| Modifier and Type | Class and Description |
|---|---|
class |
AudioAnnotator
A classifier/annotator for audio frames.
|
| Modifier and Type | Class and Description |
|---|---|
class |
AnnotatorFaceRecogniser<FACE extends DetectedFace,PERSON>
A
FaceRecogniser built on top of an IncrementalAnnotator. |
class |
EigenFaceRecogniser<FACE extends DetectedFace,PERSON>
Implementation of a
FaceRecogniser based on Eigenfaces. |
class |
FaceRecogniser<FACE extends DetectedFace,PERSON>
Base class for all Face Recognisers.
|
class |
FisherFaceRecogniser<FACE extends DetectedFace,PERSON>
Implementation of a
FaceRecogniser based on Fisherfaces. |
| Modifier and Type | Class and Description |
|---|---|
class |
BatchAnnotator<OBJECT,ANNOTATION>
An
Annotator that is trained in "batch" mode; all training examples
are presented at once. |
class |
FeatureCachingIncrementalBatchAnnotator<OBJECT,ANNOTATION,FEATURE>
Adaptor that allows a
BatchAnnotator to behave like a
IncrementalAnnotator by caching extracted features and then
performing training only when FeatureCachingIncrementalBatchAnnotator.annotate(Object) is called. |
class |
IncrementalAnnotator<OBJECT,ANNOTATION>
An
Annotator that can be trained/updated incrementally. |
class |
InstanceCachingIncrementalBatchAnnotator<OBJECT,ANNOTATION>
Adaptor that allows a
BatchAnnotator to behave like a
IncrementalAnnotator by caching instances and then performing
training only when InstanceCachingIncrementalBatchAnnotator.annotate(Object) is called. |
| 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 |
KNNAnnotator<OBJECT,ANNOTATION,FEATURE>
Annotator based on a multi-class k-nearest-neighbour classifier.
|
class |
UniformRandomAnnotator<OBJECT,ANNOTATION>
An annotator that chooses annotations completely randomly from the set of all
known annotations.
|
| Modifier and Type | Class and Description |
|---|---|
class |
NaiveBayesAnnotator<OBJECT,ANNOTATION>
Annotator based on a Naive Bayes Classifier.
|
| 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). |
| Modifier and Type | Class and Description |
|---|---|
class |
ModelAnnotator<OBJECT,ANNOTATION,FEATURE>
An
BatchAnnotator backed by a EstimatableModel. |
| Modifier and Type | Class and Description |
|---|---|
class |
SVMAnnotator<OBJECT,ANNOTATION>
Wraps the libsvm SVM and provides basic positive/negative
annotation for a single class.
|
| Modifier and Type | Class and Description |
|---|---|
class |
EntityAnnotator
An entity annotator (given a list of strings) assigns entity annotations
which are
Map instances mapping token indexes to entities. |
class |
YagoEntityCandidateAnnotator
|
class |
YagoEntityCompleteAnnotator
|
class |
YagoEntityContextAnnotator
|
| Modifier and Type | Class and Description |
|---|---|
class |
TokenListSentimentAnnotator<EXTRACTOR extends FeatureExtractor<?,List<String>>,CLONETYPE extends SentimentAnnotator<List<String>,CLONETYPE>>
A sentiment annotator which can deal with word tokens
|
class |
TokenSentimentAnnotator<EXTRACTOR extends FeatureExtractor<?,String>,CLONETYPE extends SentimentAnnotator<String,CLONETYPE>>
A sentiment annotator which can deal with word tokens
|
| Modifier and Type | Class and Description |
|---|---|
class |
NaiveBayesSentimentAnnotator<SENTIMENT extends Sentiment>
A
NaiveBayesAnnotator for sentiment analysis. |
| Modifier and Type | Class and Description |
|---|---|
class |
MPQAToken
An implementation of the Prior-Polarity baseline sentiment classifier described by Wilson et.
|
class |
MPQATokenList
An implementation of the Prior-Polarity baseline sentiment classifier described by Wilson et.
|