Page 177 - Ai_C10_Flipbook
P. 177

Step 5   (ePfoPmlLineaPlRegPessionlAnaaysis
                          xviii.l CaiiklonlthelData AnalysisloptionlinlthelDataltab.
                          ll    ThelData Analysislwindowlopens.
                          xix.l  lSeaeitlthelRegressionloptionlundePlthelAnalysis ToolslaistlboxlinlthelData Analysislwindow.
                          xx.l  CaiiklonlthelOKlbutton.l
                          ll    ThelRegressionlwindowlopens.

                          xxi.l  lSeaeitlthelDistancelioaumnlwithlheadePlfoPlthelSelect Y Rangeloption.
                          xxii.l lSeaeitlthelSpeedlioaumnlwithlheadePlfoPlthelSelect X Rangeloption.
                          xxiii.l lSeaeitlthelLabelsliheikboxltoliniaudelthelioaumnlnames.
                          xxiv.l lSpeiifylthelOutput RangelwhePelyoulwantlthelPegPessionlPesuatsltolbeldispaayed.

                          xxv.l CaiiklonlthelOKlbutton.
                          ll    lThelSummary OutputlfoPlPegPessionlstatistiisldispaayslinlthelwoPksheet.
















                 Step 6   (Pediitl istanielUsinglthelLineaPlRegPessionlEquation
                           FoPlthelgivenldatalthelaineaPlPegPessionlequationlislyl=l3.603xl-l10.835.lnowltolianleithePlaoiatelthelvaauesl

                           oflxloPlyldiPeitaylfPomlthelgPaphloPlwelianlaasolfindlitlbylputtingleithePlvaaueslinlthelabovelequation.

                         Orange Data Mining


                 OPangel atalMiningl O Mllislanlopen-souPieldatalmininglandlmaihinelaeaPningltooaldesignedlfoPldatalanaaysis,l
                 visuaaization,landlexpaoPation.lItlislaluseP-fPiendaylpaatfoPmlthatloffePslbothl(ython-basedlsiPiptinglandlalvisuaal
                 pPogPamminglintePfaie.lThislmakeslitlsuitabaelfoPlbothlbeginnePslandladvaniedlusePs.lYoulianldownaoadlthelO Ml
                 foPmlthelwebsite:lhttps://oPangedatamining.iom/downaoad/.

                 SomeloflitslimpoPtantlfeatuPeslaPe:l
                  l • Graphical User Interface (GUI):lO Mlhaslanleasy-to-use,ldPag-and-dPoplintePfaielthatlaetslyoulbuiadldatal
                   anaaysislwoPkfaowslwithoutlneedingltolwPitelanyliode.lYoulianlsimpaylmovelandlionneitldiffePentltooasltol
                   anaayselyouPldata.lUsePslianlbuiadlmodeas,lvisuaaizeldata,landlanaayselitlusinglalsetloflwidgetslthatlpePfoPml
                   speiifiiltasks.

                  l • No Code Required:lOneloflthelbiggestladvantagesloflO MlislthatlitlaaaowslusePsltolpePfoPmliompaexldatal
                   mininglandlmaihinelaeaPningltaskslwithoutlhavingltolwPiteliode.lThelintePfaielisldesignedlsolthatlusePslianl
                   simpayldPaglandldPoplwidgetsltolpePfoPmlopePationslonldata.

                  l • Widgets:lO MlpPovideslalwidelvaPietyloflwidgetslfoPldiffePentltaskslsuihlasldatalpPepPoiessing,lvisuaaization,l
                   iaassifiiation,lPegPession,liaustePing,landlevaauation.lEaihlwidgetlPepPesentslalspeiifiildatalanaaysisltask,lsuihlasl
                   data loading,lcleaning,lmodeling,loPlvisualization.

                  l • Machine Learning & Data Mining:lWithlO M,lyoulianlappaylmachine learninglteihniqueslaikeliaassifiiation,l
                   PegPession,liaustePing,landlassoiiationlPuaelmining.lItliniaudeslaagoPithmslsuihlasldecision trees,lk-means clustering,l
                   logistic regression,landlmoPe,lmakinglitlalvePsatiaeltooalfoPlbothlbeginnePslandldatalsiienielpPofessionaas.

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