Knowledge discovery in large databases using Data Clustering algorithms K Means & Fuzzy C Means impelented in PHP

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    // ChPXRPR R]gi P] LiLhRC] b*tr c*tb*tr-,#&t*pq c#t:

    ?

    // v]hPLPR ig Gtr*r'lca)U` ca)Td:

    ? rtr cb*tr*:?

    // iRP R fjPr;rl+&t&.#e#d:

    // @Lsj]R h R]gicr*bta6*;b;r6l"WFBFG^ 4(OA +t \EF(F DN ca6+"d:

    %eb lcr&% a6*;b

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    0

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    ^' K ! & &

    47C53>0 ) (' 47C53>0

    $O j{]i ki v RCLgJRL PR ]] Xg]R i QiRL

    PP]]P L ] j{]i ki RiL ] {ki CLXh jXR LH

    g[

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    >$'>5( ?( !515!#: &"

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    W ' ! / ) - A>195 LhR L RQQCSg sjPd

    2n#e#

    // mLPjQ]R L CR sLsL]XHRb+ l"$/8#'r#e/*r/8#'r#e.#e#"d:b+ l"$/8#'r#e/*r/8#'r#eb.#e#"d:b+ l"$/8#'r#e/*r/8#'r#e*ttr.#e#"d:

    // jiRL PRP R sjPr;rl+&t&.#e#d:

    // fCP]R hP]L iR jCJ]i P sjP// RLPCgSRL ] iRcr*btr&%* a6*;b;r6l"WEO\ ^KBFW 4(OA *t&+"d:%eb lcr&% a6*;b

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    c*#b&tpcq-,ar-,Wt4bbG&b&rl"b"d:c*#b&tpcq-,ar-,WtG&b&rl"b"d:c*#b&tpcq-,ar-,Wt\+telxd:?

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    >$'>5( !63 >#"' ?# &%#$"&? " ? U&?.

    2n#e#// ]XR]R C P]LJR QL PiRP R sjPc*r"r&&t":c#**"":c+"*t&+":// iRPcba6*;b&tl"b&be&*t"`c*r`c#**d:

    // mL]QH fjP

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    . @ AMC_ $! !!$& n` k&

    & ( !) ) & & " !) I21'E6 ;49+tfrdcl @ Afmc+

    ) ! ($

    !) !K & ' #)

    47C53>0 # $ W - A>195 # !

    ) ! ($

    ! # !) '

    " !) - A>195 #) 47C53>0 & "

    &

    2b"Wat" /, 2/bb, 2/#,

    2/

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    ! & ' !) ' M6K$+ @H@ ) & !)K )# P A>195 & 47C53>0 ($

    >$'>5( ?( &"

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    //v]hQLPR Gb*trrGb*tr*lc` crrd1

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    // @Lsj]R h R]gicr*bta6*;b;r6l"WFBFG^ 4(OA +t"d:

    %eb lcr&% a6*;b

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    a6*;b;r6lc;r6`cbd:

    ??

    ?

    e& "E J_CP gQLiR R RLJ2K(,":e& "2 er

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    >$'>5( ?( !515!#: &"

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    .# ejdd[ ( AMC_ $! !!$ $ k

    & ( !) ) & & "

    !) )# 47C53>0

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    2

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    >$'>5( ?( &"

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    1

    cta# 9:

    cta#K 9:

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    e& "2a' *r+*ttr.#e# &r+r9 b'tr %+te M99

    e'ety99,":

    e& "2r,":

    e& "2r,":

    e& "2r,":

    // mkP i R R]gi

    e& "2tb %+tex99 &r+rI,":

    e& "2^(,2^N,2K,Y&t*2/K,2K(,2/^N,":

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    ^' K ! & &

    47C53>0 ) (' !K m>930=0

    ) ) & # # 47C53>0$O j{]i ki v

    RCLgJRL PR ]] Xg]R i QiRL PP]]P L ]

    j{]i ki RiL ] {ki CLXh jXR LH.

    fa

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    >$'>5( ?( I15_'>J( !51&5&?( "

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    //X]C]R ]`JC_ L gQRX]

    c*#b&tpcq-,ar-,Wt^6#lA(4DBBFNGD(GBFd:

    c*#b&tpcq-,ar-,Wt4bbG&b&rl"b'et'r"d:

    c*#b&tpcq-,ar-,WtG&b&rl"b'et'r"d:

    c*#b&tpcq-,ar-,Wt\+telxd:

    ?

