Методические рекомендации datamine.doc

Upload: vladislavdultsev

Post on 09-Feb-2018

221 views

Category:

Documents


0 download

TRANSCRIPT

  • 7/22/2019 Datamine.doc

    1/141

    ...

  • 7/22/2019 Datamine.doc

    2/141

    - - 2002

  • 7/22/2019 Datamine.doc

    3/141

    ................................................................................................................................................................31 - ........................................6

    1.1 ...........................................................................................................................................61.!" #$ - %&'............................................................................(

    1..1) *................................................................................................. ..+

    1.., /02 .............................................................................................+

    1..345 "..................................................................................................................................+1.. 7.....................................................................................................................8

    1..9:"; ; .....................................................................................................8

    1..(! ; ".........................................................................................................81..+?" %@A0BCDE FGC& = - ...........................................................1H

    1..8 " ;I J"....................................................................................1H1..1HK"L#"L J " " J5 M................................... ......1H

    1..11 #"# %NO@&.......................................................................................................11

    1..1 "L#" %PQRE0/GS2EG0T UGT0V&..................................................................................111..13) " ........................................................................................... .........11..1; J5 WXY Z[......................................................................................................1

    1.3) - %&......................................................................................... ........11.);" -................................................................................... .....19

    1..1 .....................................................................................................................................191..\#; J .........................................................................................................19

    1..3 J" " .................................................................................................................161.. # .................................................................................................................... ..1(

    1..9\"L# J" ........................................................................................................1(

    1..6I # ...............................................................................................................................1+K= ="=; J5 L................................................................1+

    .1] J5.............................................................................................................................1+

    .)I " ................................................................................................1+.3 ;"^ J5...................................................................................................18

    . =J; J5.................................................................................................................1_ =#.......................................................................................................................

    .._ ..............................................................................................................................9K ; J5..................................................................................... ...

    .9. ; J5. ................................... ...9

    .6.1` J" > "> ="=;II ....................................................................................................................................9

    .6. J5 .........................................................................9.6.3 #"L = .......................................................................... ...8

    .6.a# I.......................................................................................................31

    .6.9a# #I ......................................................................................3.(K; ; Ib #............................................... ..........3.+, c=Id ......................................................................................................... ..3+

    .8"#5 I ........................................................................................................................38

    .1H " " J" ........................... .......H3!; " $. ......................................................................................1

    3.1K = =................................................................................................1

    3._; 7"LI = ..................................................................................... ......... ..3..14"#> "L = I J5..............................................................

    3..=.......................................................................................................................................63..3_5 ; 7"LI =..........................................................8

    3..\" 7"LI =..............................................................................93.3K " =....................................................................................................................99

    3.3.1..............................................................................................................................................993.3. " =...............................................................................................96

    *)K cKe\*f]4eed 5 - 1

  • 7/22/2019 Datamine.doc

    4/141

  • 7/22/2019 Datamine.doc

    5/141

    (.1.: 5...........................................................................................18(.1.9*

  • 7/22/2019 Datamine.doc

    6/141

    " & ( , (! 2

    (, *

    2 *

    ! - , !" #

    , * !1

    * !2

    3) *" (, ! 2

    3) !" 2

    ) '2 %

    (2 , *, () #

    ! 2 (", (!

    ' #

    + '" !" , & %* " '"

    (" '#. " ( ( ! , ()

    , , ' ! " " #

    ( , ' ! - * , ) *# 4 , , !! !, ( ' , * ) '* "- ' ( , ! * "#

    ! , ( 5 1

    , ;

    , ! " ";

    ;

    #

    *)K cKe\*f]4eed 5 -

  • 7/22/2019 Datamine.doc

    7/141

    + , " %*, " (" ! ! ' , # /, *" ! ! #

    ' *% 6777 ! , # 8, , !, # + ( , ( ( *#

    9( *" *% , ( ( # 4 , , ) ! ' ) #

    . ( ! *" , ' %% ' '#

    9( # /! ! , ) , ! ( #

    + ( 3 1) ) ) #

    8 , ' , : , ( (, ( , - %" ( , !" #

    0' ! *"! , 67 *# /, , " '" , ! , ' ( )

    # ( 1 ;; ) "" ?@AB ;8, 48Y08>Z, 8/4=4 #

    +/ [+ ( ( 5) * !

    ! "# . , C ) " , ! " ( #

    \ " W /& " ) %% ) #

    + +/ [+] (

  • 7/22/2019 Datamine.doc

    8/141

    ## %*, *, & !" ! ! * #

    ^ , !# , !" * %* " # + " *, !" ( ' % *"#

    = " * W -, '" ( " , " %# " ," , ' , "# + * ...

    1 -

    1.1

    9!

  • 7/22/2019 Datamine.doc

    9/141

    ! " T_dKK)i`aRb`LRdS-, , * ##

    & m ( , , * " ("#$* (" "

    * # ' ( (# .! , %*, * % "#

    $( W & " " ! #

    ) * $# * '", !" , * " %#

    ( +( # .! ,%*, # / #

    ' +( # ( , " %%" , # + (( ' , ( *" "#

    %,* , * # ! ( ! "#

    '$ ( +( # .! ( *

    # 4 ( , ! #

    * % ( W ! %#

    %( +( ( ,%* #

    ( % %( ( %,* %* $( .( %(

    ( /+ # m . ! '! *! * # +* !, * #

    0( , " ( -, #

    +* " %*

    + ! " ( " +/ [+] "

  • 7/22/2019 Datamine.doc

    10/141

  • 7/22/2019 Datamine.doc

    11/141

    4, " C ' "

    . ( ( , * #=* ( !, #

    1FU V. ( !" / , (

    *# 9( * ( , , ! '#

    . ( ( / , ,', *# 4 !, #

    1FW X$)* + " * jHFx@l, .

