Uses of Interface
org.openimaj.experiment.validation.cross.CrossValidator

Packages that use CrossValidator

Package	Description
org.openimaj.experiment.validation
org.openimaj.experiment.validation.cross
org.openimaj.image.processing.face.recognition.benchmarking

Uses of CrossValidator in org.openimaj.experiment.validation

Methods in org.openimaj.experiment.validation with parameters of type CrossValidator

Modifier and Type	Method and Description
static <DATASET extends Dataset<?>,ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT extends AnalysisResult> AGGREGATE_ANALYSIS_RESULT	ValidationRunner.run(ResultAggregator<ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT> aggregator, DATASET dataset, CrossValidator<DATASET> cv, ValidationOperation<DATASET,ANALYSIS_RESULT> round) Perform cross validation using the given cross validation scheme on the given data.
static <DATASET extends Dataset<?>,ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT extends AnalysisResult> AGGREGATE_ANALYSIS_RESULT	ValidationRunner.run(ResultAggregator<ANALYSIS_RESULT,AGGREGATE_ANALYSIS_RESULT> aggregator, DATASET dataset, CrossValidator<DATASET> cv, ValidationOperation<DATASET,ANALYSIS_RESULT> round, ThreadPoolExecutor pool) Perform cross validation using the given cross validation scheme on the given data.

Uses of CrossValidator in org.openimaj.experiment.validation.cross

Classes in org.openimaj.experiment.validation.cross that implement CrossValidator

Modifier and Type	Class and Description
class	GroupedKFold<KEY,INSTANCE> K-Fold Cross-Validation on grouped datasets.
class	GroupedLeaveOneOut<KEY,INSTANCE> Leave-One-Out Cross Validation (LOOCV) with a GroupedDataset.
class	KFold<INSTANCE> K-Fold cross validation for ListDatasets.
class	LeaveOneOut<INSTANCE> Leave-One-Out Cross Validation (LOOCV) with a ListDataset.
class	StratifiedGroupedKFold<KEY,INSTANCE> Stratified K-Fold Cross-Validation on grouped datasets.

Uses of CrossValidator in org.openimaj.image.processing.face.recognition.benchmarking

Fields in org.openimaj.image.processing.face.recognition.benchmarking declared as CrossValidator

Modifier and Type	Field and Description
protected CrossValidator<GroupedDataset<PERSON,ListDataset<FACE>,FACE>>	CrossValidationBenchmark.crossValidator

Constructors in org.openimaj.image.processing.face.recognition.benchmarking with parameters of type CrossValidator

Constructor and Description
CrossValidationBenchmark(CrossValidator<GroupedDataset<PERSON,ListDataset<FACE>,FACE>> crossValidator, GroupedDataset<PERSON,? extends ListDataset<IMAGE>,IMAGE> dataset, FaceDetector<FACE,IMAGE> faceDetector, FaceRecogniserProvider<FACE,PERSON> engine) Construct the CrossValidationBenchmark experiment with the given dependent variables.