Uses of Class
org.openimaj.ml.annotation.BatchAnnotator

Packages that use BatchAnnotator

Package	Description
org.openimaj.ml.annotation
org.openimaj.ml.annotation.basic
org.openimaj.ml.annotation.linear
org.openimaj.ml.annotation.model
org.openimaj.ml.annotation.svm

Uses of BatchAnnotator in org.openimaj.ml.annotation

Constructors in org.openimaj.ml.annotation with parameters of type BatchAnnotator

Constructor and Description
FeatureCachingIncrementalBatchAnnotator(FeatureExtractor<FEATURE,OBJECT> extractor, BatchAnnotator<FEATURE,ANNOTATION> batchAnnotator) Construct with the given feature extractor and batch annotator, and use an in-memory cache.
FeatureCachingIncrementalBatchAnnotator(FeatureExtractor<FEATURE,OBJECT> extractor, BatchAnnotator<FEATURE,ANNOTATION> batchAnnotator, GroupedListCache<ANNOTATION,FEATURE> cache) Construct with the given feature extractor and batch annotator, and use an in-memory cache.
InstanceCachingIncrementalBatchAnnotator(BatchAnnotator<OBJECT,ANNOTATION> batchAnnotator) Construct with an in-memory cache and the given batch annotator.
InstanceCachingIncrementalBatchAnnotator(BatchAnnotator<OBJECT,ANNOTATION> batchAnnotator, GroupedListCache<ANNOTATION,OBJECT> cache) Construct with the given batch annotator and cache implementation.

Uses of BatchAnnotator in org.openimaj.ml.annotation.basic

Subclasses of BatchAnnotator in org.openimaj.ml.annotation.basic

Modifier and Type	Class and Description
class	IndependentPriorRandomAnnotator<OBJECT,ANNOTATION> Annotator that randomly assigns annotations, but takes account of the prior probability of each annotation based on the proportion of times it occurred in training.
class	UniformRandomAnnotator<OBJECT,ANNOTATION> An annotator that chooses annotations completely randomly from the set of all known annotations.

Uses of BatchAnnotator in org.openimaj.ml.annotation.linear

Subclasses of BatchAnnotator in org.openimaj.ml.annotation.linear

Modifier and Type	Class and Description
class	DenseLinearTransformAnnotator<OBJECT,ANNOTATION> An annotator that determines a "transform" between feature vectors and vectors of annotation counts.
class	LiblinearAnnotator<OBJECT,ANNOTATION> Annotator based on linear classifiers learned using Liblinear (see Linear) or DenseLinear depending on the density of the features.
class	LinearSVMAnnotator<OBJECT,ANNOTATION> An Annotator based on a set of linear SVMs (one per annotation).

Uses of BatchAnnotator in org.openimaj.ml.annotation.model

Subclasses of BatchAnnotator in org.openimaj.ml.annotation.model

Modifier and Type	Class and Description
class	ModelAnnotator<OBJECT,ANNOTATION,FEATURE> An BatchAnnotator backed by a EstimatableModel.

Uses of BatchAnnotator in org.openimaj.ml.annotation.svm

Subclasses of BatchAnnotator in org.openimaj.ml.annotation.svm

Modifier and Type	Class and Description
class	SVMAnnotator<OBJECT,ANNOTATION> Wraps the libsvm SVM and provides basic positive/negative annotation for a single class.