Deepak D. - Home · 2019. 12. 18. · Deepak D. - Home

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0usnon M, SO[gtr'ons - Dtc. zo9 | Jdn.11tg Machine Learning $ rscszl 4a' For *At '*rnnsn-cti"or"rs SMctn i,41 +rq +ohJa- hnpuh ttw t'Urui^t' (il tl*op6 o; +r^r * \ transozrion ettr-tdr \ +t +^hlL urirr'r ffr{p{.f -b Ufr}kiir^fifrn tii) who^r u.lL +h{- ^y^rli- W t fl.r o,^d.aL fulfrtlrrL "fo +h{ $wxntttpnt 1 {4.t .f*U t €ntvoyVcs) = - po [uJ " p@ F p- tr.g, po Goin I s, D = cntropJ Cs) - L tu*,#| €ntrory (s,) ti) H,u'-, -l{',u,- o,. q vn\tom/^ oLrr rF 4 OJL po Si-tU-lt irrultwn-ccl .p 5 Cur NtXatiroc 'wfianttt -= 0.qq\ --------a eo, + )e X UtlrtilL linShanrr L 3 + S 6 4 g q &r T T T F F F F T F At T T F l= T T F F 't- Taurr dnw + t -t- + Deepak D. , Asst. Professor, Dept. of GS&E, Ganara Engineerins c;ir;g", Mangaluru

Transcript of Deepak D. - Home · 2019. 12. 18. · Deepak D. - Home

  • 0usnon M, SO[gtr'ons - Dtc. zo9 | Jdn.11tg Machine Learning $ rscszl

    4a' For *At '*rnnsn-cti"or"rs SMctn i,41 +rq +ohJa- hnpuh ttwt'Urui^t'

    (il tl*op6 o; +r^r * \ transozrion ettr-tdr \ +t +^hlLurirr'r ffr{p{.f -b Ufr}kiir^fifrn

    tii) who^r u.lL +h{- ^y^rli- W t fl.r o,^d.aL fulfrtlrrL"fo +h{ $wxntttpnt 1 {4.t .f*U t

    €ntvoyVcs) = - po [uJ " p@ F p- tr.g, po

    Goin I s, D = cntropJ Cs) - L tu*,#| €ntrory (s,)

    ti) H,u'-, -l{',u,- o,. q vn\tom/^ oLrrrF 4 OJL po Si-tU-lt irrultwn-ccl.p 5 Cur NtXatiroc 'wfianttt

    -= 0.qq\--------a

    eo,

    +

    )e

    X UtlrtilL

    linShanrr L 3 + S 6 4 g q&r T T T F F F F T FAt T T F l= T T F F 't-

    Taurr dnw + t -t- +

    Deepak D. , Asst. Professor, Dept. of GS&E, Ganara Engineerins c;ir;g", Mangaluru

  • Outs+,,on ftau golunons-Dr .2olg I ran.zolg Machine Learning $ rscszr

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    # QL ;t',

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    lhd +frc ffipy# €nrrolcrcsrJ

    = 0"qQlo - 0.+61s.

    ofio,ihilfr 0.o

    Deepak D. , Asst. Professor, Dept. of GS&E, Ganara Engineering Gollege, Mangaluru0z

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    br, H -(+) rry,(*r . rr /'.' quol t\0.$ *Vc

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    ve uo,lrur (a): 0"qqO- 0"q938

    in hp.narron0.ssq+ t0.++++0.q838 S*s+ian-:=-

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    '[ €*oyyCs')

    Deepak D. r Asst. Professor, Dept. of GS&E, Ganara Engineering Goltege, Mangaluru

  • Qurs1on Qa+a gohnon - Dtc ,totg I 1ao.zolq Machine Learning $ rscszr

    X. C, bns;clur- n Mboll W b6uuw hn ^!fl.t tqn/ffii:Tq.0m0 o,nd Tt-a,nL, (ulposr Tenrn} tpinx q57' 4 +hL 4+nL

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    fu host {fu wt-t rnofuA bch))Len +fu firrn "tln/ryrs I uth;nhtrnrn wiil rnost J*% wrw\t 04 +tu u)vnnur ?

