About: Treatment learner   Sponge Permalink

An Entity of Type : owl:Thing, within Data Space : 134.155.108.49:8890 associated with source dataset(s)

In data mining, a treatment learner is a program used to find rules that change the expected class distribution (compared to some baseline). A classifier is a treatment learned used for recognition tasks, such as identifying defective items in an assembly line. Treatment learners include the J48, J48part, and APRIORI for discrete classes, TAR2 and TAR3 for weighted discrete classes, and the M5 for continuous classes. Treatment learners are all about minimality - what is the least you need to do to most effect something.

AttributesValues
rdfs:label
  • Treatment learner
rdfs:comment
  • In data mining, a treatment learner is a program used to find rules that change the expected class distribution (compared to some baseline). A classifier is a treatment learned used for recognition tasks, such as identifying defective items in an assembly line. Treatment learners include the J48, J48part, and APRIORI for discrete classes, TAR2 and TAR3 for weighted discrete classes, and the M5 for continuous classes. Treatment learners are all about minimality - what is the least you need to do to most effect something.
dcterms:subject
dbkwik:annex/prope...iPageUsesTemplate
Day
  • 31(xsd:integer)
Month
  • May
concern
  • Notability, Verifiability, orphan
Time
  • 190.0
Timestamp
  • 20100531031002(xsd:double)
Year
  • 2010(xsd:integer)
abstract
  • In data mining, a treatment learner is a program used to find rules that change the expected class distribution (compared to some baseline). A classifier is a treatment learned used for recognition tasks, such as identifying defective items in an assembly line. Treatment learners include the J48, J48part, and APRIORI for discrete classes, TAR2 and TAR3 for weighted discrete classes, and the M5 for continuous classes. Treatment learners are used for planning some minimal action to improve the odds that something will be later be recognized as belonging to some class. A treatment learner could be used to make repairs to the defective toys rejected from the assembly line. Treatment learners are all about minimality - what is the least you need to do to most effect something.
Alternative Linked Data Views: ODE     Raw Data in: CXML | CSV | RDF ( N-Triples N3/Turtle JSON XML ) | OData ( Atom JSON ) | Microdata ( JSON HTML) | JSON-LD    About   
This material is Open Knowledge   W3C Semantic Web Technology [RDF Data] Valid XHTML + RDFa
OpenLink Virtuoso version 07.20.3217, on Linux (x86_64-pc-linux-gnu), Standard Edition
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2012 OpenLink Software