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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan


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#,#&)-
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 $$"1
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
2//!3"/ /!/
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#&*'()
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
#
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  $4 !"
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P(A and B) = P(A) P(B|A),1
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P(A B)= P(A)P(B|A), +
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1P(B|A)= P(A and B)|P(A), :
8!1
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#&/'()
5
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
#
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40=>>>?
% 4 50=>>>?")"
%  --+ -$  1
46504 5/5
0)/:"
2//***""-/-/ -- //B
2//***"$"///<!"
#&5'()
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
9
%  "
2
% $-"

,  "
#2
% $-"
:
,           9  
"
0,
4 -"
2//***""-/-/ -- //B
2//***"$"///<!"
#&('()
;
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
2//***"#--"//)/- &" 
+2%

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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
%%$- 
-"
- "
C#*   *    
!$"
% * "
4 * "
D"
% *   "
% --%-  
$    - $ !12   1   -
"
C%-* 11 ",
 $ *  E"1
2// - ""/&!@+:):@
2//***"#--"//)/- &" 

=
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
% 1*!-"% $
 !$"
2>2
C-$ *!-! "
,  .C .
C !--! 
  -  "
>2
4$*  !*"
CE#*- $
    ! $$ "1
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$    -$ - $
"
$"
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8,2
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
%  *#* -2
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'- "
11 $"
8- !-
 "
% ! -   !*   *
  $"
>- #* G"
, $! *  
  $"
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@86$7&%'*)
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10
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
% #-- $!E!"% 
-"
- *"% 
  -!"
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%  $$  *  
 -"
%  -         !  - $" D  #  
- %2
!/1H&+
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@86$7&*'*)
%%
11
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
%  C+ -     -  *1-!  1   -   
 * ##-"
4-!-  --*!#    
 "
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C-*  - "
8   -   -   $!  
1&@)11!2&!A)B "
C  *    !D-C-"
%  !  "
% -  -!$
"
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&%'%;)
%*
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
2//***"#--"//)/- &" 
C     11   - *           
$ "
5!3!-! E$ "C**
 !-$* *!"
F$-  *#$"% !
---11#2
!
C-
% *$$!"
% $ !*- "" 
*  - $- "
, -CI*-"
&*'%;)
%/
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
2//***"#--"//)/- &" 
2//"/!$ !/!J++

!  -"
%  -  !  *! "
!*!!"
F-& $ "
+2/
&/'%;)
%5
Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
8K&! $!L&! $!"
F   $ -    ( $     ! >K  ' *    ! 
 )"1
% !&* !";3   
   !- "
C+*  * !' * !
 ' -"
7 !!)2
!20 M-  N M-      
!2
!O0PQM- QJ
, 1HH!$1i-1i1
"
2//***"#--"//)/- &" 
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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F        -$   -  -    "
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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A&sunny"#C)
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
% * ! $- !"
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5 !-*#!$ -!"
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   $!"
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
% !--- -*2-$
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22
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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2
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Department of Computer Science, COMSATS University Islamabad, Islamabad-Pakistan
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