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    cI r+l9`Ixxd:

    c7 r+l9`Ixxd:

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    .% ejdd[ ( AMC_ $! !!$ ` k

    & ( !) ) & & "

    !) )# 47C53>03>0 & [$

    !) # ) & @H@

    /:61.*#*I "$

    2

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    // mRiJ] i jCJRL ] Gb*tr 9 ` gJRL QiRL RQQCSH P sjPcr*bta6*;b;r6l*bt

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    ?e& "2/tr,":930=0 ) ) & # # 47C53>0$

    W ' ! = ) )

    ! ! $

    fj

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    .c @ AMC_ !! !!$ $k

    & ( !) ) & & "

    !) I21'E6 ;49+tfrdcl @ Afmc+ %

    ) ! ($

    !) !K & ' #)

    47C53>0 # !) @ Afmc+ #

    ! ! ' X. !

    # $

    ! # !) '

    " !) - A>195 #) 47C53>0 & "

    & K$

    2b"Wat" /, 2/bb,

    2/#,2/

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    >$'>5( ?( &"

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    1// i = Rij L]CQ Gb*tr*// QR]R R J R]gi

    cb*tr*pq % Gb*trld: cta#Y % Y&tld: cta#Y-,)r+l9`ca)Ud:

    cta#Y-,6r+l9`ca)Td: cb*tr*pcq-,>'Y&t cta#Y:?

    // fjR ] PR] P] PLgPRC] b*tr // i]hQLPR Gtr* // Cg{R I99 S]Cg

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    ?%eb lc)r&% a6*;b

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    ?

    e& "E ig J_CP gQLiR R RLJ2K(,":

    e& "2 er

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    >$'>5( ?( I15_'>J( !51&5&?( "

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    c*#b&tpcq-,ar-,Wt^6#lA(4DBBFNGD(GBFd:c*#b&tpcq-,ar-,Wt4bbG&b&rl"b"d:c*#b&tpcq-,ar-,WtG&b&rl"b"d:c*#b&tpcq-,ar-,Wt\+telxd:?

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    .o @ AMC_ !! !!$ ` k

    & ( !) ) & & "

    !) I21'E6 ;49+tfrdcl @ Afmc+ %

    ) ! ($

    !) !K & ' #)

    47C53>0 # @ Afmc+# !

    ) ! ($

    !) # ) & @H@

    0$%>&(+G

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    ! & ' !) '

    M6K$+ @H@ ) & !)K )# P A>195 & 47C53>0 ($

    >$'>5( ?( &"

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    //v]hQLPR Gb*trrGb*tr*lc` crrd1

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    cr*bt)a6*;b;r6l"WFBFG^ 4(OA )+t \EF(F DN ca6+"d:cr*bta6*;b;r6l"WFBFG^ 4(OA 6+t \EF(F DN ca6+"d:// @Lsj]R h R]gi%eb lcr&% a6*;b

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    cta##&t) c+tb*tr*pcq-,#&t*pc8q-,):cta##&t6 c+tb*tr*pcq-,#&t*pc8q-,6:

    c;r6"DWF(^ D^Ob*trcl+t#&t*)`+t#&t*6d

    >b*lcta##&t)`cta##&t6d":a6*;b;r6lc;r6`cbd:

    ??

    ?

    e& "E ig J_CP gQLiR R RLJ2K(,":e& "2 er

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    >$'>5( ?( !515!#: &"

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    2#,@_PR i LH QL i 5( ?( &"

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    // mijsR 7999 S]Cg

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    c*a ~ cAtr)Vpc8qpcq:?