    ( ! " #m * # / ' (1

    $" " ! '# + % # = ' * ( ,

    - # . '! # =" # . '! " # + !- # C , ! # C' ", ! *# D ! [0/4] #

    +! ( # . "# C' " !# C' dSaRSM vMae# %" n77#

    1FY T C $ 4 . ( , "

    %"# . ;A9=NK@ I Z@@=4[\@2 A42B83 ]\@G\@; . ( ," . %"#

    1F^ # $ " 1

    KNddLv)KL_RSf !- _MbcTM)edRSLK - TdSbRLRdS)KL_RSf 1 ( - NdiM)KL_RSf !- L _ SKa`LM)KL_RSf ! - TdeJ)KL_RSf !- _dL`LM)KL_RSf !- M_`KM)KL_RSf !- e_dyMTL Ld z`_M{_ NM * ! -

    C ! W !#

  • 7/22/2019 Datamine.doc

    12/141

    . ( " , ( ( ! -# m ( #

    1F_ ` a2?@ A4B2; + -

    + %", %% .' 0 # / ( . ( %" ", . ( ! ! " .' !

    |" " %2 ( %*! %" 0

  • 7/22/2019 Datamine.doc

    13/141

    $ t_df_`N xRaMKb`L`NRSM pSiR_dS " %" Tdadc_)uvRLM)s`T#MSi ! t_df_`N xRaMKb`L`NRSMAcKLdN " Tdadc_#MSi#

  • 7/22/2019 Datamine.doc

    14/141

    :# %" ;3?=4G@N26\3@K[; ;O"k

  • 7/22/2019 Datamine.doc

    15/141

    m * " ( },#Y ! ' , ! , ( - , " , " #

    m ( ( # ", " " %", tjHBp 6, t 7#

    jOotJH+* ( # / W

    ' , # /, " , ( * ! * (, #

  • 7/22/2019 Datamine.doc

    16/141

    H]sDLZm & , ( ( 67 "- "

    # %* 3) ! "# .( %

  • 7/22/2019 Datamine.doc

    17/141

    -7/6"=83= : # 9 ) wBxw

    ->+":+997/;:W / # 9 ) w9l3w

    3+07/+"->+"1) / % # 9 ) w9l8w

    1.? '@ !"

  • 7/22/2019 Datamine.doc

    18/141

    / aO9NNK68 p=9:32=; . ( * + ! 9 , %# / ,

  • 7/22/2019 Datamine.doc

    19/141

    Y ( |", : 0 #Z * ( / %*#

  • 7/22/2019 Datamine.doc

    20/141

    + !" , . %*! " #

    + * " , %" #- , . %*! Z\@9P2BG-#

    . " " *

  • 7/22/2019 Datamine.doc

    21/141

    " ?RT_dKd{L pTMa# 9 %* !#

    . % ! ", # + , ( # . " , , #

    $, " %* ! 1 + ! ?RT_dKd{L o{{RTM

  • 7/22/2019 Datamine.doc

    22/141

    (Xk@V-

    Hl-

    =XFU- ."V@t-

    ) ( ( %"# 8 " * * , ! " ) 9( " * ( ! , ##Hl67#) m 7 37 " / -# ! ( " " #) ." 7 - g7 W - )g7 W -# Y ! , ! *! % W

    # C " * ! #

  • 7/22/2019 Datamine.doc

    23/141

    ! ! *%# D' ="" %#

    4* :#n# 9 '" #Xk@V-

    9

    }

  • 7/22/2019 Datamine.doc

    24/141

    } ( + 6 : 3 5 n 6 7 3n^3^#7 n^53n#gn 6^5#77 g5#56 7#77 7#77 g5#56 #:5 7#77 7#77 7#77^ 6 3n^3^#:: n^55:#6 6^5#77 g5#56 7#77 6#6 g:#n g#^ 6#6 #:5 3#6:g : 3n^3#n n^5n6#g5 6^3#^7 g:#n 6#6 7#g gn#5 67#67 )7#g 6#7: 66#63

    +16# - ( 7:# 9 7 W 3# | * , ^, " pTMa-1

    61 g7)HXI=

  • 7/22/2019 Datamine.doc

    25/141

    % =5- % [#tBl], [#V}x] ! Ad_Ma V_`u = #:#6-# ( % =5 # !

  • 7/22/2019 Datamine.doc

    26/141

    + (" . * , ( , . # + . ( - (! ! ( /

  • 7/22/2019 Datamine.doc

    27/141

    =- + ") %* " 67 # 8 ' ! 67 ", ( n7 " %*# 8 '' ", ( %*, ' !# Z * , ' # C(" '#

    0- / ( , # + , : * ! ! pTMa#/! ! , !# 9 , *" )#4 ( %*, " , ", ( "'"#

    - . " % ' ! " # + ! , ' !

    ", " %*

  • 7/22/2019 Datamine.doc

    28/141

    uO]ooZLC O]ooZLC O]ooZL 9 %" - W #

    AL]R - ) # H] 9* - ) # JZR

  • 7/22/2019 Datamine.doc

    29/141

    FROM, , , ,

    TO, , , ,

    L, , , ,

    ROCK, , , ,

    AU, , , ,

    AG, , , ,

    [, , , ,

    Y, , , ,

    ASSAYSO.c (D#=+ + +#$ , /+

    $/+FG$ /!+&

    !#$"

    + !" *" # . ' %*, ( *, # + " , [prlpF] [pI]#

    8 %" & , .'

  • 7/22/2019 Datamine.doc

    30/141

    3# . ' *, (# . (" .' %"# ( OrMLQ #

    5# . ! , *#( OrMLQ #

    n# . ! %)*%

    %"- -# Z (

    *)K cKe\*f]4eed 5 - +

  • 7/22/2019 Datamine.doc

    31/141

    ! (" L_`TM-

    # . .' %"

  • 7/22/2019 Datamine.doc

    32/141

  • 7/22/2019 Datamine.doc

    33/141

    FYU % (! "

  • 7/22/2019 Datamine.doc

    34/141

    * %, "

  • 7/22/2019 Datamine.doc

    35/141

    :#5# . , #

    + " - %" pTMa " *"- " # + ( Xk@V, (, , %*!

    , " # . #:#n#

    :#n# ( " '

    |" (" , (! , " V@t7-, " V@tg7- 7# :#n# , ! , " %* " ( #

    8 ! '" !, ! , ! %" " - " -# / " ! ! '1

    9( (" ,! # / - " #. !

    *)K cKe\*f]4eed 5 - 33

    e

    I

    "I "

  • 7/22/2019 Datamine.doc

    36/141

    8 , " # 8 , " ! ( #

    9( (, %" " (! pTMa, %! * AoBBHF IFjp

    # :##5-# 4 , ! %" #

    $ ! !, " ! *" - ! " %" #

    .! , ( " , ! , ,*, %! %" !

