Matches in SemOpenAlex for { <https://semopenalex.org/work/W2034245067> ?p ?o ?g. }
Showing items 1 to 56 of
56
with 100 items per page.
- W2034245067 endingPage "47" @default.
- W2034245067 startingPage "47" @default.
- W2034245067 abstract "Structured continuous-label classification is a variety of classification in which the label is continuous in the data, but the goal is to classify data into classes that are a set of predefined ranges and can be organised in a hierarchy. In traditional decision (classification) tree algorithms, categorical (class) variable as the label is assumed. When the label is a continuous variable in the data, two achievable approaches based on existing DT algorithms can be used to handle the situations. For the first approach uses a data discretisation method in the preprocessing stage to convert the continuous label into a class label defined by a finite set of non-overlapping intervals and then applies a DT algorithm. In the second approach using the continuous label directly, simply applies a regression tree algorithm. These approaches have their own drawbacks. In the hierarchy, the ranges at the lower levels are more specific and inherently more difficult to predict, whereas the ranges at the upper levels are less specific and inherently easier to predict. Therefore, both prediction specificity and prediction accuracy must be considered when building a DT from this kind of data. In this survey paper, we survey the classification techniques related to the continuous label. More classification approaches are there in the literature. The main goal of the survey is present an overview of previous classification techniques. Various methods that are written by the different authors are presented in this survey." @default.
- W2034245067 created "2016-06-24" @default.
- W2034245067 creator A5026445752 @default.
- W2034245067 creator A5040665357 @default.
- W2034245067 date "2013-01-01" @default.
- W2034245067 modified "2023-09-26" @default.
- W2034245067 title "Survey of Decision-Tree Method for Structured Continuous-Label Classification" @default.
- W2034245067 doi "https://doi.org/10.5958/j.2249-3220.3.2.006" @default.
- W2034245067 hasPublicationYear "2013" @default.
- W2034245067 type Work @default.
- W2034245067 sameAs 2034245067 @default.
- W2034245067 citedByCount "0" @default.
- W2034245067 crossrefType "journal-article" @default.
- W2034245067 hasAuthorship W2034245067A5026445752 @default.
- W2034245067 hasAuthorship W2034245067A5040665357 @default.
- W2034245067 hasConcept C10229987 @default.
- W2034245067 hasConcept C113174947 @default.
- W2034245067 hasConcept C124101348 @default.
- W2034245067 hasConcept C134306372 @default.
- W2034245067 hasConcept C154945302 @default.
- W2034245067 hasConcept C2776482837 @default.
- W2034245067 hasConcept C33923547 @default.
- W2034245067 hasConcept C41008148 @default.
- W2034245067 hasConcept C5481197 @default.
- W2034245067 hasConcept C84525736 @default.
- W2034245067 hasConceptScore W2034245067C10229987 @default.
- W2034245067 hasConceptScore W2034245067C113174947 @default.
- W2034245067 hasConceptScore W2034245067C124101348 @default.
- W2034245067 hasConceptScore W2034245067C134306372 @default.
- W2034245067 hasConceptScore W2034245067C154945302 @default.
- W2034245067 hasConceptScore W2034245067C2776482837 @default.
- W2034245067 hasConceptScore W2034245067C33923547 @default.
- W2034245067 hasConceptScore W2034245067C41008148 @default.
- W2034245067 hasConceptScore W2034245067C5481197 @default.
- W2034245067 hasConceptScore W2034245067C84525736 @default.
- W2034245067 hasIssue "2" @default.
- W2034245067 hasLocation W20342450671 @default.
- W2034245067 hasOpenAccess W2034245067 @default.
- W2034245067 hasPrimaryLocation W20342450671 @default.
- W2034245067 hasRelatedWork W1506077561 @default.
- W2034245067 hasRelatedWork W1539756391 @default.
- W2034245067 hasRelatedWork W1982169401 @default.
- W2034245067 hasRelatedWork W2383233190 @default.
- W2034245067 hasRelatedWork W2565979531 @default.
- W2034245067 hasRelatedWork W2738041616 @default.
- W2034245067 hasRelatedWork W4220790513 @default.
- W2034245067 hasRelatedWork W4244646660 @default.
- W2034245067 hasRelatedWork W171825060 @default.
- W2034245067 hasRelatedWork W2184032726 @default.
- W2034245067 hasVolume "3" @default.
- W2034245067 isParatext "false" @default.
- W2034245067 isRetracted "false" @default.
- W2034245067 magId "2034245067" @default.
- W2034245067 workType "article" @default.