap featureMap

A map from feature names to IDs for the features found in this dataset.

outputInfo

MutableOutputInfo<T extends Output<T>> outputInfo

A map from labels to IDs for the labels found in this dataset.

Class org.tribuo.sequence.SequenceDataset

class SequenceDataset extends Object implements Serializable

serialVersionUID:

2L

Serialized Fields

data

List<SequenceExample<T extends Output<T>>> data

The data in this data set.

outputFactory

OutputFactory<T extends Output<T>> outputFactory

A factory for making OutputInfo and Output of the appropriate type.

sourceProvenance

DataProvenance sourceProvenance

The provenance of the data source, extracted on construction.

tribuoVersion

String tribuoVersion

The version of Tribuo which created this dataset.

Class org.tribuo.sequence.SequenceExample

class SequenceExample extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

examples

List<Example<T extends Output<T>>> examples

weight

float weight

Class org.tribuo.sequence.SequenceModel

class SequenceModel extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

featureIDMap

ImmutableFeatureMap featureIDMap

The feature domain.

name

String name

The model name.

outputIDMap

ImmutableOutputInfo<T extends Output<T>> outputIDMap

The output domain.

provenance

ModelProvenance provenance

provenanceOutput

String provenanceOutput

The toString of the model provenance.

Package org.tribuo.transform

Class org.tribuo.transform.TransformedModel

class TransformedModel extends Model<T extends Output<T>> implements Serializable

serialVersionUID:

1L

Serialized Fields

densify

boolean densify

featureNames

ArrayList<String> featureNames

innerModel

Model<T extends Output<T>> innerModel

transformerMap

TransformerMap transformerMap

Class org.tribuo.transform.TransformerMap

class TransformerMap extends Object implements Serializable

serialVersionUID:

2L

Serialized Fields

datasetProvenance

DatasetProvenance datasetProvenance

map

Map<String, List<Transformer>> map

transformationMapProvenance

com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance transformationMapProvenance

Class org.tribuo.transform.TransformerMap.TransformerMapProvenance

class TransformerMapProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

className

String className

datasetProvenance

DatasetProvenance datasetProvenance

transformationMapProvenance

com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance transformationMapProvenance

Package org.tribuo.transform.transformations

Class org.tribuo.transform.transformations.BinningTransformation.BinningTransformationProvenance

class BinningTransformationProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

numBins

com.oracle.labs.mlrg.olcut.provenance.primitives.IntProvenance numBins

type

com.oracle.labs.mlrg.olcut.provenance.primitives.EnumProvenance<BinningTransformation.BinningType> type

Class org.tribuo.transform.transformations.BinningTransformation.BinningTransformer

class BinningTransformer extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

bins

double[] bins

type

BinningTransformation.BinningType type

values

double[] values

Class org.tribuo.transform.transformations.IDFTransformation.IDFTransformationProvenance

class IDFTransformationProvenance extends Object implements Serializable

serialVersionUID:

1L

Class org.tribuo.transform.transformations.LinearScalingTransformation.LinearScalingTransformationProvenance

class LinearScalingTransformationProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

targetMax

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance targetMax

targetMin

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance targetMin

Class org.tribuo.transform.transformations.MeanStdDevTransformation.MeanStdDevTransformationProvenance

class MeanStdDevTransformationProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

targetMean

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance targetMean

targetStdDev

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance targetStdDev

Class org.tribuo.transform.transformations.SimpleTransform

class SimpleTransform extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

op

SimpleTransform.Operation op

operand

double operand

operation

org.tribuo.transform.transformations.SimpleTransform.SerializableDoubleUnaryOperator operation

secondOperand

double secondOperand

Class org.tribuo.transform.transformations.SimpleTransform.SimpleTransformProvenance

class SimpleTransformProvenance extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

op

com.oracle.labs.mlrg.olcut.provenance.primitives.EnumProvenance<SimpleTransform.Operation> op

operand

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance operand

secondOperand

com.oracle.labs.mlrg.olcut.provenance.primitives.DoubleProvenance secondOperand

Package org.tribuo.util

Class org.tribuo.util.MeanVarianceAccumulator

class MeanVarianceAccumulator extends Object implements Serializable

serialVersionUID:

1L

Serialized Fields

count

long count

max

double max

mean

double mean

min

double min

sumSquares

double sumSquares