Interface | Description |
---|---|
DataPoint |
This is an interface for all kinds of DataPoints.
|
TrainingDataReader |
This is an interface for objects that are able to construct LabeledDataPoints
from manually annotated training data files.
|
Class | Description |
---|---|
ClassificationResult |
This is an interface container class for the result of a classifier for a
given DataPoint.
|
CoreDataPoint<C extends de.unibi.techfak.scie.descriptors.Annotation> |
This models the core of some relation with its relevant features.
|
CoreDataPoint.CoreTrainingDataReader<C extends de.unibi.techfak.scie.descriptors.Annotation> |
The CoreTrainingDataReader is pretty straightforward and just creates one
DataPoint for each instance of the core class.
|
CoreSlotCombinationDataPoint<C extends de.unibi.techfak.scie.descriptors.Annotation,S extends de.unibi.techfak.scie.descriptors.Annotation> |
This models as a combination of core and slot for some relation.
|
CoreSlotCombinationDataPoint.CoreSlotTrainingDataReader<C extends de.unibi.techfak.scie.descriptors.Annotation,S extends de.unibi.techfak.scie.descriptors.Annotation> |
The CoreSlotTrainingDataReader has a quadratic search space in nature: It
combines all possible core instances found in the training data with all
possible slot instances.
|
FeatureDictionary |
This dictionary keeps track of which features actually exist in a certain
dataset and thus enables us to address features with index notation and name
notation alike.
|
FeatureMap |
This models represents features of a concrete DataPoint in terms of a map of
feature names to values to achieve a sparse feature representation in large
feature spaces.
|
LabeledDataPoint |
This maps a DataPoint to a label for training purposes.
|
RawRelation |
This represents relations for training purposes.
|
RelationDataPoint<C extends de.unibi.techfak.scie.descriptors.Annotation> |
This defines a relation instance with one specific instance for the core and
each slot.
|
RelationDataPoint.RelationTrainingDataReader<C extends de.unibi.techfak.scie.descriptors.Annotation> |
Thre RelationTrainingDataReader is a highly complex TrainingDataReader to
construct training DataPoints for a RelationClassifier.
|
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