Uses of Interface
elki.evaluation.classification.holdout.Holdout
-
Packages that use Holdout Package Description elki.application Base classes for standalone applications.elki.evaluation.classification.holdout Holdout and cross-validation strategies for evaluating classifiers. -
-
Uses of Holdout in elki.application
Fields in elki.application declared as Holdout Modifier and Type Field Description protected HoldoutClassifierHoldoutEvaluationTask. holdoutHolds the holdout.protected HoldoutClassifierHoldoutEvaluationTask.Par. holdoutHolds the holdout.Constructors in elki.application with parameters of type Holdout Constructor Description ClassifierHoldoutEvaluationTask(DatabaseConnection databaseConnection, java.util.Collection<? extends IndexFactory<?>> indexFactories, Classifier<O> algorithm, Holdout holdout)Constructor. -
Uses of Holdout in elki.evaluation.classification.holdout
Classes in elki.evaluation.classification.holdout that implement Holdout Modifier and Type Class Description classAbstractHoldoutSplit a data set for holdout evaluation.classDisjointCrossValidationDisjointCrossValidation provides a set of partitions of a database to perform cross-validation.classLeaveOneOutA leave-one-out-holdout is to provide a set of partitions of a database where each instances once hold out as a test instance while the respectively remaining instances are training instances.classRandomizedCrossValidationRandomizedCrossValidation provides a set of partitions of a database to perform cross-validation.classRandomizedHoldoutA holdout providing a seed for randomized operations.classStratifiedCrossValidationA stratified n-fold crossvalidation to distribute the data to n buckets where each bucket exhibits approximately the same distribution of classes as does the complete data set.
-