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Waikato / moa

MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms (classification, regression, clustering, outlier detection, concept drift detection and recommender systems) and tools for evaluation.
http://moa.cms.waikato.ac.nz/
GNU General Public License v3.0
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Modified EFDT #199

Closed darshna-creator closed 1 month ago

darshna-creator commented 4 years ago

air i want to change to change base learner is it poasible?? if yes then how??

On Fri, 6 Mar, 2020, 2:01 am Heitor Murilo Gomes, notifications@github.com wrote:

@hmgomes commented on this pull request.

In moa/src/main/java/moa/classifiers/meta/StreamingRandomPatches.java https://github.com/Waikato/moa/pull/199#discussion_r388547301:

@@ -76,7 +76,7 @@ private static final long serialVersionUID = 1L;

 public ClassOption baseLearnerOption = new ClassOption("baseLearner", 'l',
  • "Classifier to train on instances.", Classifier.class, "trees.HoeffdingTree -g 50 -c 0.01");
  • "Classifier to train on instances.", Classifier.class, "trees.ARFFIMTDD -g 50 -c 0.01");

The default base learner for StreamingRandomPatches should not be ARFFIMTDD.

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hmgomes commented 4 years ago

air i want to change to change base learner is it poasible?? if yes then how?? …

Yes, it is possible. You can do that in the GUI or in the command line, just change the parameter. For example, in the command line:

EvaluateInterleavedTestThenTrain -l (meta.StreamingRandomPatches -l bayes.NaiveBayes)

darshna-creator commented 4 years ago

sir how to use EFDT.java algorithm on stream.

darshna-creator commented 4 years ago

I want to efdt algorithm on gui ......but I am not able to find it

darshna-creator commented 4 years ago

got it

darshna-creator commented 4 years ago

I want to add MEFDT which is a modified EFDT in classifiers. Sir Kindly confirm about changes or let me how to test my algorithm on experimental tab of MOA. Please Anyone reply as soon as possible.