Package | Description |
---|---|
de.lmu.ifi.dbs.elki.evaluation.classification.holdout |
Holdout and cross-validation strategies for evaluating classifiers.
|
Modifier and Type | Class and Description |
---|---|
class |
DisjointCrossValidation
DisjointCrossValidationHoldout provides a set of partitions of a database to
perform cross-validation.
|
class |
LeaveOneOut
A 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.
|
class |
RandomizedCrossValidation
RandomizedCrossValidationHoldout provides a set of partitions of a database
to perform cross-validation.
|
class |
RandomizedHoldout
A holdout providing a seed for randomized operations.
|
class |
StratifiedCrossValidation
A 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.
|
Copyright © 2015 ELKI Development Team, Lehr- und Forschungseinheit für Datenbanksysteme, Ludwig-Maximilians-Universität München. License information.