    2.S Q@ @ DT

    $, . " %" , . , (" , , ' ##- XB@V, . - #

    !" W , "#

  • 7/22/2019 Datamine.doc

    37/141

    r?XpF ox ?@II@rU jHBpI Y ! - r?XpF ox jHBpI lFHAp Y , ' - :g7^n?H}@?? - 3g#7777?@r@?? - 7#7777FHrUp "- 3g#7777lolHB - 65:n^#ng77?pHr - 5#g5jHF@HrAp

  • 7/22/2019 Datamine.doc

    38/141

    #+ Z\ * %(

    7

    67

    :7

    37

    57

    n7

    7

    7

    ^7

    g7

    677

    7#6 6 67 677

    & Z\C +

    {a'$;C

    Y, 9# Y,

    :## %- ( , pTMa

    :## '

    8 .' ( , , *" ! * AoFFpB# . *! *1

    PWjjYXkmnWi okmjnv

    wwwwwwwwwwwwwwwwww

    kN kh PZ Ph @[ xi

    kN 1.HHHH

    kh H.9838 1.HHHH

    PZ H.83+ H.3(+( 1.HHHHPh H.91H3 H.3+H H.9+91 1.HHHH

    *)K cKe\*f]4eed 5 - 36

  • 7/22/2019 Datamine.doc

    39/141

    @[ H.99+H H.38+8 H.9(9 H.(6( 1.HHHH

    xi H.938 H.H9H H.(9 H.(33+ H.+H 1.HHHH> . * * ( # , ' ' * ( *, , ! *#

    + ! %*!, ( " ! # m *! ( ' pTMa * # .

  • 7/22/2019 Datamine.doc

    40/141

    2.U V GD + " "

    (" , #-, ' # " " "

    , ( ' ' (#

    /, ! ( " %* # ( " (" #

    , #9 " ( ( * - " (# 9 ;; *, * , , ', # +"'", " '" ) ! #

    , ( ([] , ! # / )

    ["] , " pTMa " # +* Hrl@Bp-!

  • 7/22/2019 Datamine.doc

    41/141

    P (, " ( , ## . , * [] (#

  • 7/22/2019 Datamine.doc

    42/141

    # :#67# * "VpABIl 6767 #

    A B

    :#67# 1 = W *, . W , ("'" * "

    2.1X E YB

    . *, ! #

    $ ' , % pTMa#

  • 7/22/2019 Datamine.doc

    43/141

    IXGo@ W & : %" ! # ." %" ! %"#

    9

    !

    | " 6

    | " :

    / " % "

    IXzjp ) ( , ! %"#

    HttprV W - 6 %" %"#

    ItBHl W %" !

    zpHjp ) & : %" ! # ." %" ! %"#

    | " 6

    | " : / " % "

    S #$ &*

    &.1 Q G G

    . 7) ' * ) 8/4=4$4$9=#/ " (

  • 7/22/2019 Datamine.doc

    44/141

  • 7/22/2019 Datamine.doc

    45/141

    , " , '" ! , "#

  • 7/22/2019 Datamine.doc

    46/141

    - ( ( , ' * W # . , #

    * " &1), " %*2) 2) %*" %%2) " #

    ( ! #

    &.2 a@ LD G

    SF1 T%C . + ( c,+ , !, (

    , # m , ' ( , (

    # (, ( !" " "%*" , ' # ' " ! , * "# ( " (, (, 1

    , ,

    , * (#

    , *- (%-

    ", ( ',

    '" "- (#

    8 !" % , , # , , , ! ! ' ' " #

    +( , ( '", ! * # .), (

    , ##- # Z ( ! 1 * h! Y +

    0' & **/* ,, ! ! , ##% ( " # /, ' " *, * "!! -, " * ! '! ! , # , ( , ! " ( * (

    *)K cKe\*f]4eed 5 -

  • 7/22/2019 Datamine.doc

    47/141

    ( , , "#

    " ;; %&, " " "# ( ( ! !" & -# +, ( , # + ( " , #

    T. *,+ ( # m , "" ( % " (" # m ( , % ! #

    % ( ' (! * ( * # , (, -, ## ["" ]# m

    *,# * [" ]- , ! * [" ] * # 9 , , ""*1 ( #

    ( ( . ( ( # + ! (, (, ) , (, ! " # . (-, #,

    *, " ("# . , ! !, ( , (, %* '( (( #

    . ( ( '"-, " " (, " " # . (! ( #

    / # Y , ' ' ' - " , ' %% "

    #, " " " ( , " %*#

    ! , '! , ( , #

    + % " %* , " , , ##

    /, # 9 , ( ! # + ' ! " ' #

    = , # . " , ,

    *)K cKe\*f]4eed 5 - 9

  • 7/22/2019 Datamine.doc

    48/141

    ' ( ( #

    4 , " %* # % " ' " # ( ##D * %%#

    . ' * , , ( ' #

    SFF +

    9 " %* , ( %*"#m! !, !! %1

    ( ) ( ) ( )[ ]

    ( )

    =

    +=yi

    1G

    GG zxyzxyi

    1{| %3.1&

    R W ( , R- W rv- W R, Rwv-, v#

    m % , ( , , (, " " %#

  • 7/22/2019 Datamine.doc

    49/141

  • 7/22/2019 Datamine.doc

    50/141

    " " #

  • 7/22/2019 Datamine.doc

    51/141

    s23@28 R2@P98C p9@@9N tG a &* (;"8 f AR)6, @R ) -#8 AR)6 f AR, @R 7#8 f AR , @R 6#

    s23@28 R2@P98C H9G 9:6 a &* %;"8 f AR , @R 7#8 AR f ARw6, @R 6#8 f ARw6, @R ) -#

    Z [)] , # 8 , !#

    ( c +." %" ( !! %*!1

    UFHVp ) (", W UFHVp: ) (" Aloxx )

    Ep ) ! Ep?plk ) " ! BHpF ) H@ ) " V@t ) " " zH@ ) " zV@t ) " " BHU ) Hjp#V@Il ) ro#tH@FI ) , AojHF ) *" %* jUFH? )

    tzFjUFH? ) " BoUjUFH? ) %" rIH?tBpI ) , HjUFHVp ) (" -

    HjUFHVp: ) ( - jFUFHVp ) * -

    (" HjBUFHVp ) % (" -

    HjBUFHV: ) ( - jFBUFHVp ) * -

    % (" HrUBpS ) 6)3- H}@IS ) , 6)}, :), 3)-

    ; # "; I J". M .

    $ L # L .. L "L

    $ .

    SFS , $ V.( +

    ." " , ! ) , v# + %* %* , (

    *)K cKe\*f]4eed 5 - 8

  • 7/22/2019 Datamine.doc

    52/141

    ", %*" #/ " #

    9 , " , , ## ! ' # 8 ( " , ' ( ( %*" , #

    _ 3.. K> # 5 = ONjko.

    ( *, " ( ! #, ' * %% #

    / " * % , , ) , " #

    =" *%%- .( , !

