Index

A C D E G H I K L M N O P R S T V W X Z
All Classes and Interfaces|All Packages

A

algorithm - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Type of learner (or base learner).

AllClassificationOptions() - Constructor for class org.tribuo.classification.experiments.TrainTest.AllClassificationOptions

AllTrainerOptions - Class in org.tribuo.classification.experiments

Aggregates all the classification algorithms.

AllTrainerOptions() - Constructor for class org.tribuo.classification.experiments.AllTrainerOptions

AllTrainerOptions.AlgorithmType - Enum in org.tribuo.classification.experiments

Types of algorithms supported.

C

CART - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a CARTClassificationTrainer.

cartOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for CART trainers.

ConfigurableTestOptions() - Constructor for class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

ConfigurableTrainTest - Class in org.tribuo.classification.experiments

Build and run a classifier for a standard dataset.

ConfigurableTrainTest() - Constructor for class org.tribuo.classification.experiments.ConfigurableTrainTest

ConfigurableTrainTest.ConfigurableTrainTestOptions - Class in org.tribuo.classification.experiments

Command line options.

ConfigurableTrainTestOptions() - Constructor for class org.tribuo.classification.experiments.ConfigurableTrainTest.ConfigurableTrainTestOptions

csvResponseName - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Response name in the csv file.

D

directory - Variable in class org.tribuo.classification.experiments.RunAll.RunAllOptions

Directory to write out the models and test reports.

E

ensemble - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for classifier ensembles.

G

general - Variable in class org.tribuo.classification.experiments.ConfigurableTrainTest.ConfigurableTrainTestOptions

Options for loading in data.

general - Variable in class org.tribuo.classification.experiments.RunAll.RunAllOptions

Options for loading in data.

general - Variable in class org.tribuo.classification.experiments.TrainTest.AllClassificationOptions

Options for loading in data.

getOptionsDescription() - Method in class org.tribuo.classification.experiments.ConfigurableTrainTest.ConfigurableTrainTestOptions

getOptionsDescription() - Method in class org.tribuo.classification.experiments.RunAll.RunAllOptions

getOptionsDescription() - Method in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

getOptionsDescription() - Method in class org.tribuo.classification.experiments.TrainTest.AllClassificationOptions

getTrainer() - Method in class org.tribuo.classification.experiments.AllTrainerOptions

H

hashDim - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Hashing dimension used for standard text format.

hashingOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for hashing trainers.

I

inputFormat - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Loads the data using the specified format.

K

kernelSVMOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for Kernel SVM trainers.

KNN - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a KNNTrainer.

knnOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for K-NN trainers.

L

LIBLINEAR - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a LibLinearClassificationTrainer.

liblinearOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for LibLinear trainers.

LIBSVM - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a LibSVMClassificationTrainer.

libsvmOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for LibSVM trainers.

linearSGDOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for Linear SGD trainers.

load(Test.ConfigurableTestOptions) - Static method in class org.tribuo.classification.experiments.Test

Loads in the model and the dataset from the options.

M

main(String[]) - Static method in class org.tribuo.classification.experiments.ConfigurableTrainTest

main(String[]) - Static method in class org.tribuo.classification.experiments.RunAll

Runs the RunALL CLI.

main(String[]) - Static method in class org.tribuo.classification.experiments.Test

Runs the Test CLI.

main(String[]) - Static method in class org.tribuo.classification.experiments.TrainTest

Runs a TrainTest CLI.

MNB - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a MultinomialNaiveBayesTrainer.

mnbOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for Multinomial Naive Bayes trainers.

modelPath - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Load a trainer from the config file.

N

ngram - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Ngram size to generate when using standard text format.

O

org.tribuo.classification.experiments - package org.tribuo.classification.experiments

Provides a set of main methods for interacting with classification tasks.

P

predictionPath - Variable in class org.tribuo.classification.experiments.ConfigurableTrainTest.ConfigurableTrainTestOptions

Path to write model predictions

predictionPath - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Path to write model predictions

processWeights(List<String>) - Static method in class org.tribuo.classification.experiments.ConfigurableTrainTest

Converts the weight text input format into an object suitable for use in a Trainer.

protobuf - Variable in class org.tribuo.classification.experiments.RunAll.RunAllOptions

Write out models in protobuf format.

protobufModel - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Load the model in protobuf format.

R

RunAll - Class in org.tribuo.classification.experiments

Trains and tests a model using the supplied data, for each trainer inside a configuration file.

RunAll() - Constructor for class org.tribuo.classification.experiments.RunAll

RunAll.RunAllOptions - Class in org.tribuo.classification.experiments

Command line options.

RunAllOptions() - Constructor for class org.tribuo.classification.experiments.RunAll.RunAllOptions

S

SGD_KERNEL - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a KernelSVMTrainer.

SGD_LINEAR - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a LinearSGDTrainer.

T

termCounting - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Use term counts instead of boolean when using the standard text format.

Test - Class in org.tribuo.classification.experiments

Test a classifier for a standard dataset.

Test() - Constructor for class org.tribuo.classification.experiments.Test

Test.ConfigurableTestOptions - Class in org.tribuo.classification.experiments

Command line options.

testingPath - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Path to the testing file.

trainer - Variable in class org.tribuo.classification.experiments.ConfigurableTrainTest.ConfigurableTrainTestOptions

Load a trainer from the config file.

trainerOptions - Variable in class org.tribuo.classification.experiments.TrainTest.AllClassificationOptions

All the classification trainer options.

TrainTest - Class in org.tribuo.classification.experiments

Build and run a classifier for a standard dataset.

TrainTest() - Constructor for class org.tribuo.classification.experiments.TrainTest

TrainTest.AllClassificationOptions - Class in org.tribuo.classification.experiments

Command line options.

V

valueOf(String) - Static method in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Returns the enum constant of this type with the specified name.

values() - Static method in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Returns an array containing the constants of this enum type, in the order they are declared.

W

weights - Variable in class org.tribuo.classification.experiments.ConfigurableTrainTest.ConfigurableTrainTestOptions

A list of weights to use in classification.

X

XGBOOST - Enum constant in enum org.tribuo.classification.experiments.AllTrainerOptions.AlgorithmType

Creates a XGBoostClassificationTrainer.

xgBoostOptions - Variable in class org.tribuo.classification.experiments.AllTrainerOptions

Options for XGBoost trainers.

Z

zeroIndexed - Variable in class org.tribuo.classification.experiments.Test.ConfigurableTestOptions

Is the libsvm file zero indexed.

A C D E G H I K L M N O P R S T V W X Z
All Classes and Interfaces|All Packages