About: Portable Format for Analytics

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The Portable Format for Analytics (PFA) is a JSON-based predictive model interchange format conceived and developed by Jim Pivarski. PFA provides a way for analytic applications to describe and exchange predictive models produced by analytics and machine learning algorithms. It supports common models such as logistic regression and decision trees. Version 0.8 was published in 2015. Subsequent versions have been developed by the Data Mining Group.

Attributes	Values
rdfs:label	Portable Format for Analytics (en)
rdfs:comment	The Portable Format for Analytics (PFA) is a JSON-based predictive model interchange format conceived and developed by Jim Pivarski. PFA provides a way for analytic applications to describe and exchange predictive models produced by analytics and machine learning algorithms. It supports common models such as logistic regression and decision trees. Version 0.8 was published in 2015. Subsequent versions have been developed by the Data Mining Group. (en)
foaf:depiction
dcterms:subject	Applied machine learning Domain-specific knowledge representation languages
Wikipage page ID	50303345 (xsd:integer)
Wikipage revision ID	956346039 (xsd:integer)
Link from a Wikipage to another Wikipage	Decision tree Predictive modelling Machine learning Predictive Model Markup Language Applied machine learning Logistic regression Analytics JSON Domain-specific knowledge representation languages
Link from a Wikipage to an external page	http://dmg.org/pfa/docs/document_structure/ https://opendatagroup.github.io/Hadrian/Antinous-basics https://github.com/animator/titus2 https://github.com/datamininggroup/pfa/releases/download/0.8.1/pfa-specification.pdf https://github.com/opendatagroup/hadrian https://github.com/orgesleka/galois https://cran.r-project.org/web/packages/aurelius/index.html https://pypi.org/project/titus/
sameAs	Portable Format for Analytics Portable Format for Analytics Portable Format for Analytics
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thumbnail	wiki-commons:Special:FilePath/PFA_Logo-200x200.png?width=300
has abstract	The Portable Format for Analytics (PFA) is a JSON-based predictive model interchange format conceived and developed by Jim Pivarski. PFA provides a way for analytic applications to describe and exchange predictive models produced by analytics and machine learning algorithms. It supports common models such as logistic regression and decision trees. Version 0.8 was published in 2015. Subsequent versions have been developed by the Data Mining Group. As a predictive model interchange format developed by the Data Mining Group, PFA is complementary to the DMG's XML-based standard called the Predictive Model Markup Language or PMML. (en)
prov:wasDerivedFrom	wikipedia-en:Portable_Format_for_Analytics?oldid=956346039&ns=0
page length (characters) of wiki page	5367 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Portable_Format_for_Analytics
is Link from a Wikipage to another Wikipage of	PFA Predictive Model Markup Language Outline of machine learning
is Wikipage disambiguates of	PFA
is foaf:primaryTopic of	wikipedia-en:Portable_Format_for_Analytics

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