    // i]iL]]L]R R]gi _PR ] jXC]LP L QCH L//LP]R R =

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    e& "O i jCJRL L CgRL i LQCS]i ]L C]Q]RiRRQQCSg...2K(,":e& "@LQCSH...2K(,":

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    e& "2^N,2,)$c)2/,2r,2,6$c62/,2/^N,":930=0 ) ) & # # 47C53>0$

    Yj

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    >$'>5( ?( I15_'>J( !51&5&?( 7 !515>: >5' "5' I'52"( '( "II15_(n

    2n#e#// mLPjQ]R L CR sLsL]XHRb+ l"$/8#'r#e/*r/8#'r#e.#e#"d:

    b+ l"$/8#'r#e/*r/8#'r#eb.#e#"d:b+ l"$/8#'r#e/*r/8#'r#e*ttr.#e#"d:

    // jiRL PRP R sjPr;rl+&t&.#e#d:

    // fCP]R hP]L iR jCJ]i P sjP// RLPCgSRL ] iRcr*btr&%* a6*;b;r6l"WEO\ ^KBFW 4(OA *t&+"d:%eb lcr&% a6*;b

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    c*#b&tpcq-,ar-,Wt\+telxd:?

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    .=qejdd[ ( AMC_ !! !!$ ` k

    & ( !) ) & & "

    !) )# 47C53>03>0 & [$

    !) # ) & @H@ /:61.*#*I "$

    2

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    ! & ' !) ' M6K$+ @H@ ) & !)K )# rCnn2 m A>195 & 47C53>0 ($ >$'>5( ?( &"

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    ??

    //#rtrlcAtr)Gtr&+*d:rtr cAtr)V :

    ?// iRP R fjPca6a coF^p"b*trar"q:c

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    n,

    ^' K ! & & 47C53>0 ) (' !K m>930=0) ) & # # 47C53>0$

    >$'>5( ?( I15_'>J( !51&5&?( "5' I'5 '5 >5' I'5 2"( '("II15_(n

    Oai

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    .==

    Y?# !515!#: &"

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    >$'>5( ?( &"

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    2te *"&b",2*# b**"*t6b",=y2/*#,2/te, 2te *"&b",2*# b**"*t6b",=x2/*#,2/te, 2te *"&b",2*# b**"*t6b",=M2/*#,2/te, 2te *"&b",2*# b**"*t6b",Wtrt^a2/*#,2/te, 2te *"&b",2*# b**"*t6b",F+^a2/*#,2/te, 2/tr,:

    cr*btA)DN a6*;b;r6l"WFBFG^ 4(OA +t \EF(F DN cA)DN"d:%eblcr&%A) a6*;b

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    2/tr, 2tr, 2t+,2*# b**"*t6bM",i]] mQQCS_i P fjP $2/*#,2/t+, 2t+,2*# b**"*t6by",2n#e# e& cA)DNn,2/*#,2/t+, 2/tr,2/tb,

    2# b**"*t6by",*#:2/#,2/#,2#,*#:2/#,2#,2n#e# e& "2a' *rb#b&t.#e# &r+r9 b'tr %+teM99 e'ety99,": n,*#:2/#,2#,*#:2/#, 2#,2*# b**"*t6b=5",C]]XP RQQCS_i QLLPLjP R]gi2/*#,2/#, 2#,*#:2/#, 2#,*#: 2/#, 2#,2n#e#e& "U Nt":

    // fCP]R ] DN RR RQQCSHcr*bta6*;b;r6l"WFBFG^ 4(OA )+t &r+r 6 DN"d:

    %eb lcr&% a6*;b

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    2te *"&b",2*# b**"*t6b",)=x2/*#,2/te, 2te *"&b",2*# b**"*t6b",)=M2/*#,2/te, 2te *"&b",2*# b**"*t6b",Wtrt^a2/*#,2/te, 2te *"&b",2*# b**"*t6b",F+^a2/*#,2/te, 2/tr,:cr*btA)DN a6*;b;r6l"WFBFG^ 4(OA )+t \EF(F DN cA)DN"d:

    %eblcr&%A) a6*;b

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    2/tr,:cr*btA)DN a6*;b;r6l"WFBFG^ 4(OA 6+t \EF(F DN cA)DN"d:%eblcr&%A) a6*;b

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    ]!66I'&2( 63 Rn kzE16'&5 '# kRI'&?( >5' '&?( 'J(I

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    1c*a 9:' c*a / c*3:rtr c>':

    ?

    n,

    I15_'>J !51&5&? I'5 5 6#6$'&55 $"$6#5 I

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    c^tb cr&%A)pDNq:ceb cr&%A)pGebq:?

