LEADER 00749nam0-2200253 --450 001 9910837498903321 005 20240311133856.0 100 $a20240311d1958----kmuy0itay5050 ba 101 0 $aita 102 $aIT 105 $a 001yy 200 1 $aUniversi del discorso$fFerruccio Rossi-Landi 210 $a[S.l.$cs.n.$d1958?] 215 $a[396]-421 p.$d24 cm 300 $aDescrizione basata sulla cop 300 $aEstratto da: Rivista di filosofia vol. 49., n. 3, luglio 1958. 700 1$aRossi-Landi,$bFerruccio$032408 801 0$aIT$bUNINA$gREICAT$2UNIMARC 901 $aLG 912 $a9910837498903321 952 $aDAM OPUSC. 09 (36)$b2024/1575$fFLFBC 959 $aFLFBC 996 $aUniversi del discorso$94131196 997 $aUNINA LEADER 03034nam 22006135 450 001 9910484742203321 005 20250326142530.0 010 $a9783030543389 010 $a3030543382 024 7 $a10.1007/978-3-030-54338-9 035 $a(MiAaPQ)EBC6631133 035 $a(PPN)255885970 035 $a(CKB)4100000011945987 035 $a(DE-He213)978-3-030-54338-9 035 $a(EXLCZ)994100000011945987 100 $a20210524d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Mining with SPSS Modeler $eTheory, Exercises and Solutions /$fby Tilo Wendler, Sören Gröttrup 205 $a2nd ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (1285 pages) 327 $aPreface -- Introduction -- Basic Functions of the SPSS Modeler -- Univariate Statistics -- Multivariate Statistics -- Regression Models -- Factor Analysis -- Cluster Analysis -- Classification Models -- Using R with the Modeler -- Imbalanced Data and Resampling Techniques -- Case Study: Fault Detection in Semiconductor Manufacturing Process -- Appendix. 330 $aNow in its second edition, this textbook introduces readers to the IBM SPSS Modeler and guides them through data mining processes and relevant statistical methods. Focusing on step-by-step tutorials and well-documented examples that help demystify complex mathematical algorithms and computer programs, it also features a variety of exercises and solutions, as well as an accompanying website with data sets and SPSS Modeler streams. While intended for students, the simplicity of the Modeler makes the book useful for anyone wishing to learn about basic and more advanced data mining, and put this knowledge into practice. This revised and updated second edition includes a new chapter on imbalanced data and resampling techniques as well as an extensive case study on the cross-industry standard process for data mining. 606 $aMathematical statistics$xData processing 606 $aData mining 606 $aStatistics 606 $aComputer software 606 $aStatistics and Computing 606 $aData Mining and Knowledge Discovery 606 $aStatistical Theory and Methods 606 $aMathematical Software 615 0$aMathematical statistics$xData processing. 615 0$aData mining. 615 0$aStatistics. 615 0$aComputer software. 615 14$aStatistics and Computing. 615 24$aData Mining and Knowledge Discovery. 615 24$aStatistical Theory and Methods. 615 24$aMathematical Software. 676 $a006.312 676 $a006.312 700 $aWendler$b Tilo$0755875 702 $aGro?ttrup$b So?ren 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910484742203321 996 $aData Mining with SPSS Modeler$92169029 997 $aUNINA LEADER 02080oas 2200889 a 450 001 9910145954703321 005 20250510213017.0 011 $a1555-6654 035 $a(DE-599)ZDB2024886-6 035 $a(OCoLC)38871145 035 $a(CONSER) 2007233652 035 $a(CKB)954926222371 035 $a(EXLCZ)99954926222371 100 $a19980331a19579999 sy a 101 0 $aeng 135 $aurmnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBiophysics 210 $a[Denver, CO] $cPleiades Pub 210 2 $aMoscow, Russia$cMAIK Nauka/Interperiodica$cDistributed by Springer 210 3 $aNew Yok, NY $cPleiades Publishing, Inc 210 2$aJersey City, NJ$cSpringer Nature 215 $a1 online resource 300 $aRefereed/Peer-reviewed 311 08$a0006-3509 531 0 $aBiophys. 606 $aBiophysics$vPeriodicals 606 $aBiophysics 606 $aBiophysics$2fast$3(OCoLC)fst00832656 606 $aBiofísica$2thub 608 $aPeriodical. 608 $aPeriodicals.$2fast 608 $aPeriodicals.$2lcgft 608 $aRevistes electròniques.$2thub 615 0$aBiophysics 615 2$aBiophysics. 615 7$aBiophysics. 615 7$aBiofísica. 676 $a574.05 801 0$bOH1 801 1$bOH1 801 2$bOCL 801 2$bOCLCQ 801 2$bOCLCS 801 2$bGUA 801 2$bDLC 801 2$bOCLCQ 801 2$bOCLCO 801 2$bOCLCQ 801 2$bOCLCF 801 2$bOCLCO 801 2$bOCLCQ 801 2$bOCLCO 801 2$bOCLCQ 801 2$bUAB 801 2$bAU@ 801 2$bWYU 801 2$bOCLCO 801 2$bUKMGB 801 2$bOCLCA 801 2$bVT2 801 2$bOCLCO 801 2$bU3W 801 2$bNJT 801 2$bDLC 801 2$bUBY 801 2$bOCLCO 801 2$bQGK 801 2$bDLC 801 2$bOCLCQ 801 2$bSFB 906 $aJOURNAL 912 $a9910145954703321 996 $aBiophysics$91119235 997 $aUNINA