    %*" , ;'; * #

    8 3 , " 1 , / + #

    / ' ! !" * (# / " , " ' * " ! # + ( #

    , '#

    . " "

    , ' ! (

    *)K cKe\*f]4eed 5 - 9H

  • 7/22/2019 Datamine.doc

    53/141

    ( " " ! ," ' " *#

    D% ', , " # /, ! ) ( ;!; # n#5-#

    + , ;'; , ( W # . ' , (!, ( " # ", , ! ( -(# ( ( ( , " " #

    . ! ! , ! # / ) j@IoF "" ISdubMS-# / , ( %* (#

    (

  • 7/22/2019 Datamine.doc

    54/141

    , - ' :7)57# + , ) # , * " , #

  • 7/22/2019 Datamine.doc

    55/141

    ( " , ( #

    ( " # . ! , ( %*" " #

    $" :) "# , ( " #3#n-#

    9 , ! " #

  • 7/22/2019 Datamine.doc

    56/141

    gcc /$ # 3##-

    , ("# . , ## #/ %% " ", ' - , (, #

    0" "- W '("# / , " * , " , ) %* , '!" # 8 , * ( * ( " #

    / * ) *; ; " %*" " " ;;# + ;;, " , * " ;; # '! * ;; !

    ;; #8 " $ Vcc , ##) ! ! , , ## ( * # 9 ! %% (, ## ' #

    3## m%% !" #

    + ( ' [] (- ( " # + ' ( , ' # + ! , , #

    /, , (" - " '" * #+ ( ! ! # 0 ( , '

    ( # .

    *)K cKe\*f]4eed 5 - 9

  • 7/22/2019 Datamine.doc

    57/141

  • 7/22/2019 Datamine.doc

    58/141

  • 7/22/2019 Datamine.doc

    59/141

    3# + 1 6) %, :) , 3)*#

    g,.* # 3#- ( %!, " v 3H# 9 %* v H# C %*1

    +=

    A

    hCCh Cz~1&% 1H 3#5-

    . # #3#- ' -# + #

  • 7/22/2019 Datamine.doc

    60/141

    3#^# 0

    3#g# ." %"

    SSS V. +

    + " ( -, ! %*" # ." *, * , %% *! , , ! %*"#

    . ' " "# /, , ! %" %* ) *"-, 3#g# + ! 6- " %* :- " " -# + " ! %% , " ) :=3 }-, (

    Z = " %*#

    *)K cKe\*f]4eed 5 - 9+

    =

    h2/3

    1(h)

    2

    3

  • 7/22/2019 Datamine.doc

    61/141

  • 7/22/2019 Datamine.doc

    62/141

    SSU $$ a+*%,*;

    . , ! &, # $ # . !

    " & # ( , % , *-, #3#6:#

  • 7/22/2019 Datamine.doc

    63/141

  • 7/22/2019 Datamine.doc

    64/141

  • 7/22/2019 Datamine.doc

    65/141

    % , ! ! # '" " " " #

    " T_dKK)i`aRb`LRdS- ( 6g +#

  • 7/22/2019 Datamine.doc

    66/141

    3#65#

  • 7/22/2019 Datamine.doc

    67/141

  • 7/22/2019 Datamine.doc

    68/141

    = - . " !

    0 - (

    5#:# 3) #

    ! V_Raa vdaM pbRLd_-

  • 7/22/2019 Datamine.doc

    69/141

    $# +

    * " (! -# , ( ! 1

    9 - ( !

    ! , , , * (" # +* 1

    H . H . ( H . ( "

    " " H . " *H . #

    ?.2 D Dg

    & W (*" * # " 1 ( ! L`f KL_RSfK- , ( * , ! # 5#5-# !" * , #

    * ( )1 Z" % ( , ( ( *# 4" !

    * ( ,

    D

    9

    = 0

    Z !

    5#5# * 1 =- , 0- * #

    Y ! [] "# / - ! !#

    6#

  • 7/22/2019 Datamine.doc

    70/141

    3# Z (" ! -

    8, *! ( #

  • 7/22/2019 Datamine.doc

    71/141

    D

    9

    9 " 9

    5## . !

    UFS (&* ,( $* (" " # n-

    , " , ##+ ( ! * , ## , ' * ,

    ! # Y , , * ! #5#^-#

    / ! , " " [!] [] ! % #

    9 ! " " , [!] * , % ( ( '- "#

  • 7/22/2019 Datamine.doc

    72/141

    UFU '% + +*+ (" % 3) -

    *, , [], # $ " ' # . *" #

  • 7/22/2019 Datamine.doc

    73/141

    ?.& V D.9 &

  • 7/22/2019 Datamine.doc

    74/141

    , , , -, ( "" # m * (, ( '#

    9 [:Q-N2=52] # 5#66, 5#6:-#

    5#66# " ! #

    + " . ( ( "'" # / & %"# / ( #

    5#6:# " # 5#66-#

    9 [:Q-\6496] & , ( # 5#63-#

    *)K cKe\*f]4eed 5 - (

  • 7/22/2019 Datamine.doc

    75/141

  • 7/22/2019 Datamine.doc

    76/141

    W $ &

    P.1 @D \ !

    (, ( * " # m * *#

  • 7/22/2019 Datamine.doc

    77/141

    ( ( & !" " # &" ! % , ( ( !" ", ( " ( " m ! ! % - , " ! *# 4 , " "( ( !" 1 ("( , *, ) (# Z *, * ( " ( &" ! ( #

    + ! , %* ( , -, ( , ! ' ", ( &"#

    m ( 1

    4 "

  • 7/22/2019 Datamine.doc

    78/141

    #, ! :) # n#:-1 9 },, " ("

    -

    9 ("

    } , - o F @ U

    } , - @ r E

    } rY }

    rY

    rY

    }

    n#:# , ! * "

    + * !1

    8 & ", ( ( # 4 , ( " ", " '" - !"#

    8 ( , ( , ! " '" (" #

    8 ( , ( " " ( #

    ' , ' &, ## ! %* " " W ,( ) # Z , " '" "%*"#

    % + W ( # +( . , " ! 1

    | ( & # 8 , +/D8Z/ " # n#3#n#-, "' "#

    ( " # . , " * " *- *

    *)K cKe\*f]4eed 5 - (6

  • 7/22/2019 Datamine.doc

    79/141

    ( ' ( # Y ' , ' " * ( (# 94=4$, * "# , ! " ," :n W37 " #

    P.& h @ "# +"

    ) : #6# +, , ! "#

    + * " , [], " ( % #

    :# + ( " - - ( ! # Z *

  • 7/22/2019 Datamine.doc

    80/141

  • 7/22/2019 Datamine.doc

    81/141

    # 8, ( ( [] ", ! !" orp# . "'* (" # / ( " " * JjoHLr #

    . *" *, " "' * (" * (!#

    n#5# + , " #

    WSF . +

    m , ( (! ! ! , # 8 ! , "! %" ", #

    $, "" , : " "! -#

    6# D ! !! # /" " ( %# . ! " , , -# + " ( (, *# 9( " " FoAE- !

    VprI@l-#

  • 7/22/2019 Datamine.doc

    82/141

    ( ( ( # , ( *, ! !! (" , " ( ( * #

    WSS *$ "

    % # , " " ! &" #

    $ *, !" *- *, ! ! ) *%! "# 9 , ! , " # , ( n) , , ( :7 #

    m ! * tpFx@B

    # , *, " # n#n# n#, 3# ' &"# #

    n#n# 9 #

    n## 9, #

    *)K cKe\*f]4eed 5 - +H

  • 7/22/2019 Datamine.doc

    83/141

    m , * ! (, ! (# . ( * #

    WSU % + , " ( , & - # m ! * ZR]CJjoHLrC Jjo

  • 7/22/2019 Datamine.doc

    84/141

    ' "# 8 ,, 5n7 '! " , ! ", %% " #

    # n## " "# ( ' , ' %" -, , " " # + "1

    C' %" h" ' ! %*! . * ' ' *

    #

    9 . * ,

  • 7/22/2019 Datamine.doc

    85/141

    .

    "

    }

    }

    n#^# '! "

    +, , 1 , C

    .

  • 7/22/2019 Datamine.doc

    86/141

  • 7/22/2019 Datamine.doc

    87/141

    !REM % :; &, ; & X,

    !REM %( A &),, ' & )' () (( :; ,'

    !REM -------------------------------------------------------------------

    !CDTRAN &IN(SAMPLES),&OUT(TEMP1),&PROTOROT(PROTOM),*X(X),*Y(Y),

    *Z(Z),*NEWX(X),*NEWY(Y),*NEWZ(Z)

    !MGSORT &IN(TEMP1),&OUT(TEMP2),*KEY1(X)

    !INTERP &PROTO(MODEL1),&MODEL(MODEL2),&IN(TEMP2),*X(X),*Y(Y),*Z(Z),

    *VALUE(AU),@RADIUS=100

    !END

    !START M2% &' ()* &)+%, & PERFIL

    !REM -------------------------------------------------------------------

    !REM (: (:; ; %: >')( PERIMS

    !REM ?') )' & %&( PERFIL &% ))+@ (

    !REM -------------------------------------------------------------------

    !CDTRAN &IN(PERIMS),&OUT(PERIMS-R),&PROTOROT(PROTOM),*X(XP),*Y(YP),

    *Z(ZP),*NEWX(XP),*NEWY(YP),*NEWZ(ZP)!PERFIL &PROTO(PROTOM),&MODEL(MODEL1),&PERIMIN(PERIMS-R),*ATTRIB1(ZONE),

    @MODLTYPE=1.0,@ZONE=1.0,@MAXDIP=0.0,@SPLITS=1.0,@PLANE='XY'

    !REM -------------------------------------------------------------------

    !REM ) &)@ ()+ C- &))+:; &)' % &&!REM -------------------------------------------------------------------

    !APPEND &IN1(MODEL1),&IN2(PROTOM),&OUT(MODEL2)

    !REM -------------------------------------------------------------------

    !REM % :; &, ; & X,

    !REM %( A &),, ' & )' () (( :; ,'

    !REM -------------------------------------------------------------------

    !CDTRAN &IN(SAMPLES),&OUT(TEMP1),&PROTOROT(PROTOM),*X(X),*Y(Y),

    *Z(Z),*NEWX(X),*NEWY(Y),*NEWZ(Z)

    !MGSORT &IN(TEMP1),&OUT(TEMP2),*KEY1(X)!INTERP &PROTO(MODEL2),&MODEL(MODEL3),&IN(TEMP2),*X(X),*Y(Y),*Z(Z),

    *VALUE(AU),@RADIUS=100

    !END

    $ * *

  • 7/22/2019 Datamine.doc

    88/141

  • 7/22/2019 Datamine.doc

    89/141

  • 7/22/2019 Datamine.doc

    90/141

    $ * $ " %* ,

    *, , , ' ' -#

    "

  • 7/22/2019 Datamine.doc

    91/141

    .( *

    , a*,;" ("'" 0+- " /-

    /" 9 /9- D" 9 D9- +" 9 +9- $" 9 $9- IRTvMaK L * Il-

    jJHrRZ ) " (" *, " # +

  • 7/22/2019 Datamine.doc

    92/141

  • 7/22/2019 Datamine.doc

    93/141

  • 7/22/2019 Datamine.doc

    94/141

    ELjAstR " %" jJH

  • 7/22/2019 Datamine.doc

    95/141

    9 *" ", *" # *, ! " ", " !

  • 7/22/2019 Datamine.doc

    96/141

  • 7/22/2019 Datamine.doc

    97/141

    + ( ! , %" + .#

    , %" + ., # + BoU %" + /* " #

    '++ *$ 9 * * , ' # 8 ' , ! ("' #

    9 " *, % , (" " %" ." 1

    ("'" , %

    Y , " ( %" + /* # n#5#:-#

    ,. +++ , , " , *# m ,

    " %% , ( - " , ( " " ""# * ,

    , * , ( 7# 8 . , ( , EF@UrpUz # n#5#:-#

    8 * , !, * , 6#

    '+ * ++ .) +# $) " (" " ( , ' # ! EF@UjHFI %"+ /* . ( , ! ! ' " #

    m '! " #

  • 7/22/2019 Datamine.doc

    98/141

    n1/1 (

    n

    (^u

    1==

    n11/0 (

    n

    (^u&%

    1=

    =

    u0} += (2( .1Z (. W ( @, [Q] ) , "

    u +(. # 8 3) , . ( ! HVVAor %" + /*-# m ) ( , ", ' # . r?IH?~x, IjoB~x, jHF~x ?@rV@I~x ! ( /#

    WUY ,

    Y *, * ( ) &, , W W & !" " #

  • 7/22/2019 Datamine.doc

    99/141

    ( * tHrpBpIl #n#66-# ." %" * lF@x@B ( tHrpBpIl, %" V@Itl@r#

    ( ( ( !" " ! ( (# D', &" & "# . ) ( ! , .( ( ! * #

    * , + ?@rr? ?H}r? !, , * (" #

  • 7/22/2019 Datamine.doc

    100/141

    rcNsM_ d{ K`NeaMK cKMb - 6^3

    ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~Horp :#7777rcNsM_ d{ bRKT_MLRK`LRdS edRSLK 67jdacNM d{ e`SMa 6ngggg#g^55E_RfMb f_`bM n7#^5^:E_RfMb i`_R`STM 7#755H_RLvNMLRT NM`S d{ K`NeaMK 5n#656rcNsM_ d{ K`NeaMK cKMb 6^3

    ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~Horp 3#7777rcNsM_ d{ bRKT_MLRK`LRdS edRSLK :njdacNM d{ e`SMa 6:gg#gn6:E_RfMb f_`bM 5#n:35E_RfMb i`_R`STM 7#3n^5H_RLvNMLRT NM`S d{ K`NeaMK 5n#656

    rcNsM_ d{ K`NeaMK cKMb 6^3~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~Horp 5#7777rcNsM_ d{ bRKT_MLRK`LRdS edRSLK g7jdacNM d{ e`SMa 6^5#ngE_RfMb f_`bM 53#gnnE_RfMb i`_R`STM 7#n37H_RLvNMLRT NM`S d{ K`NeaMK 5n#656rcNsM_ d{ K`NeaMK cKMb 6^3

    ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~HiM_`fM ldL aK oiM_ Haa t`SMaK / "-

    ldL`a bRKT_MLRK`LRdS edRSLK 66:7ldL`a idacNM 67:3g^5#^nHiM_`fM _RfMb f_`bM,`aa e`SMaK 5#gn37E_RfMb i`_R`STM, aa e`SMaK 7#7557ldL`a ScNsM_ d{ K`NeaMK 3:

    . " %" ! %*1

    AZ6NE M VA?%ANE NU@A@ VALUE N;%PT

    1.0 4[.230[4 0.04319 183.0 0.801[[[ 845.0

    3.0 50.8482 0.0[4417 183.0 0.513[91 1[0.0

    4.0 47.52341 0.358402 183.0 0.277084 25.0

    5.0 43.[954[ 0.573013 183.0 0.234732 90.0 4[.953 0.044021 732.0 1120.0

    *)K cKe\*f]4eed 5 - 8+

  • 7/22/2019 Datamine.doc

    101/141

  • 7/22/2019 Datamine.doc

    102/141

    6# ! * jUFH? ( ((# 8 %" * %" Alx@Bp, * ( ( #

    :# ! * jHFx@l ( - # /4/$48D$ , ! %, * %*"# D% ! #

  • 7/22/2019 Datamine.doc

    103/141

  • 7/22/2019 Datamine.doc

    104/141

    A ) B )

    n#6:# + " =- .- *

    .

  • 7/22/2019 Datamine.doc

    105/141

    H 9 * (!

    . , %" "%*" # :-, %" !*! " " - ! * UFHVp

    pIl@?H# 8 . (, " " , , * *# 8 " " %* , ( * ( #

    9 * " %*', ( !! ! !, - ! ! !- # Z %" , ! , ! " #

  • 7/22/2019 Datamine.doc

    106/141

    R.1 QC ! C

    Y11 , R]LjJ/" *

  • 7/22/2019 Datamine.doc

    107/141

    # / W ( #

  • 7/22/2019 Datamine.doc

    108/141

    W :7# 9* W #

    @K LvRK K`LRK{`TLd_J . + *#

    . MK FplFr- W #

    . r rd W * . #

    Y1F , HLrEZom * '2 ! (

    (" %" # / , * , ! " " " # m * . ( / , (, , , "! %*!1 ("# ., %* ("

  • 7/22/2019 Datamine.doc

    109/141

    6) ( :) ( 3) ( #5) +" (" ( (

    #n) ( #) ( #) (!^) +" #5-, &" g) ( tvMaeK VdbfM-#67) Z !

    + ! 5.1 6)g#

    8 %" (", 1

    U_`bM {RMabK KMaMTLMb1 + (".1 ) *! ! *#

    .1 r W ! 1UFHVpI xoF pjHBHl@or . *# n " #

  • 7/22/2019 Datamine.doc

    110/141

    , # #6# ( , " * , ! , * 1 w:7 W67 # 4 , &, * (#

    # #6# /* " , *" " # \% Xk@V-#

    /& # # # # # # # # # # 3n^3#5

    4( # # # # # # # # # g66#7+ # # # # # # # # # # # # :#7/ # # # # :n5#6H HU BI B tF XBoAE6#g 3#6n 6n:#7 :#6 ) n^#^

    .' * " - , !" Z, ! , , XBoAE, *

    $1 /

  • 7/22/2019 Datamine.doc

    111/141

    ##:# /* " #

    /* ' * w67):7 (#/& " # # # # # # 36#5/& # # # # # :n5#n &, ! # # # ^^3#6 &, *# # # 63#g

    /" ( # # # # # # # # # 6:7:#^+ # # # # # # # # # # # # :#

    $1 /

  • 7/22/2019 Datamine.doc

    112/141

    # #3#

  • 7/22/2019 Datamine.doc

    113/141

    * " 1

    /& " # # # # # # 673:#^/& # # # # # 6nn^#:

    &, ! # # # n7#3n: &, *# # # 3#6

    /" ( # # # # # # # # # 53533n#g+ # # # # # # # # # # # # :#n

    /\89= +/ 0D/9=1

    $1 /

  • 7/22/2019 Datamine.doc

    114/141

    * ' & ' ) '#

    + ( " * !" %* '", (, ! " ! & # /, (" , ! , ! " %* &, ( ! ! " %*#

    + ! !%*! * '" ! # m%% , C G r@ GY B G @ G @ @ YD L@D [email protected] , " *"

    (#4 , * , ! " %# +( %%" ( " ( *, ## " #

    D! ' , , ! ( " % *" " , % , ( ) , # 4 , " ( * * % , ( ) #

    + ' ! %% %*%% !" " , W (#

    YSF * +$ % ++$ c, % % Vcc *

    + & * ' # " OQ Kceed_L- & #

    $ * ( ! (" #. * ! " ) ( * #

    $ " " (" , ; ) (;# $ , (, !" ""#

    #n # " ( - 6 6 # #n- ) : : # #-# ( :76-# ' *

    (" * # ( #

  • 7/22/2019 Datamine.doc

    115/141

    3n 3:n 5n 657 6:n 6n 6 5^n

    *)K cKe\*f]4eed 5 - 113

  • 7/22/2019 Datamine.doc

    116/141

    n57 5:7 :7 6:^ :7 37 67n 7

    5n7 :77 33 6g7 gn :7 :5n :g

    6^7 :n7 3^7 57n :n7 ^7 n6n 7n

    6:5 6:7 537 6n :37 6:7 57 :7

    57 63n :57 3n 637 63n 67 67

    n gn :7 3n 3: gn :7 5n7

    :77 3n 677 n3 : 5n n^ g7

    #n# $ (" 5) 6 6

    n7n 653 ^^ :7

    :7 3:^ 66 566

    67: ::7 6n5 :3

    676 n5 55 6nn

    ## $ (" 6) : :

    # #- !, ' , '# + ( 377, ' 6 6, ) : :# m %% %%#

    9 ( " (, (, ;;

    !, ( & & #

    7

    :

    5

    ^

    67

    6:

    65

    6

    6^

    :7

    :n 6:n

    ::n

    3:n

    5:n

    n:n

    :n

    :n

    *)K cKe\*f]4eed 5 - 11

    0

    2

    4

    6

    8

    10

    12

    14

    16

    18

    20

  • 7/22/2019 Datamine.doc

    117/141

    ## (" 66 - :: -

    4 ( , ( " , # . ' #

  • 7/22/2019 Datamine.doc

    118/141

    #g# (",

    *)K cKe\*f]4eed 5 - 116

  • 7/22/2019 Datamine.doc

    119/141

    *)K cKe\*f]4eed 5 - 11(

  • 7/22/2019 Datamine.doc

    120/141

    #67# Z "1 * #

    YSS yc, Vcc , %( %

    /* ( , ,! (# 8 " * ! (, " " %" # (, ' %* (, ' (

    ' *# ( ( "

    %*, ! %, (* 2 ! ' , * # ! ( ) ! (" # . , ' * ', # /! * , ' *, ## ! & #

    ', * , ! *2 ! !" %*#

    $%*" %% " " %*," # * " "# Y , " - * }- * ##66-# . * ( , ( ( , " * 5n # 9(!, # / ! , ( #

    *)K cKe\*f]4eed 5 - 11+

  • 7/22/2019 Datamine.doc

    121/141

    $ (

    / * (

    $ / * (

    3 7 7

    3 7 7

    + , *

    +

    , *

    #66#

  • 7/22/2019 Datamine.doc

    122/141

    7

    677

    :77

    377

    577

    n77

    77

    7 677 :77 377 577 n77 77 77 ^77

    2&

    7

    677

    :77

    377

    577

    n77

    77

    7 677 :77 377 577 n77 77 77 ^77

    s- #6:##

  • 7/22/2019 Datamine.doc

    123/141

    C

    5777

    777

    ^777

    67777

    6:777

    65777

    6777

    7 6 : 3 5 n

    C Z\C

    C

    C Z\C

    5#77

    #77

    ^#77

    67#77

    6:#77

    7 6 : 3 5 n

    C Z\C

    Z\C

    #63# 9 O4()(Q (

    % [RS KRLc] #$, * %, * & *, * (1 , , " ##- ( # 4 %% - *" 6)3# .

  • 7/22/2019 Datamine.doc

    124/141

    ( ", " (# / .8 ' ["] " " #

    * ! 1

    1. VKV[ V_HZ[AE E[ ![a`K'H[c E]s[ taAE'Ku!HAv E Qa[![_Ku vZ[^VH t_Z'^ c![_H H

    2. VKV[ 'H Hc[wA a[!'[[ ![a`K'H[x

    $ ( ( " .8# # #65# ( ( .8#

    C

    7

    :7

    57

    7

    ^7

    677

    7 5 ^ 6: 6

    C Z\C

    C

    nnn n7n7n7

    Z\ C

    7

    5

    ^

    6:

    6

    :7

    7 5 ^ 6: 6

    C Z\C

    Z\C

    nnn n7n7n7

    *)K cKe\*f]4eed 5 - 1

  • 7/22/2019 Datamine.doc

    125/141

    - C

    7

    :77

    577

    77

    ^77

    7 5 ^ 6: 6

    C Z\C

    -Z\C

    nnn n7n7n7

    #65# Z (, (

    .8#

    ( Hc ( n# # +" % ##65- , ( ( ' !' # m " ((" ' # (" ' " ", ## ) ( (# $ %, ( ', '#

    Y ! ! * . ( % *#~ *$ $. ( :) (" # :-1

    D

    m W " #8 .8 , , ' , .8 ( # 9 , .8 , # 0 " . ( " *" 6)3#

    Y ' , ! .* , HVVAor# + (, , * ( !) , ( #

    9 .8

    * : 1 ( .8

  • 7/22/2019 Datamine.doc

    126/141

    , V@IjHF# + Vj?plkoV: 3 #

    9 . Vj?plkoV6, '! ", ## ( ! V@IjHF, # /, V@IjHF " , (!# 4 , * ,

    . Vj?plkoV:, # 8 W , . V@IjHF#

    . Vj?plkoV3 " " " " !-, ## ! (" " &" #

  • 7/22/2019 Datamine.doc

    127/141

    ( * " %" # . ( # / *! # / ( ! * - " #

    ( " *#

    !START M1 ((: %)(:; %& & )' ()D

    !REM -------------------------------------------------------------------

    !SMUHIS &IN(MODEL),&OUT(HISTFILE), # '):

    *VALUE(AU),*VARIANCE(KV), # ), , &

    @DVMETHOD=3, # & %(

    @VARTYPE=2, # &&( %( &8,

    @DENSITY=2.8, # )+

    @SMUDIST=2,@ADDCON=0.0, # E()+ &) ), , ()+ ((:

    @SMUXINC=5,@SMUYINC=5,@SMUZINC=5, #

    @IPOINTS=6,@JPOINTS=6,@KPOINTS=6, # 9)

    @XSTEP=2,@YSTEP=2,@ZSTEP=2 # %( G ), &&( %( &8,

    5 # H>> ( () ((:

    5

    5

    15 # - H>> (

    15

    15

    30 # I ),,

    30

    30

    0 # J): &

    00

    !END

    ." %" ( 4# #6#-#

    4* #6# ." %" * JRtnrJ

    LOWER TONNE AVGRA

    DE

    CTONN

    E

    CGRAD

    E

    BRF

    TON

    NE

    BRFGR

    ADE

    ARFTO

    NNE

    ARFGR

    ADE

    TOTON

    NE

    TOGRADE

    - - - 4307 6.83 0 - 0 - 4307 6.83

    0.0 2 0.42 4307 6.83 0 - 0 - 4307 6.83

    0.5 28 0.82 4306 6.83 0 - 2 0.42 4307 6.83

    1.0 83 1.28 4278 6.87 0 - 30 0.80 4307 6.831.5 138 1.77 4195 6.98 0 - 113 1.15 4307 6.83

    2.0 183 2.26 4056 7.16 0 - 232 1.50 4288 6.85

    2.5 218 2.76 3873 7.39 0 - 259 1.86 4132 7.04

    3.0 243 3.25 3655 7.67 0 - 138 2.40 3793 7.47

    3.5 260 3.75 3412 7.98 0 - 189 2.82 3600 7.71

    4.0 267 4.25 3152 8.33 0 - 193 3.24 3345 8.04

    4.5 266 4.75 2885 8.71 0 - 261 3.60 3146 8.28

    5.0 259 5.25 2619 9.11 0 - 71 4.04 2690 8.98

    5.5 247 5.75 2360 9.53 0 - 49 4.44 2408 9.43

    6.0 231 6.25 2113 9.98 0 - 0 - 2113 9.98

    6.5 213 6.75 1882 10.43 0 - 0 - 1882 10.43

    7.0 195 7.25 1669 10.90 0 - 0 - 1669 10.90

    7.5 176 7.75 1474 11.39 17 12.20 0 - 1457 11.38

    8.0 157 8.25 1298 11.88 142 12.51 0 - 1156 11.80

    8.5 140 8.75 1141 12.38 321 13.02 0 - 820 12.13

    9.0 124 9.24 1001 12.89 315 13.55 0 - 686 12.589.5 109 9.74 877 13.41 278 14.12 0 - 599 13.07

    *)K cKe\*f]4eed 5 - 19

  • 7/22/2019 Datamine.doc

    128/141

    * (1 BozpFW ( * W - lorrp, HjUFHVp W " ( (

    FpAojpF-

    Alorrp, AUFHVp ) " ( ( HFxlorrp, HFxUFHVp W ( ( * ," ", ## % ', FpAojpF#

    XFxlorrp, XFxUFHVp ) ( ( * , " ", ## % ', 6)FpAojpF#

    lolorrp, loUFHVp ) " " ( ( FpAojpF#

    + * " ( # . ' !! *#

    YSY , JRtR]m * ! ! ( -,

    (" " &"- -1

  • 7/22/2019 Datamine.doc

    129/141

    YS^ , AAtsO+* xxrA x

    , -,! .8 '# , (

    ' *1 jUFH?, BoU, @to@rlI, Gto@rlI, Eto@rlI#9 , ( . ( " .8, W # +* x# 4 #

    YS_ , %( % % &*/ ' * ! " !

    (# /, . *" ( ( " !#

  • 7/22/2019 Datamine.doc

    130/141

    @DVMETHOD=3.0,@VARTYPE=1.0,@SMUDIST=2.0,@DISVAR=0.0,

    @DENSITY=2.6,@ADDCON=0.0,@RECOVERY=1.0,@BINSIZE=1.0,

    @MINIMUM=0.0,@NUMBINS=15.0,@VGRAM=1.0,@LOG=0.0,@SMUXINC=20,

    @SMUYINC=20,@SMUZINC=10,@XSTEP=1.0,@YSTEP=1.0,

    @ZSTEP=1.0,@IPOINTS=6.0,@JPOINTS=6.0,@KPOINTS=6.0

    5 H>> ( ((' ()

    5 .. ..

    5 .. ..

    15 - H>> (

    15 .. ..

    15 .. ..

    30 I ),,

    30 ..

    30 ..

    0 J) &0 ..

    0

    !END

    ^ c, *- % +c

    S.1 BC

    4, '

  • 7/22/2019 Datamine.doc

    131/141

    $ ! E42: I J2@ E42:GBK62C . ( !!*! ( # + ' ( / #

    ^1F %%

    Y %*! ( / -, tG8K@2

    E43\KB4h2= " " / /+- ' !-# . ' / /.- 3) %* / # . ( , ', , ! ( & ## ## ( ' (" " " !,! ( " #

    ^1S % $. ( /+ ! , ! !

    E42: I J2@ E42:GBK62 1 [6] ) ), ), Z)., .)Z- ,

    2 *,

    [:] ) :) , (-,

    [3] ) 3) 2 , #

    . . ( !" (" , ( " " '#

    ^1U X ** ,*" . ! %*! %" ,

    * (#

  • 7/22/2019 Datamine.doc

    132/141

    ^1^ ( %&*Y ! (, ! E42: I

    JKl2 E42: / %", %* /+, * #

  • 7/22/2019 Datamine.doc

    133/141

    . . ( " %" - * ##6, #:-, , * (,* ## ## 8 ( 43GBKm J2@@465, #'-, . ( % ( "( #

    #6# + *%" * ( (

    *)K cKe\*f]4eed 5 - 131

  • 7/22/2019 Datamine.doc

    134/141

    #:# + %" * ( (

    ^11f $ ~ * $/ C &

    %. A9=NK@ I D=48. ' . ( 4 ,* ", ( *%" " *#

    ^111 )( V,

    .

  • 7/22/2019 Datamine.doc

    135/141

    #3# + '" !"*"

    . "

  • 7/22/2019 Datamine.doc

    136/141

    #5# /" ( % =:#

    ( ' ( ' !

  • 7/22/2019 Datamine.doc

    137/141

    %" ! * V@ItBH H99B3 @ 43GBKm

  • 7/22/2019 Datamine.doc

    138/141

    * W -, ( 6 (# . ', " 6 6 ' 616777#

    H }?H}, }IAHBp ) ?H}, IAHBp ' (-

    D

    " ( (

    7 , 7

    } o F @ U , o F @ U -

    } F l , F l -

    = * }

    =

    *

    } t @ A F l , t @ A F l -

    #n# + (

    8 . ' * }oF@U, oF@U-, ( , .' #

    _SF -c

    . )%", ! , ! ! " %", '-1

    } ) # ) # I6 ) , - ,

    AoVp I: ) C , "

    ' , AoVp AoVp ) *% , ! , , ,

    ( ## AkHFI@p ) - , ! 5# HItFHl@o ) ' ' , ! 7#g# AoBoF ) *#

    /, (! " # . ! , (, *%*! ( -# 8 , ( " ["]", ", , ! ' " # 4

    , ( )%" " (#

    *)K cKe\*f]4eed 5 - 136

  • 7/22/2019 Datamine.doc

    139/141

    _SS ) $&. * )%" !

    (# / , * tVF@jp )%" - V@ItBH - ( ! (" ' # ( , %" (

    #. % * *

    ( * (, ! # * ! )%"1 }?@r, }?H}, ?@r, ?H}, ' ( W1 }IAHBp IAHBp#

    1 }IAHBp 7#7: * : * W - 677 #

    /, * , }IAHBp, 7#7:, ' 61:7#

  • 7/22/2019 Datamine.doc

    140/141

    H + }oxxIpl oxxIpl * tVF@jp " ( - ( #

    H Z )%", ( #+ ( ( ( , " ) # 9 )%" ! , !

    ( (#/, " " W ("

  • 7/22/2019 Datamine.doc

    141/141

    /$. - . (

    ! * ("# * "'"