Oracle_Data_-Release_2_11.2PcPcBOOKMOBIR .,39+>yC I NFSYahKov}q y"$&(m*%,{.Y0+2468:<>@B'DF?H$J+L2N9kP>RF<TMVTX[bZbI\i4^pm`wb~dxfhjlnsp=rt v;x}z֥|S~hBw cB/"1*19@@GOU7[b{j8qzy .ď ڟ& #*0t6=DKQX_fpmt{|~P]< ʤ HQD L `  " @$ & ( *h* A, P. 0 2 4 6 8Q<Q>uP@|BDOFHJLN#PRTsVNXZU\Ӂ^`bdfhj flnp r(t/v5x<zB|H~O-V ]e ltt@{w"S}EdP-?8%,4R;BI'OWC]eJlszmr( `LJoދ >%-;4< C KrS/ZbEiq5yra "$x&(~*,B.}02\46-8:<>@ BD+F"H)J0kL6N=PCRJTQ4VWX^Ze8\k^r`yIb@dfhjll;npertvxbz7|%~ٯ t\$LdMOBIh$1 XEXTHhE16808-06dOracle CorporationeOracle Corporationi9Oracle Data Mining Concepts, 11g Release 2 (11.2)gDiscusses the basic concepts underlying Oracle Data Mining. Includes information about mining functions, algorithms, data preparation, and predictive analytics. en-us horizontal-lrkindle:embed:000H t ,8 @@@  0626-3a91e28 } y Oracle Data Mining Concepts, 11g Release 2 (11.2)
OracxDatainingcepts, 11gelease 2 (11.2)ListExampleHaPNjǃw_p7wwwigurooo//ߗ38߆߆ޚ2φφϒ?g2861??>TndXpyrightnformationww'N6994''>Paceߍߍulliߊ785">AudiqG@ 7>DocumRccessibilitywߕ9219>ated oǩ041pvhw/J'250">What'sewn ץ?GGoo/316'G"tab!11gP0ɢtroducwow7翷930> >1啩sG585g̃'gO'947'ItoAciscoverϦ繾605di"V142">Group7wO@79OpYϳϭ'6278टS1sX簷382ׂOLAP'W559wuWarehousW|72MCg@2Not'Ǽ/863ǼsktheightueǼ߾06924">UnderstYourW77">TgroɿG133ϿomefHH24Ga0r5parOǿO9411?O">ModeluilZ!Evalu7!57Knowledgeployment״'ggg72=9߼7'wwؘ߽winKernel/ge8245Og4Exad7O083567O Miningunctions
Supervisedata 6318dear:est煑Uns狗922狗Lj׈0090986>OracleǑǑnj7W''@6532''>glgPthmההׅ787'ׅ oG10197g ߃WגǛǃ664ljPreparaIGGG68'GAAutomPc;ׂטww110071ww>Modelransencyw176">Howose M?27'er492">PL/SQLackagew828`쮯206?R-ODM׫Gׂ.2180װ>PMMLmport//3655//MSpreadsheetdd-Inor1dipvenaly(/5ж>JavaPI_O3220_">WherpiFindnonbout6467'esources thTechngyetwork??3767oO('aba?_hh2size="+1">38troduc؃5??51297??>Ͻ׷ϽbOg244OitבPG7w355ww/Ox/߹߽15531WwwwwwwϽoo5865oohBMS_PREDICTIVE_ANALYTICS6241'">Example: gw564">BehѠScen6653/XPLAIN777F744o7oooz81occuy'69753OFILEGOOߥߥ߿oj7099GoartIM婏30O4RegressǨoG400G7760677nw_J80_XLinearWW?97?8Mulxariate GG80839> Coefficients <(Nonlinearegression2619>Multivariate 3092>Confidenceound76/ul1gN801>TestingnodelNjbNj84670Nj>wtati@cooo5046oo>Rooteaquaredrror'''&6214''>Absolu}722ߔ8Algorithm'h2size="+1">5la،?ڂU_\90083__>About''302ߝa///89OCuatrixooo574ϣo">Liftϥ677$ןרgg19980GgceiverperCharacter (ROC)߫200967>The @urven14reandt93andKia77733977?ww׶gg4wgaQoOWgWs060-ersusccuy'''9Ǿ' PosieNegxhje߾oow8595oo>AgnbBenefiwG021Ȼ_(riorOOO21Gw%6Anomalyetec546׿??