FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W202463310> ?p ?o ?g. }

• W202463310 endingPage "170" @default.
• W202463310 startingPage "164" @default.
• W202463310 abstract "Decision tree classification is a commonly used method in data mining. It has been used for predicting medical diagnoses. Among data mining methods for classification, decision trees have several advantages such as they are simple to understand and interpret; they are able to handle both numerical and categorical attributes. However, it is well-known that when Gini index is used for classification, the method biases multivalued attributes. In addition to having difficulty when the number of classes is large, the method also tends to favor tests that result in equal-sized partitions and purity in all partitions. We modified the Gini-based decision tree method. To overcome the known problems, we normalize the Gini indexes by taking into account information about the splitting status of all attributes. Instead of using the Gini index for attribute selection as usual, we use ratios of Gini indexes and their splitting values in order to reduce the biases. In this paper, we utilize ANOVA, an analysis of variance method, to show that our modified Gini decision tree method is statistically different with other known decision tree methods at least for the tested benchmark medical data bases." @default.
• W202463310 created "2016-06-24" @default.
• W202463310 creator A5036682001 @default.
• W202463310 date "2008-01-01" @default.
• W202463310 modified "2023-09-23" @default.
• W202463310 title "Using ANOVA to Analyze Modified Gini Index Decision Tree Classification." @default.
• W202463310 cites W1524704912 @default.
• W202463310 cites W1548139318 @default.
• W202463310 cites W1555269426 @default.
• W202463310 cites W1601905586 @default.
• W202463310 cites W1983661866 @default.
• W202463310 cites W1989164753 @default.
• W202463310 cites W2065281378 @default.
• W202463310 cites W2102701384 @default.
• W202463310 cites W2127218421 @default.
• W202463310 cites W2128420091 @default.
• W202463310 cites W2140190241 @default.
• W202463310 cites W2153028052 @default.
• W202463310 cites W2166995152 @default.
• W202463310 cites W2265170642 @default.
• W202463310 cites W2498956481 @default.
• W202463310 cites W3120740533 @default.
• W202463310 cites W69407335 @default.
• W202463310 hasPublicationYear "2008" @default.
• W202463310 type Work @default.
• W202463310 sameAs 202463310 @default.
• W202463310 citedByCount "1" @default.
• W202463310 countsByYear W2024633102020 @default.
• W202463310 crossrefType "journal-article" @default.
• W202463310 hasAuthorship W202463310A5036682001 @default.
• W202463310 hasConcept C105795698 @default.
• W202463310 hasConcept C113174947 @default.
• W202463310 hasConcept C121955636 @default.
• W202463310 hasConcept C124101348 @default.
• W202463310 hasConcept C13280743 @default.
• W202463310 hasConcept C134306372 @default.
• W202463310 hasConcept C136764020 @default.
• W202463310 hasConcept C144133560 @default.
• W202463310 hasConcept C149782125 @default.
• W202463310 hasConcept C154945302 @default.
• W202463310 hasConcept C185798385 @default.
• W202463310 hasConcept C196083921 @default.
• W202463310 hasConcept C205649164 @default.
• W202463310 hasConcept C2777382242 @default.
• W202463310 hasConcept C2779206190 @default.
• W202463310 hasConcept C33923547 @default.
• W202463310 hasConcept C41008148 @default.
• W202463310 hasConcept C45555294 @default.
• W202463310 hasConcept C513380476 @default.
• W202463310 hasConcept C5274069 @default.
• W202463310 hasConcept C5481197 @default.
• W202463310 hasConcept C84525736 @default.
• W202463310 hasConceptScore W202463310C105795698 @default.
• W202463310 hasConceptScore W202463310C113174947 @default.
• W202463310 hasConceptScore W202463310C121955636 @default.
• W202463310 hasConceptScore W202463310C124101348 @default.
• W202463310 hasConceptScore W202463310C13280743 @default.
• W202463310 hasConceptScore W202463310C134306372 @default.
• W202463310 hasConceptScore W202463310C136764020 @default.
• W202463310 hasConceptScore W202463310C144133560 @default.
• W202463310 hasConceptScore W202463310C149782125 @default.
• W202463310 hasConceptScore W202463310C154945302 @default.
• W202463310 hasConceptScore W202463310C185798385 @default.
• W202463310 hasConceptScore W202463310C196083921 @default.
• W202463310 hasConceptScore W202463310C205649164 @default.
• W202463310 hasConceptScore W202463310C2777382242 @default.
• W202463310 hasConceptScore W202463310C2779206190 @default.
• W202463310 hasConceptScore W202463310C33923547 @default.
• W202463310 hasConceptScore W202463310C41008148 @default.
• W202463310 hasConceptScore W202463310C45555294 @default.
• W202463310 hasConceptScore W202463310C513380476 @default.
• W202463310 hasConceptScore W202463310C5274069 @default.
• W202463310 hasConceptScore W202463310C5481197 @default.
• W202463310 hasConceptScore W202463310C84525736 @default.
• W202463310 hasLocation W2024633101 @default.
• W202463310 hasOpenAccess W202463310 @default.
• W202463310 hasPrimaryLocation W2024633101 @default.
• W202463310 hasRelatedWork W115843032 @default.
• W202463310 hasRelatedWork W1990123505 @default.
• W202463310 hasRelatedWork W2019012025 @default.
• W202463310 hasRelatedWork W2031282462 @default.
• W202463310 hasRelatedWork W2102701220 @default.
• W202463310 hasRelatedWork W2140877892 @default.
• W202463310 hasRelatedWork W2163174074 @default.
• W202463310 hasRelatedWork W2182580146 @default.
• W202463310 hasRelatedWork W2323278876 @default.
• W202463310 hasRelatedWork W2754197261 @default.
• W202463310 hasRelatedWork W2754992115 @default.
• W202463310 hasRelatedWork W2937522589 @default.
• W202463310 hasRelatedWork W2959094314 @default.
• W202463310 hasRelatedWork W2967757123 @default.
• W202463310 hasRelatedWork W3033065381 @default.
• W202463310 hasRelatedWork W3035943449 @default.
• W202463310 hasRelatedWork W3123165375 @default.
• W202463310 hasRelatedWork W945546923 @default.
• W202463310 hasRelatedWork W2302731403 @default.
• W202463310 hasRelatedWork W2956172695 @default.
• W202463310 isParatext "false" @default.

• next