GitHub user abifet opened a pull request:
https://github.com/apache/incubator-samoa/pull/43
SAMOA-53: Add Prequential Cross-Validation Evaluation
Prequential Cross-Validation Evaluation. Evaluation that evaluates
performance of online classifiers using prequential cross-validation: each
instance is used for testing online classifiers model and then the same
instance is used for training the model using one of these strategies: k-fold
distributed Cross Validation, k-fold distributed Bootstrap Validation, or
k-fold distributed Split Validation.
It implements the distributed prequential evaluation presented in: Albert
Bifet, Gianmarco De Francisci Morales, Jesse Read, Geoff Holmes, Bernhard
Pfahringer: Efficient Online Evaluation of Big Data Stream Classifiers. KDD
2015: 59-68
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/abifet/incubator-samoa SAMOA-53
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/incubator-samoa/pull/43.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #43
----
commit 2e9785b49f21a12bdf87816a5c5183c6bc022b28
Author: Albert Bifet <[email protected]>
Date: 2015-12-07T14:00:09Z
SAMOA-53: Add Prequential Cross-Validation Evaluation
----
---
If your project is set up for it, you can reply to this email and have your
reply appear on GitHub as well. If your project does not have this feature
enabled and wishes so, or if the feature is enabled but not working, please
contact infrastructure at [email protected] or file a JIRA ticket
with INFRA.
---
