LEADER 02169oam 2200601zu 450 001 9910452987303321 005 20210721054210.0 010 $a1-282-16214-4 010 $a9786612162145 010 $a90-272-9773-8 035 $a(CKB)1000000000549634 035 $a(SSID)ssj0000279127 035 $a(PQKBManifestationID)11223021 035 $a(PQKBTitleCode)TC0000279127 035 $a(PQKBWorkID)10260640 035 $a(PQKB)10933667 035 $a(MiAaPQ)EBC622521 035 $a(EXLCZ)991000000000549634 100 $a20160829d2002 uy 101 0 $aeng 181 $ctxt 182 $cc 183 $acr 200 10$aEnglish Historical Syntax and Morphology: Selected Papers from 11 ICEHL, Santiago de Compostela, 7-11 September 2000 210 31$a[Place of publication not identified]$cJohn Benjamins Publishing Company$d2002 225 0 $aAmsterdam studies in the theory and history of linguistic science. English historical syntax and morphology 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a1-58811-192-X 311 $a90-272-4731-5 606 $aEnglish language$xHistory$vCongresses 606 $aEnglish language$xGrammar, Historical$vCongresses 606 $aEnglish language$xMorphology$vCongresses 606 $aEnglish language$xSyntax$vCongresses 606 $aEnglish Language$2HILCC 606 $aEnglish$2HILCC 606 $aLanguages & Literatures$2HILCC 615 0$aEnglish language$xHistory 615 0$aEnglish language$xGrammar, Historical 615 0$aEnglish language$xMorphology 615 0$aEnglish language$xSyntax 615 7$aEnglish Language 615 7$aEnglish 615 7$aLanguages & Literatures 676 $a420/.9 702 $aPe?rez-Guerra$b Javier 702 $aFanego$b Teresa 702 $aLópez-Couso$b María José 712 12$aInternational Conference on English Historical Linguistics 801 0$bPQKB 906 $aBOOK 912 $a9910452987303321 996 $aEnglish Historical Syntax and Morphology: Selected Papers from 11 ICEHL, Santiago de Compostela, 7-11 September 2000$92277096 997 $aUNINA LEADER 02654nam 2200457 450 001 9910634052603321 005 20230415200015.0 010 $a9783658401801$b(electronic bk.) 010 $z9783658401795 035 $a(MiAaPQ)EBC7153333 035 $a(Au-PeEL)EBL7153333 035 $a(CKB)25610250600041 035 $a(OCoLC)1354207339 035 $a(EXLCZ)9925610250600041 100 $a20230415d2022 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aApplication of AI in credit scoring modeling /$fBohdan Popovych 210 1$aWiesbaden, Germany :$cSpringer Gabler,$d[2022] 210 4$d©2022 215 $a1 online resource (93 pages) 225 1 $aBestMasters 311 08$aPrint version: Popovych, Bohdan Application of AI in Credit Scoring Modeling Wiesbaden : Springer Fachmedien Wiesbaden GmbH,c2023 9783658401795 320 $aIncludes bibliographical references. 327 $aIntro -- Foreword -- Abstract -- Contents -- Abbreviations -- List of Figures -- List of Tables -- 1 Introduction -- 2 Theoretical Concepts of Credit Scoring -- 2.1 Literature Background -- 2.2 Theoretical Overview -- 2.2.1 Definition and Application -- 2.2.2 Advantages and Limitations -- 2.2.3 Comparison of Credit Scoring and Credit Rating -- 2.3 Regulatory Requirements -- 3 Credit Scoring Methodologies -- 3.1 Traditional Credit Scoring Techniques -- 3.1.1 Discriminant Analysis -- 3.1.2 Logistic Regression -- 3.1.3 Expert Systems -- 3.2 Artificial Intelligence Classification Methods -- 3.2.1 Overview of AI Classification Techniques -- 3.2.2 Decision Trees -- 3.2.3 Random Forest -- 3.3 Methods of Model Validation -- 4 Empirical Analysis -- 4.1 Data Analysis -- 4.2 Logistic Regression -- 4.2.1 Model Description -- 4.2.2 Model Interpretation -- 4.2.3 Model Performance -- 4.3 Decision Tree -- 4.3.1 Model Description and Interpretation -- 4.3.2 Model Performance -- 4.4 Random Forest -- 4.4.1 Model Description -- 4.4.2 Model Interpretation -- 4.4.3 Model Performance -- 4.5 Models Comparison -- 5 Conclusion -- References. 410 0$aBestMasters. 606 $aArtificial intelligence$xFinancial applications 606 $aCredit scoring systems. 615 0$aArtificial intelligence$xFinancial applications. 615 0$aCredit scoring systems. . 676 $a332.640285 700 $aPopovych$b Bohdan$01272154 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910634052603321 996 $aApplication of AI in Credit Scoring Modeling$92996527 997 $aUNINA