ǵWc651">One-b!gorӶlData^94?:FindYOutliױ׾߮4?߆φϓvooo߃105ߓn7mClusIng7764v341/">Howr0omputed?wwF526o">ScNewWWW55archloo594hul/2631upportConfidenceGG2676'">Evalu]߾Ͻϙ752WϭQ7777OH313O786ssoci_23׿__6_sociationules <(Market-Bas8nalysi4199>Assoc?esndCommerce/ul1 5250>Transacalata7386 AlgorithmGh2size="+1">9eatureeleExtr+PH <239363>Findinghees ttribut41538>_\ooo272oow4855wwW:6 >PartIIo//795ǟ10Apri8gߒߒߢ9121>AbouOOOI50602OOFrequeItemseta>129ntecedConsOOO79GO">Pfi210g">reparfor_װ߂5ǰ߰N8ve  jStarchema///366'/">ꋄl׶׶ב4׶>Sse/C577@alcul?wow+607wwL725871o62937">Example: gfromGG7234Gvalu7oo869oo>Suppor_7407477o5>Lifg_ϊ84ϰ7115DecisTre/gߎ#95G߰f_28046ee_315/_/ce#׿׶?o40odvantagof497߾">XMLOModeldzǾ2854GǾGrowa߿735׿lit'_'΋(''Ystatrix_92">viOver-F98g">Tunath`Alg0thmOO141'OHPc/w///9264ף/2-Generaldinear9WWW636W LMnraclȋMiIߴ߂94">InterpretabiyJTranxry <(WideataConf`nceounds/ul1773975177>Ridgeegressiono300825>Buildettingsor ϊϊσ242ϊυand ׈׍680ariaInflatactxLineaЉ'oo3179ooreparooϔ67_">TuniagnosticGLM?>4117?:__6012__>6204hefficiexStȂggg 95g">GlobalodelOo781עow礗Ǡ'WW856WWS/ggc953gǂǙߣGG12GGogҦצ׮G337">MiValue'''WW31591W">w///߈62ߗ//ׯ???d8?ߗ߃o?d8wgϸ/}2156/ؒG90eferrClasow2446>*eight߽276ϚOOOO347O''e4737w_G__h2,size="+1">13kAbout 67">Oracle MinEnhadGGG//߆ď߾ؾroidoooȬo">ScorHwwOO2WO">Tu2theOOMlgthmW529'wGGG3731WG4EmumescripLength??/:823Ͻ=MDLϺwςO90ϿϺqmpnd`8py//40>Valuesf҂omariable:DribuIwww12wignia dictorG22罧ot(56">Ĭ'7^304377Uelec/></a> <(TheDLetricDatareparationorY''!h2size="+1">15aiveayesω8E <48333>About@GD531wGdvantagesfׅ׏oo)667oo>Tuning׃xModelϒ??511??oohϏ7226on-NegMaxactorizB'___874^MF_954__">oo60960>Scwith'1364>Texti:223tlgthmϧ??F344G?oooooNj528ǪǤo7mO-Cluster'___6962\װ789'">PartiQStegyǩ7>8577Nume`altbut???6927G?C繷702_cSampl//~1//>Processlow3101WWWWW5W6߾߽f490_ؙ߱߱wϽOOU61OHUser-Specified GG߾/ggW74?W18Supporte1chinϵGGG979߿Eooo/?380228??>AdvantagesfVMϾǂ1236Ǿǂnracle++o?67?abilitO239Ial_354?">Kernel-BasLear///h46/F588؍Model߽߽߽9219g߽߽߽ؓOǽ39343">Normalizo93andutom8cW9483'sClassc)5>reightoWW׿3968׿>One頯77739754o73Regr`xapIVo?ǰǰǗG8Ͻϰ9ŒgEmbeddϿQt> OverviewNaGGD402275GG>TheaseablewPp4089>DatayponsionWW5256WWe ɇ_/ʅO8007>TextransformatG猗409192>Businessndomain-Sensitivgsgg_10778__>Autptic2repar//1657/inning'g273g">Nliz?