    €41*'+ probab&{ -liut Tmrn0 whs r^+ probobiJ./q '+{.oJ twnt uvns 14

    *, Probo.billfrJ f-hot ]1tnn!, l.ost a +r.eLt hod uron i4 p CXr[ Vn)

    + probabi{^& -{+'of rrnml l"\lgtrd +t0 nNLt\won bJ Tapn'O i^ p[Xr

    I VJ = e.1e

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    = 0'?5,-.

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    ( o'1s * o.os) t ( o" Zox 0"qt- 0.l16t-= 1 p^ | r-r- ,[Y, Ix) = !,-O.ll6L= 0.8838

    ginct P(v, l*,) { P(Y, l^)

    iTtntn0 hoJ fr b,hr probab,.{rQ q wirnnirna -tfu1, TnnL,,k=:-fltrT

    N obo ' tlu", +1.{.r. orr frr,, ujmfi - hjin I hosy .O wrn@ fiosc

  • wsriol P, Machine Learning

    8. C The following table gives data set about stolen vehicles. Using Naive Bayes classifierclassif,ithe new data {Color: Red, Type: SUV, Origin:Domestic}

    Color Tvpe Orisin StolenRed Snorts Domestic YesRed Soorts Domestic NoRed Snorts Domest Yes

    Yel ow Soorts Domest NoYel ow Sports Imported YesYel ow SUV Imported NoYel ow SUV Imported YesYel ow SUV Domestic No

    Red SUV Imported NoRed Sports Imported Yes

    y: cugryir pty) f o(xiIy)- ley -i,r(toTia\^fiI , ttatut) + tofrr I fA ,y,iln,^,)

    UuT

    (tlut lsPo,ts , surr)t Orir4h I Dor,sric , gnpotc,A)

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    srolcn,y.r) =

    Stotcn = N, '

    \lnlrru

    p ( color,

    P krlnt "P ( ult"PCt tlr=

    0-6

    0"t

    =0.t= 0,6

    trls = o.g,lt - 0,+l/r - 0.1-3/r'0.6

    e.af stot,n =!u) = * =P.llstotcn 'r,b)= +Y,tbrrl I Stoten:!u):

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    2^

    s?

    TP[!P" = sPorrP h[p" = cPorr

    P($p. = suv I

    P[rgp. = suu I

    qrJ

    Color Yu NLOPu{ 5 2-!ttl-0, L 2J

    Typo Yu AfO

    Cport + g-Suv I 3

    Deepak D. , Asst. Professor, Dept. of GS&E, canara. Engineering colleg;; Mangaluru

  • Q,urStioo Pa{,l 9{rmOoS - Dq,.ZOn I Ian.ZOn Machine Learning f; rscszr

    +

    4

    Val.lrt

    (Lass,tr, +i.e r\xrt) dofc = ( gra, Sut/ , Dorn uttL)

    For SO(rn = yg ,o

    ( nLor. Rtd Ismt,n,y,{)* (tp,= euv f sdrn ,y,t)xptv u)

    + 0.6 * 0.2 4 0.+ * 0"s:) p 02+-,( fo, [tu.(cn = Alo :

    €oll\rl+ [cobr = ?d[ sml,n "ru,)*

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    -) o.+*0.6{ o-6+ o.r-) 0. 04L

    -

    Tht,r0rioin Au Al,

    Dorn'6 gi1 z 3?mportud 3 2_

    So, orlc tloutd UMA',14 *?rt fW dninb)

    P [Otig in ' Dorn csnrf.f+otrn = U4= 2/s = 0,*P (oriSin= Dornunc I vuttn= M) = 3lr = 0'6

    p [oriX.n =L^prrt",r I stalt n=y,J)= s/E = 0.6

    P [origi.,= ],npo,ttd I Stot,tt = I = zlr = 0.+

    (ot;Xin = Domum I

    S'{rrttn. Yri)*

    M nn|c Sfuttn

    Deepak D. r Asst. Professor, Dept. of GS&E, Ganara Engineering Cofiege, Mangaluru