FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2181906181> ?p ?o ?g. }

• W2181906181 endingPage "28" @default.
• W2181906181 startingPage "22" @default.
• W2181906181 abstract "Credit scoring is an important topic, and banks collect different data from their loan applicant to make an appropriate and correct decision. Rule bases are of more attention in credit decision making because of their ability to explicitly distinguish between good and bad applicants. The credit scoring datasets are usually imbalanced. This is mainly because the number of good applicants in a portfolio of loan is usu ally much higher than the number of loans that default. This paper use previous applied rule bases in credit scoring, including RIPPER, OneR, Decision table, PART and C4.5 to study the reliability and results of sampling on its own dataset. A real database of one of an Iranian export development bank is used and, imbalanced data issues are investigated by randomly Oversampling the minority class of defaulters, and three times under sampling of majority of non -defaulters class. The performance criterion chosen to measure the reliability of rule extractors is the area under the receiver operating characteristic curve (AUC), accuracy and number of rules. Friedman’s statistic is used to test for significance differences between techniques and datasets. The results from study show that PART is better and good and bad samples of data affect its results less." @default.
• W2181906181 created "2016-06-24" @default.
• W2181906181 creator A5027131035 @default.
• W2181906181 creator A5054075175 @default.
• W2181906181 creator A5084224682 @default.
• W2181906181 date "2015-01-01" @default.
• W2181906181 modified "2023-09-27" @default.
• W2181906181 title "EXTRACTING RULES FROM IMBALANCED DATA: THE CASE OF CREDIT SCORING" @default.
• W2181906181 cites W1528113134 @default.
• W2181906181 cites W1536245638 @default.
• W2181906181 cites W1630964756 @default.
• W2181906181 cites W1964074981 @default.
• W2181906181 cites W1975586030 @default.
• W2181906181 cites W1981093066 @default.
• W2181906181 cites W1988474781 @default.
• W2181906181 cites W1991808165 @default.
• W2181906181 cites W1995953281 @default.
• W2181906181 cites W2017416182 @default.
• W2181906181 cites W2029864452 @default.
• W2181906181 cites W2032784723 @default.
• W2181906181 cites W2036547589 @default.
• W2181906181 cites W2044804342 @default.
• W2181906181 cites W2046465357 @default.
• W2181906181 cites W2052611008 @default.
• W2181906181 cites W2058988827 @default.
• W2181906181 cites W2085831731 @default.
• W2181906181 cites W2103780778 @default.
• W2181906181 cites W2125055259 @default.
• W2181906181 cites W2132166479 @default.
• W2181906181 cites W2135411679 @default.
• W2181906181 cites W2149283560 @default.
• W2181906181 cites W2158068969 @default.
• W2181906181 cites W2186682627 @default.
• W2181906181 cites W3123427206 @default.
• W2181906181 cites W350141361 @default.
• W2181906181 hasPublicationYear "2015" @default.
• W2181906181 type Work @default.
• W2181906181 sameAs 2181906181 @default.
• W2181906181 citedByCount "0" @default.
• W2181906181 crossrefType "journal-article" @default.
• W2181906181 hasAuthorship W2181906181A5027131035 @default.
• W2181906181 hasAuthorship W2181906181A5054075175 @default.
• W2181906181 hasAuthorship W2181906181A5084224682 @default.
• W2181906181 hasConcept C10138342 @default.
• W2181906181 hasConcept C105795698 @default.
• W2181906181 hasConcept C119857082 @default.
• W2181906181 hasConcept C121332964 @default.
• W2181906181 hasConcept C124101348 @default.
• W2181906181 hasConcept C149782125 @default.
• W2181906181 hasConcept C154945302 @default.
• W2181906181 hasConcept C162118730 @default.
• W2181906181 hasConcept C162324750 @default.
• W2181906181 hasConcept C163258240 @default.
• W2181906181 hasConcept C197323446 @default.
• W2181906181 hasConcept C2776257435 @default.
• W2181906181 hasConcept C2777212361 @default.
• W2181906181 hasConcept C2777764128 @default.
• W2181906181 hasConcept C31258907 @default.
• W2181906181 hasConcept C33923547 @default.
• W2181906181 hasConcept C41008148 @default.
• W2181906181 hasConcept C43214815 @default.
• W2181906181 hasConcept C45235069 @default.
• W2181906181 hasConcept C62520636 @default.
• W2181906181 hasConcept C89128539 @default.
• W2181906181 hasConceptScore W2181906181C10138342 @default.
• W2181906181 hasConceptScore W2181906181C105795698 @default.
• W2181906181 hasConceptScore W2181906181C119857082 @default.
• W2181906181 hasConceptScore W2181906181C121332964 @default.
• W2181906181 hasConceptScore W2181906181C124101348 @default.
• W2181906181 hasConceptScore W2181906181C149782125 @default.
• W2181906181 hasConceptScore W2181906181C154945302 @default.
• W2181906181 hasConceptScore W2181906181C162118730 @default.
• W2181906181 hasConceptScore W2181906181C162324750 @default.
• W2181906181 hasConceptScore W2181906181C163258240 @default.
• W2181906181 hasConceptScore W2181906181C197323446 @default.
• W2181906181 hasConceptScore W2181906181C2776257435 @default.
• W2181906181 hasConceptScore W2181906181C2777212361 @default.
• W2181906181 hasConceptScore W2181906181C2777764128 @default.
• W2181906181 hasConceptScore W2181906181C31258907 @default.
• W2181906181 hasConceptScore W2181906181C33923547 @default.
• W2181906181 hasConceptScore W2181906181C41008148 @default.
• W2181906181 hasConceptScore W2181906181C43214815 @default.
• W2181906181 hasConceptScore W2181906181C45235069 @default.
• W2181906181 hasConceptScore W2181906181C62520636 @default.
• W2181906181 hasConceptScore W2181906181C89128539 @default.
• W2181906181 hasIssue "19" @default.
• W2181906181 hasLocation W21819061811 @default.
• W2181906181 hasOpenAccess W2181906181 @default.
• W2181906181 hasPrimaryLocation W21819061811 @default.
• W2181906181 hasRelatedWork W1991383297 @default.
• W2181906181 hasRelatedWork W2020770328 @default.
• W2181906181 hasRelatedWork W2052611008 @default.
• W2181906181 hasRelatedWork W2083277086 @default.
• W2181906181 hasRelatedWork W2115861457 @default.
• W2181906181 hasRelatedWork W2139364554 @default.
• W2181906181 hasRelatedWork W2265785706 @default.
• W2181906181 hasRelatedWork W2332128635 @default.
• W2181906181 hasRelatedWork W2805223094 @default.

• next