ϗχq358ϗutliereatmentW4654WW>7ith 7/2046מ/">Embeddexϔg276Listˑooo礗j3860>OraclSi out牾4377甾'g=794g77g043ؒǭ">u  WoϦϰǃ26ǖuency''308/'">InternalO7O <609">Part֒UUnstructurtǺ砘Xn >20 WWWWB712Wb__ϓ853">How SupporhGG痃9551>MixOᅲ4𿗿bTypǿgg4@ϿgdAlgorm/70-ClassificOO39OOulti-ocu_82oTarge'?5012">߈罟''5133_Fus`45273wF(PxtWW490WAssocio!64ttributemance7DzǾ5747ϾrePJA 6014">Ǥand}ag648g">Glossar5117׿dex/divmbp:pagebreak/J br/q1wq2rListf8amplIO/߿߿1߿2-1ombine77winQLue߸63740߿>3dicomersopLikelyoncsependw@ffHtyardw?2H49>10PSransal//003498Sontolor="#039">15-1seayes'heoremoredictnncrea0inpending Listfigures4hLinearegsionithӕor_82309_߃h2onlIߕ0194590ߝ_>QConfuMatrixbainarylaficatodel?208162osiZandegonߙߜ.1009373؟ߜW/3613O">8)ransaalz߈U822W_YSampDeciTreeuleς594O2Ϥ35142?dbxbabiles߯ٮǮǮǮǮǮǮǮǮǮTabl09125g?">20gupervisedungǯ?Z345'Y2_/Unsoo/ţ(3ǵAlgormsj??wOu0228O4g׶:W/W3269׽/q5wGDocumentwwwu4082ww6vew6硲basϼϼ3815ϼϼȔǿϕ0v2793O">7!lusterGBCompa'''5744'00 Itemsetoj2requϼϼϵ6349υ3777m4781774!1mum9port 67%///844_/5~ɳ1Wv1852W(QDiagnxqZ2GLMegresModel׾׾׳25308׾׃2owLogicϞϿﷆ8O8Buildett8.*VectMachinǽǽ41586ǽ9߳߭WaADPWWW]2513׾WZ2inMethodDBMS_DATA_MINING_TRANSFORMgg84773ormalizǃǃǃǻ''3120utlierreat406 Type Textlum4438Ͼ2hatooo-62727o3ngunctions:racleatainingndText ®ngConcepts11J>Xi؀zelease 2 (11.2)Ă>E16808-06''>July 20*Gh}, ____ϊ'GG@pyright &cX;05,,  /ortsffiliates.ll seserved.ߎ>Primaryuthor:athy.aylorǐ>Thisoftwarldocumentay providundericenagreea㘀ac0trik uIdisclosu|tecbyntellxualpertyaw(Exasxp8smitinourallow`,Qayot,py,0ductransa,roadcast,odifH<,чbuexhibformHublish,i planari[Hme .verengineer`zassemblecompiofrunlquirVRabt@x"O''+e9k4(here!ubj ohangeut@``)pbrror-f(.ffixp or0hemYuswrit__">؉eјnat1delic.S.onnyone|AinhalfSǁĔfoى4pappable:>[OVERNMENTIGHTSrogram d0bȠ//,Hhnlɇ߇customС"hciQ@r"!lG"rsu=7exhAcsXReguT2gency-specificp(( dAYc8adu9"\֦jdapslϐ-mXet)thqGBB褀xXext)L?ddꈙSwFAR 52.227-19,PvXsSML(Decpx7). A ,nc., 500ParkwaPRedwoodäCA 94065hardbveldɫarie`ئwn0nܑ\I Ϫl+Hinqntd ron(includWbicrerisksinjuryi_\nȺ2@piQakؤ8rifail-safYackupIdun@corцoh9`(ؼ1Cor@)aff輀1aim Zdamsaп!>JavaRis rademo/namqЁ PrefaceThisanualescribeheeaturh(Oracleataining,xmprehensivemolutionntabase.txplainkggormand"itaysnceptfounAfmuche cedurinm; en0s. (See 9filepos=0 39219Ћcolor="#">"RelatXDocumR"a>.)Qʄ݋topics:ulli7851>AudieX*WO038087OO>A"ibilityo?7773//n'41023>ConvPs/21/X75 @q(iJ iAd8analysiapplicdeveloper4peci8/WWVχϢϢFnboutL'smit˒,is)̓rogrameb@et e2 (11.2)nlinLibrary. 񯟯75safollow////.E11882-01&8DMCON7/////-Ͽυ7777ADM?776AdstratorGuid@w?w~PRGw7ľ5''/WWWW/.JAV__/JavaPI0fereߵ0(jP)϶(w(virtual⼠OwwwwOMARPLS192gߠPL/SQLackagesndypP'x___">DBMS_DATA_MINING߹߹߂_TRANSFORMǵǞoVPREDICTIVE_ANALYTICS4/jϾϾϾϾϦRF20030ǰ?