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NTUA Algorithms

RESTful services for training regression and classification models

Description Summary of Service Functionality:

Algorithms for training regression and classification models.

 

Location:

The following algorithms are available;

http://opentox.ntua.gr:3000/algorithm (A uri-list of all available algorithms)

http://opentox.ntua.gr:3000/algorithm/mrl (Multiple Linear Regression Algorithm)

http://opentox.ntua.gr:3000/algorithm/svm (Train Support Vector Machine Regression Models)

http://opentox.ntua.gr:3000/algorithm/svc (Train Support Vector Machine Classification Models)

 

Guidance:

Use the following curl command to get an RDF representation of an algorithm:

 

curl -H 'Accept:application/rdf+xml' http://opentox.ntua.gr:3000/algorithm/{id}

 

Clients can post data on these URIs to create a new Model Resource on the server.

cURL commands look like this:

 

curl -X POST -d 'dataset_uri=http://someserver.com/arff/file&target=http://example.org/feature_definition/4' http://opentox.ntua.gr:3000/algorithm/{id}

 

Contact:

chvng*at*mail-dot-ntua-dot-gr

 

Date:

2009-11-26

 

Version:

1.3.3. (see the manifest for more info)

 

Bug Reporting:

Please report any bugs you might find at http://github.com/sopasakis/yaqp/issues

 

Source Code:

 

The source code of the services is available online at the git repositories http://github.com/sopasakis/yaqp and http://opentox.ntua.gr/git/yaqp.git

 

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