    // @L]CQ ] QCSH].c'r#e % or#elM99`y99`"t&"d:c'r#e-,WtWbl"t)tb"d:

    // @L]CQ QCSLH R R]gi// R]gi P] j{]i RLPjQ]iL hcb#b&t% BYb&tlc6+td:

    // C]PXg]R i QCSLH CjPP P] QRiLh QCjSc'r#e-,++lcb#b&td:// X]C]R hCL L ]c'r#e-,a'-,WtAr'ly9`I9`I9`y9d:c'r#e-,ttb-,Wtl"Nt DN c^tb Geb ceb"d:c'r#e-,))*-,ttb-,Wtl"U-ttb"d:c'r#e-,6)*-,ttb-,Wtl"T-ttb"d:

    // X]C]R C]PRLCj L JC_c'r#e-,ttb-,Wt4&tl444O^=`4WKOBNd:c'r#e-,6)*-,ttb-,Wt4&tl444O^=`4WKOBNd:c'r#e-,))*-,ttb-,Wt4&tl444O^=`4WKOBNd:

    cb#b&t-,WtG&b&rl"b"d:

    cb#b&t-,Wt\'etlId:

    c'r#e-,6)*-,WtG&b&rl"r+"d:c'r#e-,6)*-,Wt\'etlId:c'r#e-,WtWe+&%ld:

    // mSjiLPR ] QCjSc'r#e-,Wtr&ld:

    n,

    I15_'>J !51&5&? I'5 5 $'&$'&55 $"$6#5 I

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    // RLPCgSRL ] iRcr*bta6*;b;r6l"WFBFG^ 4(OA )+t &r+r 6 DN"d:// fCP]R ] DN RR RQQCSH%eb lcr&% a6*;b

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    .=; !!$

    & & ) (

    # !) )#$

    W )# ]

    F9> .95

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    '&5I:IJ Ocf Nd,fc+d7c Nmtm

    2!NOG^TYF etab YVKBDG "-//\7G//N^N UE^AB =.9 Wtrt//F""ett#$//%%%.%7.&r'/^(/)etab=/N^N/)etab=-*trt.+t+",

    2etab )ab*"ett#$//%%%.%7.&r'/=/)etab",2e+,2at ett#-;>"G&tt-^6#" &tt"t)t/etab: er*tt't&",

    2*# b**"*t6b7",2

    er

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    c +"

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    '&5I:IJ A94td Nd,fc+d7c Nmtm

    2n#e#

    c

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    cta##&t=I r+&a

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    //U D*rt

    cta##&t= r+&a

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    c;r6"DWF(^ D^O&ra+tlGeb`=`I`7`y`x`M`z`5``=9`==`=I`=7`=y`=x`=Md>b*l`cta##&t=`cta##&tI`cta##&t7`cta##&ty`cta##&t=x`cta##&tx`cta##&tM`cta##&tz`cta##&t=y`cta##&t=7`cta##&t=M`cta##&t=I`cta##&t==`cta##&t=9`cta##&t`cta##&t5d":a6*;b;r6lc;r6`cbd:

    e& " J_CP Pi sjP gQLiR R RLJ!!":

    n,

    O[k

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    .=7k`` (__

    ! ! (# ! mDD

    /m15416> D327> DH>>3I ! !

    W ]

    & /U$@H@I

    # !'

    & ) s=0Z176 .131/U$@H@I

    ^ % & s=0Z176

    $

    & )# & mDD !

    6 _%6 GWW I'5 5 !515!#:.

    1 #++'$ 9: ar'$ 9: ?

    &+6 1

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