Index (Classification-LibSVM 4.3.2 API)

C

C_SVC - Enum constant in enum org.tribuo.classification.libsvm.SVMClassificationType.SVMMode: Original SVM algorithm.
copy(String, ModelProvenance) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationModel
createModel(ModelProvenance, ImmutableFeatureMap, ImmutableOutputInfo<Label>, List<svm_model>) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationTrainer
CURRENT_VERSION - Static variable in class org.tribuo.classification.libsvm.LibSVMClassificationModel: Protobuf serialization version.

deserializeFromProto(int, String, Any) - Static method in class org.tribuo.classification.libsvm.LibSVMClassificationModel: Deserialization factory.

ensembleOptions - Variable in class org.tribuo.classification.libsvm.TrainTest.TrainTestOptions: The ensemble options.
exportONNXModel(String, long) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationModel
extractData(Dataset<Label>, ImmutableOutputInfo<Label>, ImmutableFeatureMap) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationTrainer

general - Variable in class org.tribuo.classification.libsvm.TrainTest.TrainTestOptions: The data loading options.
getNativeType() - Method in class org.tribuo.classification.libsvm.SVMClassificationType
getNumberOfSupportVectors() - Method in class org.tribuo.classification.libsvm.LibSVMClassificationModel: Returns the number of support vectors.
getOptionsDescription() - Method in class org.tribuo.classification.libsvm.LibSVMOptions
getOptionsDescription() - Method in class org.tribuo.classification.libsvm.TrainTest.TrainTestOptions
getProvenance() - Method in class org.tribuo.classification.libsvm.SVMClassificationType
getTrainer() - Method in class org.tribuo.classification.libsvm.LibSVMOptions

isAnomaly() - Method in class org.tribuo.classification.libsvm.SVMClassificationType
isClassification() - Method in class org.tribuo.classification.libsvm.SVMClassificationType
isNu() - Method in class org.tribuo.classification.libsvm.SVMClassificationType
isRegression() - Method in class org.tribuo.classification.libsvm.SVMClassificationType

LibSVMClassificationModel - Class in org.tribuo.classification.libsvm: A classification model that uses an underlying LibSVM model to make the predictions.
LibSVMClassificationTrainer - Class in org.tribuo.classification.libsvm: A trainer for classification models that uses LibSVM.
LibSVMClassificationTrainer() - Constructor for class org.tribuo.classification.libsvm.LibSVMClassificationTrainer: For OLCUT.
LibSVMClassificationTrainer(SVMParameters<Label>) - Constructor for class org.tribuo.classification.libsvm.LibSVMClassificationTrainer: Constructs a classification LibSVM trainer using the specified parameters and Trainer.DEFAULT_SEED.
LibSVMClassificationTrainer(SVMParameters<Label>, long) - Constructor for class org.tribuo.classification.libsvm.LibSVMClassificationTrainer: Constructs a classification LibSVM trainer using the specified parameters and seed.
libsvmOptions - Variable in class org.tribuo.classification.libsvm.TrainTest.TrainTestOptions: The LibSVM options.
LibSVMOptions - Class in org.tribuo.classification.libsvm: CLI options for training a LibSVM classification model.
LibSVMOptions() - Constructor for class org.tribuo.classification.libsvm.LibSVMOptions

main(String[]) - Static method in class org.tribuo.classification.libsvm.TrainTest: Runs a TrainTest CLI.

NU_SVC - Enum constant in enum org.tribuo.classification.libsvm.SVMClassificationType.SVMMode: Classification SVM, optimization in dual space.

org.tribuo.classification.libsvm - package org.tribuo.classification.libsvm: Provides an interface to LibSVM for classification problems.

postConfig() - Method in class org.tribuo.classification.libsvm.LibSVMClassificationTrainer: Used by the OLCUT configuration system, and should not be called by external code.
predict(Example<Label>) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationModel

serialize() - Method in class org.tribuo.classification.libsvm.LibSVMClassificationModel
setLabelWeights(Map<Label, Float>) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationTrainer
setupParameters(ImmutableOutputInfo<Label>) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationTrainer
SVMClassificationType - Class in org.tribuo.classification.libsvm: The carrier type for LibSVM classification modes.
SVMClassificationType(SVMClassificationType.SVMMode) - Constructor for class org.tribuo.classification.libsvm.SVMClassificationType: Constructs an SVMClassificationType using the supplied SVM algorithm.
SVMClassificationType.SVMMode - Enum in org.tribuo.classification.libsvm: The classification model types.
svmCoefficient - Variable in class org.tribuo.classification.libsvm.LibSVMOptions: Intercept in kernel function.
svmDegree - Variable in class org.tribuo.classification.libsvm.LibSVMOptions: Degree in polynomial kernel.
svmGamma - Variable in class org.tribuo.classification.libsvm.LibSVMOptions: Gamma value in kernel function.
svmKernel - Variable in class org.tribuo.classification.libsvm.LibSVMOptions: Type of SVM kernel.
svmType - Variable in class org.tribuo.classification.libsvm.LibSVMOptions: Type of SVM.

trainModels(svm_parameter, int, svm_node[][], double[][], SplittableRandom) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationTrainer
TrainTest - Class in org.tribuo.classification.libsvm: Build and run a LibSVM classifier for a standard dataset.
TrainTest() - Constructor for class org.tribuo.classification.libsvm.TrainTest
TrainTest.TrainTestOptions - Class in org.tribuo.classification.libsvm: Command line options.
TrainTestOptions() - Constructor for class org.tribuo.classification.libsvm.TrainTest.TrainTestOptions

valueOf(String) - Static method in enum org.tribuo.classification.libsvm.SVMClassificationType.SVMMode: Returns the enum constant of this type with the specified name.
values() - Static method in enum org.tribuo.classification.libsvm.SVMClassificationType.SVMMode: Returns an array containing the constants of this enum type, in the order they are declared.

writeONNXGraph(ONNXRef<?>) - Method in class org.tribuo.classification.libsvm.LibSVMClassificationModel