+ILanguPnt> atainingunctions ConvenTheollowtextresednhisocumh:itHc^a/WOK4WM_[co8nds:aqa ,RLiexampJthatppearsacree%%Q`erLΦW'sew)OracXg?1Hse2Ȉ@ib0nfeatur_g.tPclu߂s̶޵ifilepos=0 43164Bcolo#039">abase 11nFҠЁ2 (11.2.0.3)ϺVFY[044801τ2߄46616W11/2由1Gggggߖ/g' 2>ThwJavaPI de{qr.#cJa˜3ҪpXry=""rȚ:80%"ramhsi"u="groupxcellpadd="310OWPNotePpe fnotd'`Ha.Ӳ8or؊Oϡسbackwardpbilityly_ϩϩϩϪ&7VsIf liȐ$,'Elassic,still xilRJownloadOTN,uH`oongunavveloppt__[o߄,oo'''(attp://www.o./technetwork/dL/op/odmmf-168677.htmlůOOOOOOOOI߇/'gfgg܋-097463?ώώώώσOOOg?//wwwwOOOOO7OwwIqcanmportxternally-createdLModelshenheyreresenasalidMMLocums.isnML-basstandardore The IMPORT_MODELEE3way+beutoc1ncExrcoryoff$divcr">
Seelso:aL/SQLМdypReferencedipaboutgg.ilepos=0 82458("gٜ,<"ǍL//J/Xa`le (11.1)/.+pull3b>MZschemabjectsktIfx,/6zlebdic9U϶ga.etewgdviews[heirpertieHN0systemivXcro3ss GЋDvioussalxɇвuM////DM׋' gbOOOO7moongerxis6ϻϲѲd=DMADM004vAdstrator'suhinmaۖ)βsuper Seelso: ullia filepos=0398934coloh#">Chap 19"inPm autoqcndusxtransgDMKO*baseL/SQLackageTypPReferenceDBMS_DATA_MINING_TRANSFORM/B/// /}!wf @qymissvaluhyeenthard(8croslqthms8.Twhpigh دXpٲZemptyXtlℜAas;ȳ.Ԉ(qke8vWYso`,ҷۃʷ,ayWVXdom._G(Ϗʎa5res on-%GG???;Vg>,ecisyTr9O-ClP0htjC}Ier񀩻PYxmHy=""Hຠ@80%"rpsides"ules="groupxpadd(="3!0sZ Also:DMPRG005Appl"D9pr'suлa1ooooooohGr1Linear;0ls___]Aw, ,introduPXV0صsuncys:lif(logisticgȗ)ʀ(;)__ilepos=0292649ȕWUChap1""oooooooolN`SQL׿FtWW' PREDICTION_BOUNDSǛ,7or th?.turnonf8ncepunds Hdic<() Gprobabilitiy'߹߰ 4 eloper'suide 0r2bodyytablebr/divYEnhancedupportorost-Sensitiveecisionaking
!atrixisificantlyinracle 11i>P.ゟ eddremov8fromnylassRtmodelsheewroures, DBMS_DATA_MINING.ADD_COST_MATRIX)r@dςςςς.REMOVE>.OnTrel6builtxEcer"h /gӛCng鲧ɮ'0.2,ouuldKbConfigurA((DBCA)o@eRgpi._qdone:(''7%w‘hcocal(Searchool (BLAST)ojؽۏDepre(+ߏ߼'>daBayetwork_[algXthm (replHGf_USER_MODELgi7that)vpbouP,sletts (examplpooohGEY_SETTpGFDEFAULTWoWɜϜϜτIGNATURE׿)Ѝby!di⳨Zs.oooooooooooooooooa>ƪsmbp:pagebreak(h1'8+2Partɭ ѲLp' Introdu/-ۻ essϸΙhR(analyticXT@firshhereneral,igh-lverbthowhon(techngies.

C1, "WI?߽߃0774 "uѸomoo1497013ooeЏA}77777i >1ewOOONThm$W (82m#yܟLcer"ktabsumm=""ordePd80%"ramhs"ules="groupxcellpadd="30%3tbodyr!dߠߠݤNote:

nformationboutatainingsidelyvailable.o terhatourevelfxpertise,Ɂlleleoindelpfuooksတacles 0g.er twoebit8P)getted: