ELF                    4 	L   4    (                   G  G                                8 8 8                         $   $      dtP  X  X  X  L  L      dtQ                                   GNU ]Vr?   C   /      	4Ȑ `cZ  @*$H!P   dcK V21&H%   /       1   2   3   4   7               :   =   >   @   A               B   E           F   I       J   K       M   N   P   R       V       X   Y   [   \                   ]   `   a   b   d   f   g       h   j   l   q   r           u       w   x       y       ~   [Lu5_9E'Cz f/s;@>glDXx{vc7W-5MlvNJ\9{w58tfoĦMɴ8,qI6L@MAk5N
Pݣ$c{slZV3ǅ&T3NrS䶖Y`nR^(qrrEf@Qdw.;~8c5A.c'#
'00KG%RcWn9X<fN0,aQR}[C\:merHb:!ԓ@U2Y3V                      '      	                            n             	             	                                                                  \        "                  1                                                                 v                                                                 	{                                                                  y                                                                                            	             	u                                        &              T             3             w             {                      "      B              p             7  P$  4  
    Ɍ   0  
  G  ɼ     
  M  6  X  
    l8  	d  
       !      $   ,"  
       T  
   D         |     
    H     
    $   !    	W      
  	0  Ɍ   0  
  W      
!       .     
     .   4  
  (      h  
    9    
    P   8  
    M   \  
    d  \  
  	J  ɼ     
    UT    
         
  a  $   ,"  
    [     
    S   \  
  y  [l   h  
    S      
  }  ^   p  
    @     
  I  /   <  
       !         
!    y    $!       /X   <  
  l  S      
    S  l  
    N,    
      P  
  c  L  T  
  6  ϼ  	  
       D  
  	  @   <  
  F        
  Z  Y    
  ^  8     
  h     !    A  \    
       $!    1  /   T  
  (  \|   T  
      <  
              /   T  
   k  .     
    _  
$  
       $!    6       
       !           
    5  8  
  Q  QX    
    V  $  
    MD     
       0  
  y  8L    
    P   L"  
  	       
    MD     
    [l   h  
  ;  X  |  
    [     
    \|   T  
  u  L  L  
    h     
    /   T  
  #     !          
     /   T  
        
 _GLOBAL_OFFSET_TABLE_ __gmon_start__ _ITM_deregisterTMCloneTable _ITM_registerTMCloneTable __cxa_finalize _ZN10l2r_lr_fun15get_nr_variableEv _ZN14l2r_l2_svc_fun15get_nr_variableEv _Z14compare_doublePKvS0_ _ZN10l2r_lr_funD2Ev _ZdaPv _ZN10l2r_lr_funD1Ev _ZN10l2r_lr_funD0Ev _ZdlPvj _ZN14l2r_l2_svc_funD2Ev _ZN14l2r_l2_svc_funD1Ev _ZN14l2r_l2_svc_funD0Ev _ZN14l2r_l2_svr_funD2Ev _ZTV14l2r_l2_svr_fun _ZN14l2r_l2_svr_funD1Ev _ZN14l2r_l2_svr_funD0Ev stdout fputs fflush __vsprintf_chk log floor pow _Znaj memset __cxa_throw_bad_array_new_length _ZN14l2r_l2_svc_fun23get_diag_preconditionerEPd _ZN10l2r_lr_fun23get_diag_preconditionerEPd _ZN14l2r_l2_svc_fun2HvEPdS0_ _ZN10l2r_lr_fun2HvEPdS0_ rand _ZN10l2r_lr_funC2EPK7problemPd _ZTV10l2r_lr_fun _ZN10l2r_lr_funC1EPK7problemPd _ZN10l2r_lr_fun2XvEPdS0_ _ZN10l2r_lr_fun3funEPd exp _ZN10l2r_lr_fun3XTvEPdS0_ _ZN10l2r_lr_fun4gradEPdS0_ _ZN14l2r_l2_svc_funC2EPK7problemPd _ZTV14l2r_l2_svc_fun _ZN14l2r_l2_svc_funC1EPK7problemPd _ZN14l2r_l2_svc_fun2XvEPdS0_ _ZN14l2r_l2_svc_fun3funEPd _ZN14l2r_l2_svr_fun3funEPd _ZN14l2r_l2_svc_fun6subXTvEPdS0_ _ZN14l2r_l2_svc_fun4gradEPdS0_ _ZN14l2r_l2_svr_fun4gradEPdS0_ _ZN14l2r_l2_svr_funC2EPK7problemPdd _ZN14l2r_l2_svr_funC1EPK7problemPdd _ZN15Solver_MCSVM_CSC2EPK7problemiPddi _ZN15Solver_MCSVM_CSC1EPK7problemiPddi _ZN15Solver_MCSVM_CSD2Ev _ZN15Solver_MCSVM_CSD1Ev _ZN15Solver_MCSVM_CS17solve_sub_problemEdidiPd memcpy qsort _ZN15Solver_MCSVM_CS9be_shrunkEiiidd _ZN15Solver_MCSVM_CS5SolveEPd _Z17solve_l2r_lr_dualPK7problemPdddd stderr fwrite _Znwj _ZN4TRONC1EPK8functionddi _ZN4TRON16set_print_stringEPFvPKcE _ZN4TRON4tronEPd _ZN4TROND1Ev _Unwind_Resume save_model fopen64 setlocale strdup __fprintf_chk fputc free ferror fclose load_model malloc __isoc23_fscanf strcmp get_nr_feature get_nr_class get_labels free_model_content free_and_destroy_model destroy_param check_parameter check_probability_model check_regression_model train calloc realloc predict_values predict cross_validation predict_probability get_decfun_coef get_decfun_bias set_print_string_function sqrt find_parameters _ZTS8function _ZTI8function _ZTVN10__cxxabiv117__class_type_infoE _ZTS10l2r_lr_fun _ZTI10l2r_lr_fun _ZTVN10__cxxabiv120__si_class_type_infoE _ZTS14l2r_l2_svc_fun _ZTI14l2r_l2_svc_fun _ZTS14l2r_l2_svr_fun _ZTI14l2r_l2_svr_fun liblinear_version __gxx_personality_v0 _ZN4TRON4infoEPKcz _ZN4TRONC2EPK8functionddi _ZN4TROND2Ev _ZN4TRON5trpcgEdPdS0_S0_S0_Pb ddot_ daxpy_ dscal_ dnrm2_ _ZN4TRON8norm_infEiPd libblas.so.3 libstdc++.so.6 libm.so.6 libgcc_s.so.4 libc.so.6 liblinear.so.4 GCC_3.0 GLIBC_2.2 GLIBC_2.29 GLIBC_2.3.4 GLIBC_2.38 CXXABI_1.3.8 CXXABI_1.3 CXXABI_1.3.9 GLIBCXX_3.4                                     	 
  
                                                                                                         	       y&P     	        	      0
ii   
  	        
        	      @	it     
        
   
ii     	        	       x   	  
'   k     
4   y     
?   )t     
L          A R     A b     A Z     A z     A r     A z     A r     A r      A r  $   A r  (   A z  ,   A z  0   A z  4   A z  8   A z  <   A   @   A   D   A   H   A j     A  H   A            P                            H      L      x                                          x            x                                    x            `      h                               d                                      $      (     x ,       0     $ 4     x 8     ( <      @     x D     , H      L     0 P     4 T     x X     8 \      `      d     x h      l      p      t      x     P |                                   x                              L            <      @      x                                    h                               0                                                                               $      (      8        $     < (      ,     0 0      4     x 8     D <      @      D      H       L      P      T     h X      \     x `      d     x h     D l     P p      t      x      |           H      $                                     (            x             $      x            8      0             P            X            @      H      T                            @      P  L    \  P      T      X      \      `      d      h      l    4  p    4  t    4  x      |           @    l    ,A        'A        -A        A        ?A        
       Q                             =        }        }        P        :        4        4        _        VA        nA        AA        gA        2A        fA        SA        UA        wA        rA     $  rA       >A     (  >A       mA     ,  mA       bA       OA       k       FA        ]A     0  5A     4  sA     L  #A       R              i              a       e     P     -@ X     .4 `     . x     . p     .      /X      /      0$ h     .      Ȍ          `       C       h       3       x                            F              b               z       	       
             (  V     0  l     8  S     @  >     H  r     P  g     X  s     `  m     h  T     p  q     x  Y       W       Z              ]       |       2       8                                   n       t                                           1       /        5     (       0  f     8  w     @  ^     H       P  \     X  U     `  v     h  0     p       x  L              o       ?       c       M                     O              ;               !       A       "       #       $        6       %       p       &        '     (  (     0  )     8  *     @  +     H  ,     P  -     X  .     `  J    k?o k?K?YS@ O?*46 *46
X *46( *46
X *46 *46h *46 *46 *46 *46
 *468 *46 *46
x *468 *46 *46 *46h *46x *46 *46 *46
( *46x *46 *46
 *46 *46 *46
h *46X *46 *46 *46
8 *46 *46
 *46
 *46
 *46
 *46 *46X *46
H *468 *46H *46H *46
 *46
 *46X *46X *46 *46 *46 *46
 *46( *46x *46
 *46
x *46
 *46 *46
 *46( *46 *46
 *46 *46
H *46
 *46 *46
 *46 *46
 *46 k?o k?*`  H< ` @Dk?ETZ SVBK?YK?@ O?*`  k?H: o *`  H<k? 0*`  H< (0   
lBK?Y@ O?*`  k?H: o *`  H9k?Y<9
9  0*`  H< 00   
BK?Y@ O?k?*`  H!  o k?  *`  H< 8 (*`  H<D_S_%DS4 *`  H4   K?Y@ O?k?K?U @ @@K\  @ K\ (@ /@/ 20 $   *20 $   4 4  @@ 4?k?7 \k?k?P@ "k?_DSK?@ K?Y_ @K?YK?@ 7?k?7 k?Dk?_uk?SK?_=4 (K?K?Y@ 7?k?7 \k?k?P@ "k?_DSK?@ K?Y_ @K?YK?@ 7?k?7 k?Dk?_k?SK?_4 0K?K?Y@ 7?*`  H! k?o k? _DS*`  H!  _M @K?Y@ O?k?+  4> k?"6>k?!

"k?6>"6>

"

6>

W"6?k?

#  k?4 Z_uDS*`  H< @ZBK?K?!+4> K?@k?@o Bk?0 HX

 00 H/2NK  7  ?220 $   3 H6 ?}2H     '2*`  H< P2N/0n_uDS*`  H< X/0n_5DS0H*`  H< `_]/K?Y@ O?0 z *`  H< P=/0 H79 PP/ 3 H3 H
/3 h7 3;.20 $   3Y3H2N?33 0 $    *`  *`  H< pe/H< h/3VN2N*`  H< x/2N3N
0n =0 H   J!'22N*`  H< P/0n>7*`  *`  k?o Mk?k?!Ik?9Fk?AԿk?	k?k?)k?1k?Ik?Qk?H5
 E@DJB_	
Z

CןxSD_	Gc
S@LD5E?_	mZ
S#`K
04  . -"7 ?. D
X4  _%Z
8S4  
7  :| |
6 6  ?6 7 ? 0  `4| 	C

6 

7 \?

ן܂D_VS4  u 	u
֔

6 ?0   
84    h7 6?t t
/ֶ6 

K  7  ?._w  0   BU
4?֔

6 ?_ZK?	K?K>K?K?!K?)K?1K?9K?AK?IK?Q@ O?D
XY_ZS=mVD_ZSן܀ D_]VS_U @ @k?7 k?!Ek?)Dk?1Ck?@ZE@k?k?S*`  H< EDK?!pSH (@H*`  TH5 .|
.6 ?.H  @
  r

.2N.
2N,| |
J  26  2?.7 ?_K>K?!K?)K?1@ 7?DZK?0BSeH (k?7k>7H  k>Ek>Dk>Ck?k>k>@
 Zk>ESk>*`  H< DEhK>!S@H*`  TH5 .|
.6 ?.4  @׿  


.2N/
2N.,| |
2NJ  6  2?.6 ?O K>YK>K>K>K>K>K>@ 7>DZK>B
 MSk?o k?Fk?Ek?!Dk?)Ck?k?	@EZSH*`  H< DE!SH (B(c4  _EZH  A 4  4  ן 
  0 H_U/
, 2N7  ?2. 2N.3N
,t 26  ,t"?.7  @B4  ,| 2, |
27 ?.K>K?	K?K?K?!K?)@ O?VDZBSGH (]H  ^UK>k?7k>7G  k>Fk>Ek>Dk>Ck?k>k>@Zk>E

 Sk>*`  H< DE
pK>!S
(B0
8c4  _Z A(4  4  ן
=  0 H_U/
, 2N7  ?2/ . 3N3N.3N
,t 26  ,t"?.7 _
= @:4  ,| , 2,|"7 ?,| K>YK>K>K>K>K>K>K>@ 7>DZK>B
8G]S ]4  MK>Yk?7 7?k>7=Rk>k>Ck>k>k>k>k>k>k>k>k>k>k>k>k>k?,02,01,00,0/0H,0.,0-,0,H/k>y7=@/
ן|PK=yD_KcSKBD_QSKcD_FSHD_ZS*`  H! , 2n2n0 H4  4  k>Qk>YI7>!/7>A7>a*`  H! , 7>17>/.-@+.`0  P4  . 20 $   4 4?
7 |? Dc4  _qZK>y@8SK>yDc4  _)ZS0 HX4    7 *0-U 0 HU.2NJ  6  ?2'237- 3N.6".3N
,| 26  ,|"?.
6 v> *`  H! , 
0 H*`  H! , *`  #ək>q7*`  'G4  7>ԿM5 'V:G/Ӑ4  

ל!I_D	Z 
|S	
 
5 ?*`  H! K>q4  , X*`  J H! ,  0 H 
] ' P2T\.
,| 2N6  ?32N7 - / -_ 3.36N- 3 20 $  H	
20 $  Z20 $   2H1H30 $   3 H30 $   3 H3 hI /30 $  6 ^7  %*`  2.20 $  2 0 $   2 H
2 0 $  *`  2 H4Љ<w5 *`  DH: _ u4S*`  H: _ MD0 HK>y D@S`$r4  *`  H< /T-  Ӝ7 -\ 2N22.2N0 $   06 t?- *`  H! , 0N*`  /H: _)DS*`  H: Y_DSZ_9DSZ_DS	Z_DS_ZK>K>7?K=,02K>,01K>,00K>,0/K>,0.K>,0-K>K>K>K>K>K>K>K>K>,0,@ 7>3:0 $ 2H20 $   20 $ 1H.= 2n36.20 $   1H3V0 $   3@H;.2.2N.2N
,u 26  ,u"?.?4? 
g"*`  DH: _Y4Ё;SK>y [0 Ha
,`2N4c |?0`;4  C4c 3:
.6"6 v5o *`  H: _)DSH! U, 7>-@.,0
`3/K>yUDcY_ZS9#ə5 'V7':G/Ӑ

ל!  *`  *`  H! , 10 $ }4/*`  H! , 
*`  H:_yDS*`  H! , G*`  H! , 
H: _DS_ @ @k?7  o7?k>Ok>Gk>Ck>k>k>k>k>k>k>k>k>k>k>k>k?,04,03,02,01,00,0/,0.,0-,0,/7 P/@ןH\P/ D_qJBFן\SD_9JcSHD_Jc
S/(I*`  H4.
1n
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c4  _Z @0SDc4  _ZS0 H
4   -p0 HU.2NJ  6  ?2- -?".3N

,| 26  ,|"?.
7 _?/ @-*`  
GH4 .*`  4  H</*`  /Կ
1B" /K4
  _D	Z 
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5 ?0 H
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36. 1 P0 HT\.
,| 3[N6  ?2363 10 $  3,.20 $  3 0 $  20 $  
2 0 $   0 H0 H7 2V^ 0  z5 	
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2@H30 $  30 $  B3 0 $   2h3 h3Q0 $   3@H3N3v0 $   p2Z3y0 $  /
1B" /  X2h/
1B" /37n2hI|(/20 $ U7 320 $   1H20 $   1H2.3 0 $   @.3N
,u 26  ,u"?./9B" /37n20 $ 2H/
1B" /3V0 $   0 H3Q4? <
m/
1B" /310 $   3 H3N20 $ M2V.7 310 $   3 H3N360 $ 2Yu7 3 0 $   300 $ 0 H3Q/
B֢֠/20 $ /2 /9B" /3Q2TN2V0 $  rE@2@H2@H2 H
4 G$`*`  *`  DH: _Y4Ё#`S @P0 Hp
,`2N4c |?0*`  H</0N@$P*`  H</1N4  \- 2h3WN- 2N2N2.3N220 $   04c 7 \?- *`  /H: _
)DS*`  H: Y_	DSZ_9DS	Z_DS_ZK>K>7?K>Y,04K>,03K>,02K>,01K>,00K>,0/K>,0.K>,0-K>K>K>K>K>K>,0,@ O>
-?"7 _2O !`*`  DH: _Y4 SDH: _)YS*`  H:0_DuS@1
0 H
@(Dc
Y_ ZS0 H2N20 $ 4 4  4 H:_IDS
G*`  H<5/*`  H:_D@ XS*`  
GH</U
C0 H2@H4 2@H0 H2@H
G]4 ^E @ @k?7 *`  H<k?7  k?)Ck?!k?\ןkY  k?Ec^D|S^mEcK?|xK>K?K?!K?)@ 7?^- @ @K\  @4  ֿ  @0 H.

/< 2N6  ?2/"6 ? @k?77>k>Fk>Dk>Ck?k>k>k>k>,0.,0-,0,@H  	Z
D
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DYZ^m0 H
 @XSYh
/ 2N79 <?1
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A *`  cH(H4  ,e ,i 1N1,| /Bׂ׀/0 $   1H^D- 0S^D0.S0N1
4c ?,e 1H7>,0.K>Y,0-K>K>K>K>K>K>K>,0,@ 7>^D- 0S^D0NS1
DZ	VBS-Hk?7k>7I  k>Gk>Fk>Dk>Ck?k>k>@
 Zk>D4
 Sk>*`  H<PDD K>!(S
@ 
c4  ^eZ4  @ֿ  R, .3N

,| 26  ,|"?.6 ? K>YK>K>K>K>K>K>K>@ 7>DZK>hB
 Sk?ok>Jk>Ik>k>Fk>Dk?k>k>k>k>@KC  ZpD`SH*`  H<XDD"ShA(
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Bׂ׀/0N^]D- 0
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XY^
	Z4  @@K>Y-\ , 2-\"7 ?-\ K>YK>K>K>K>K>K>K>K>K>@ O>VD	ZBSGk?7 *`  H<k?7  k?)Ck?!k?\ןkY (k?Ec^
D|S^	EBK?|xK>K?K?!K?)@ 7?^ @ @K\ (@4  ֿ  @0 H.

/< 2N6  ?2/"6 ? @k?7k>Ek>Dk>Ck?k>k>k>@H (k>K>DSk>*`  H<hDDK>!SDY^uZ0 H@XSYg
/ 2N79 <?0*`  H<p/0N @*`  H4xc4  ./ / 2N3.20 $   `/7 ?/ K>YK>K>K>K>K>K>@ 7>/ 2N2Nu0DZK>pBS%Gk?7k>Ek>Dk>Ck?k>k>k>@H (k>K>DSk>*`  H<DDK>"SDY^Z0 H@XSYg
/ 2N79 <?0*`  H</0N @4 0/c/Bׂ׀/4  / / 2.360 $   r30 $   7 ?/ K>YK>K>K>K>K>K>@ 7>3/ 2N2Nm02.DZK>8BSGk?7 k?Gk?)Ek?1Dk?9Ck?k?!@DZk?S*`  H<DDK?!8SH (@ c4  ^
ZH  @4  ֿ   R, .3N

,| 26  ,|"?.6 ? K>K?K?!K?)K?1K?9@ 7?DZVBSH (k?7k>Fk>Ek>Dk>Ck?k>k>k>@KG (k>K>DPSk>*`  H<DDK>!Sh  4   @X*`  4  H<//4 20 $   6 ?/4 X^Z4  @HK>Y,t 2, t
26 ?.K>YK>K>K>K>K>K>K>@ 7>-4 2./ 2N2N
/6"7 DZK>BSGk?7k>Fk>Ek>Dk>Ck?k>k>k>@KG (k>K>DXSk>*`  H<DD K>"xSh`  4u  p4  @4 0-4 /4 2.//Bׂ׀/30 $   20 $  :6 ?_-4 X^!Z4  @HK>Y, 2, 
26 ?.K>YK>K>K>K>K>K>K>@ 7>2h/ 2Nx
/6"6 2.h/ 2Nx
/6"7 ]DZK>@BSUGk?7 7>k?!7?Dk?)C4c 0k?/^.S*`  H<7 h|?7?.,`K>K?!K?)@ 7?k?7 (k?) Ck?k?!k?\7\ @kT  7>.kX (K>/ןkT 0kY PԸck?Z^1D|S^ZK?|wK>K?K?!K?)@ 7?^ @ @k?7 \k?k?@@ "k?^ DSK?@ K?Y^  @K?YK?@ 7?k?7 7?Qk?!7>Hk?)k?1k?Ik?9k?Ak?,0.,0-,0,0H/
ןK>@K>y|K>qcDk?Z^!k?SEK?K?D^Z1Nf@S, 2,"*`  H<D4 Y^1Z,S4 |A2.'2, 3N370 $  7 7?2n0 H
 4  . 2. 2n20 $   3 H2H,"7 |?. ^ZK?!K?)7?QK>,0.K?1,0-K?9K?AK?I,0,@ 7?|>2'3 2n10 $ 1H2Hb? @0 H^ @ @7?/7? p/0 H20 $   @4  P. 30 $   4 TҜ@K\ P/ 2H'U/ k?77V (k>7>7U  k>k>k>k>ak>ik>qk>yk>k>k>k>k>k>k>k>k?,01,00,0/,0.,0-,0,k=K=k=K=k>Yk>A''V:W/KGD^Jck=kSD^Cck>!ןK>AHSBD^yZk>QK>AS_c^ADk>1ScBD^ZSCcD^OSJBD^Nk=SZ^Dk>SZ^qDk>	K>Y7 @k=S@6(, D
cK=^I4  K>Y'V':G/@8SDc4  ^ZSK>Y0 HJ PK=4  4  | 0K>1

7 |?

K>1/"  Hc0 H/2NK  7  ?2K>1// K>	2

K>'"K>Q4
K>A6 >	v
K>Y6 0k=T*`  H</1N*`  H!, 10 $   2H*`  1Hk=K>Y*`  0 Hk=4 k>7 P*`  k=k=k=4  K>AR*`  ^
iDK>AZvK>Q 

}
_ 
4c v?uS*`  H!7?q, 7?y7?k>I7?7?k=k=k=K>IK>Q

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732֜
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Ӝ܋8K=20 $  K=k=K=K> ]4  *`  DH: ^K>K=K>P(SK=K>Y ''V:G/@P0 H
,2N4 ?0*`  H</0NK='V ':G/O8K=4  
/2h20 $  (07 ?/@zK>Y4  K P

.2K=6 '

/ 0.?
*`  /H: ^iDS*`  H: Y^9DSK=^yDSK>!^YDSK>Q^9DSK>1^DSZ^DSZ^DSK=^DSK>^DS^K>	K>aK>i7>K=Y,01K>q,00K>y,0/K>,0.K>,0-K>K>K>K>K>K>K>K>K>K>,0,@ 7=K='V&;WK>	)
/K=K=

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K>Y*`  
H!, /7 ?/K>
k>9K> C`K>Y."K= 7 
*`BK>Y07?'V:G/4  /


 

, 2N. 27 ?.K  ?U7  K=4  H5*`  .H!, 
 . 20 $  . 10 $   1H7 ?2H	Cx  r/ 2'K>Y. (. 20 $  XK>Y`@  5?4  k>
 -D
W. X-	Y^K>Y S
`4 bxK>9uK   K @?7 @CaK>AK=*`  JH!/u, 4e?G 
eK>   
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e!4c?`-D
W. X-	Y^qK>Y?SK>Y	


. . .r$.">W
`K>95. 20 $   1H`]}2HK>AK>Q7?K>) 

k>AU10 $   2H1H52HF_eK=1.J,1K>I0 $ 7 10 $   1H1HK>Y4  
 . 1N. 2.

7 ?.K>!K=1HD4K=K>YK=/ 2K>Y'(. -K>K= ^Y4  S,\
 K>!. . 2.."2h20 $  h	
7 ?
 K= 1k>I K=$ 7?'V:G/4  _- .2N
 
, 26 ?,"J  ?U6  k>IJ  0k>IJ @?6 @k>I-"6 }K>9
`&.20 $  `K=K=@Hk>AK=K>	K>A
7 ?*`  H:^
DS*`  H</2NK=/20 $   2H4 k=4c H: ^	DSEC`XK>Y}>K=*`  H!, *`  H:^	YDS4  K>Y'V8':G/@(Dc
Y^ZSK>A +]K>Y	K>Yk>]] @ @k?77>k>7=Fk>Կk>Ak>Ik>Qk>Yk>ak>ik>qk>yk>k>k>k>k>k>k?,05,04,03,02,01,00,0/,0.,0-,0,@7>k=,1Hk=/7=X/
D]Pck>!SpBD]ZNא!PSװDk=]UZSLD]-ZS*`  H5.7>7=,1.20 $   R.7=4  4  /
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7 ? *`  K=H<7=V.T/
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Q"@*`  DH: \54 mSDH: \YS*`  H:\DSH:\DS1H*`  H<p/YK*`  H:\]DS*`  K=H:\-DS*`  H:\DSDV BS*`  0 HH</	m5) 4 
91H47 10 $ k=9*`  7 ?7 H:*`  H:\D!hS*`  KH<p%/
i-4  1H0 H2qN20 $ 7=*`  /H!p1Hk=/k=k=*`  H<h7=k=*`  H(`- *`  .H!p/, k=k=Qk=	.HF0 HK1H4 L%*`  0 H2lN20 $ 4 1HK4 0 H	1H
+.4  0 H2qN20 $ *`  7=H(`.- *`  2 HH!p.k=k=k=Qk=Yk=S4 0CZ\uDS\=Z\ @SC
Z\UDS\ZSSC7<S54 @S4 (k?o k?k?!7, k?AHk?	k?k?)k?1k?9k?Ik?Qk?Yk?ak?ik?-2K- x0 $   5 
N*`  H9\D%SD4  \4  (SZ\DSO*`  DH94 \i5 pI p S
  4 *`  
 H< HD*`   H84 Z\5	 S*`  H8D4 \YZI  S*`  DH: W4 
\4 @pS*`  4  H+
 D X4 \Z4c _SDY\4 S*`  
WH8D4 Z\7?S-*`  - H8D4 \ZS*`  H: DW4 \i4 @SA4  *`  H+(M5 Ԭc4  
 , DX4 - \ZS4c ?4 DY4 \Y5 S?U
YD\4 SZ\yDSZ\AD!(S\Z  4?K>K?	K?K?K?!K?)K?1K?9K?AK?IK?QK?YK?aK?i@ O?4  DY\	4 4| >SDY4 \4c ?SuY4?*`  k?H907 k?Yk?k>k>k>k?k?	k?k?k?!k?)k?1k?9k?Ak?Ik?Qk?a\aD|"SD\i4 k 04  k 8Sk @7 Dk `F4 \Y (SZ\IDSH*`  DH94 \!
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7>5)5>5O6&*`  DH9@X\AZS'GK>" #K># K>K>5>̂#X"K>#C>G>׏$#
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G>*`  DH9X7>Z\X#0S4 ,/4 *H<*`  H:`4 \yDSH x4 k>/20 $  XK> Rח[;5*`  H pD\aJBk>\4  KYSK>  I8K961 DXY\ZS?5k *`  H<D*`  4 NH:h\4 S4 D\YYSuK>5) @0 'V':G/ZD\Zch S @M@@*`  4  H+pL	
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7=/K<k>AK<k>IK<@.OB[9k>aSMD
Z[	ZcSgGD4 jB[ZF4  @S	
7 ?	
4	  [
D	/Z
 	
tS	=

 	
5) ?4  b\
ZYd7 \?	
!5j?4|  h/Q4  	F

 (	2D
. HB[SND[Hc DSxp4  
 	
 
. 6 4?.@r
O	2xp	7
	
 	
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/ 5) 7?.61 *>u6 0*`  H<7=/V_4 `_K>I.
Tր?   10 $  *`  H</10 $   1H2H/k?a7>k?i7>7?k?qDYk?yZk?k?_
/-@K>AS.K>a- .D[
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AZK>iK>q7>K=Y,0-K>yK>K>K>K>K>K>K>K>K>K>K>K>K>,0,@ 7=M4	  >}D`@X0 Hp
/2h20 $   7 2H?/7>A.*`  K>a2H< /0 $   . H4 &*`  H<D*`  4 H:4 [ESDY[Z0H
S*`  H</10 $ 51H%2H*`  H<(/1n7>A,02n2'|uDp&4 &*`  7?aH*0k>97?i7?qk>17?yk>)7>k>!7>7?7='2*`  H4(2N.12n0 $  H-`1H-@0Y0 $   Z3 HK>9DK>1K>)K>!k?k?_u. K>a- , 30 $    S5?>D-`K>I.K>A-.K>a.DY[ZS0H*`  H<7 k?o \[k?K?Y@ O?k?*`  H<7 o Dk?Ck?[y\ZS[
)4 @K?K?Y@ O?k?7_?A0 H76  7  6  4  7! @7 @6 @...2N.2N..2N2N2...2N.6 P38N.2N.2,< ,\ 3N2N2/ 2N27 
06 P^6 P\H  :/ /< 2N. 2N7 \?0K?@4  *`  H! k?o k? [IDS*`  H!  [y @K?Y@ O?k?+  4> k?"6>k?!

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6>

W"6?k?

#  k?C4 Z[DSZHv 0$BK?K?!K?)+4> K?@7?K?/*`  kY (H<8/@/PkT  @ k\ 0@k?7 7>k>7>Ak?k>qk>yk>7>1k>7N (k>k>k>k>Dk>7>Ik>ik>k>k>k>k>,0/,0.,0-0H
,0,K=yk>Q4 K=k>YK=
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$BSJ*`  H<@/ן\8-DZmJcSJcDZEFSKDZJcRK>Q 0 H4  \ S-<"

B/
\
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.<". 2n7 /\?m.XDk?WYZZ7?0K>Y0H/0 $   (S0HZD  S01N7>k>a4
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4
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@DXY5J 
B
SWDXYZUZk?1n
	SWDXYZ[ ,S	WDX_}	Y00 $   (S0HZD  (S000 $  *`  k?Bׂ׀
DWXYZZ@@S4  .< . 2n
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7 ?.DW
XYZMZ0n7>S0HDWX7>ZZ
/k?SWDX
YZZM$8SU1H11nk?DW,XYZZ
	k?
Bׂ׀SDWXYZZSM#@*`  ZZ5DSZZDSZZK>iK>q7>
\,0/,0.K=,0-K>yK>K>K>K>K>K>K>K>K>K>K>K>K>,0,@ 7>DH9HZK>YK>Q4  Sk?Bׂ׀
	DWXYZZSWDX_M	YS0HD	WX_
	YS0HDWX_Y1N
1N1.
0H1N000 $   (SZDS  0H010 $ 0.0n*`  DH9PZK>YS
JZU @ @k?7 7>Qk>)7=)k>A7=!k=7P (k>k>9Dk?k=k=k=k=k=k=k>k>	k>k>!k>1,03,02,01,00,0/,0.,0-,0,k= @k=TBSH*`  H<X7=/4 .|ןPDZHcSHcDZ]Ek=SHcZ5DSHcDZ
KSLDZHcS  0IDc4  ZZS @D	YB @SXD	YpBXSYDZZ4 S0HDZE	Z @SDK=B @S0H
DK=XBSXDYZ
ZK=.2N0H20 $   S4   @DYK  B @pS*`  \H6`.*`  	
H5h./2N7 2?/DWXY_
UZ00 $   0S0HZ
DS  0H0ןDZEHcK=ISJ  G6  &7?yk=7=17?ak=i7?*`  k=Q7=*`  Qk=*`  k=A7?I*`  k=97?Q*`  k=I4 *`  k=Y7?*`  k=M7?q*`  k=7?k=Ok=yk=qk=aK=7=12 HK=K=D
K=%
LZk?SDK=c	ZZ
Mk=
CSWk?DX7=ZZk?SWDXYZ
Zk?SK=XD0HYZ
EZS *`  @H!2D., D1N	YXBS0HD1.WX_MY00 $   (S0HZ	D  S004 K=4 

0   "00 $   0Hk=1.2.20 $  H*`  2VnH!, J<x/2WN2V0 $   2@H*`  H!, 1N2S0 $  K=YJ<x/1N30 $  K=IJ/1NK=Q3Jp/0 $  28NC=1   2N20 $   3 H260 $   K=y2HK=yK=DK=qX, K=*`  K=i.
K=a.-H9ZE-@2S0 $  SI/10 $  *`  10 $  1h2`hI/2N2v0 $  b@z5K=ZZ
}DSK=Z
]DS	ZZ
=DSZZ
DSZ
ZK=K=7>QK<,03K=,02K=,01K=,00K=,0/K=,0.K>,0-K>	K>K>K>!K>)K>1K>9K>A,0,@ 7=2NJ/27N20 $   K=2HK=y*`  2HK=qD/K=iX.
K=K=a.-H9ZE-@S1h20 $  @oK=QJp/2NK=YH</28N20 $   27N3 H20 $   2H2HD	YK=Zc @SXDK=B @SYDK  B@pSK=AK=9	
J`Kh\../2N7 2?/DXYZ %ZK=.2N0H20 $ =S1H
5 2N20 $ 27N3 H3 HDH9Z9K=S*`  DH9ZK=uS*`  DH9ZK==SZM @ @/ "@X0h7 
/2h20 $   7 0H?2H@@ kY 0 @ @ @?$j7!?92  p   ]P :!9ӽ9Y4!:ӽ9Y4T ;|ӽdY" ӽ9" ӽ @   R 9 B4=?"   *@ ZY7!?>B@V    @ A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A:R @@ @    @ ] : @  @ : @  @  @  @  @ 	 @ b @@V  @@V 
: @ 2 @@ :         7!?92  p   2@`
:Z  :   @   Z 9 J4=?"   2@`
A       @V  @ A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!A!AˡF !!V   @XZ  ]XZ  ]XZ  ]XZ  ]d@"Z ]>Z Z ]>Z Z  ]9Z 8=@Y :Z  @Z @ZZ Z  ]ZZ  @"ZY 
:   Z Z@=Z  ZZ @=Z   ZY :Z ]ya:=]:=]		: =@ ]ZBuZZZ ZZZ]ya:=]:=]		:= @ ]ZBZZ ZMZZY 
:} @ ]Be]yZ Z 5 @*Z @yaAZ @yaAZ  ]yaA@Z @]Z]:=]	y	a:= ]Y( ZYY8Z @]Z]:=]	y	a:= ]Y( Z YY8Z  ]YZ@*Z @YAAZ @YAAZ  ]YAA@
ZZ mZ         k?7 \k?_ k?4T  Tր10   Ҷ    j1
8  R7 ׀*`  7  H? ("
K?YK?@ 7?"
 07?K @
 7 @4?
ӕ׼	
U4 
ӜUל	{\ҵ ׼Bן1׼B
*`  H67 ?k?}BK?K?Yk?o k?DK?YS@ O?    ?            ?zG|@       ?.B9@             ?      =q-      @$      ?zG{>Ey0:?PbM?Bm   $      ?      <V@Y      @      @4      A0      @      ?zG      ?6C-?      Ɠn.   *   
optimization finished, #iter = %d
 
WARNING: reaching max number of iterations
Using -s 2 may be faster (also see FAQ)

   Objective value = %lf
  nSV = %d
   
WARNING: reaching max number of iterations
Using -s 11 may be faster

 
WARNING: reaching max number of iterations
    
WARNING: reaching max number of iterations
Using -s 0 may be faster (also see FAQ)

   #   #nonzeros/#features = %d/%d
    WARNING: reaching max number of inner iterations
   iter %3d  #CD cycles %d
    ERROR: unknown solver_type
 =========================
  optimization finished, #iter = %d
  WARNING: reaching max number of iterations
 w   C   solver_type %s
 nr_class %d
    label    %d nr_feature %d
  bias %.17g
 w
  %.17g   L2R_LR  r   %80s    ERROR: fscanf failed to read the model
 solver_type unknown solver type.
   nr_class    %d  nr_feature  bias    %lf unknown text in model file: [%s]
   %lf     eps <= 0    C <= 0  p < 0   unknown solver type Initial-solution specification supported only for solver L2R_LR and L2R_L2LOSS_SVC  WARNING: class label %d specified in weight is not found
   WARNING: # folds > # data. Will use # folds = # data instead (i.e., leave-one-out cross validation)
    log2c=%7.2f	rate=%g
    log2c=%7.2f	p=%7.2f	Mean squared error=%g
  warning: maximum C reached.
    L2R_L2LOSS_SVC_DUAL L2R_L1LOSS_SVC_DUAL MCSVM_CS    L1R_L2LOSS_SVC  L1R_LR  L2R_LR_DUAL L2R_L2LOSS_SVR  L2R_L2LOSS_SVR_DUAL L2R_L1LOSS_SVR_DUAL cg reaches trust region boundary
   WARNING: reaching maximal number of CG steps
   iter %2d act %5.3e pre %5.3e delta %5.3e f %5.3e |g| %5.3e CG %3d
  WARNING: f < -1.0e+32
  WARNING: prered <= 0
   WARNING: actred and prered too small
   8function   10l2r_lr_fun    14l2r_l2_svc_fun    14l2r_l2_svr_fun      '  '      -@  -      -  -      -  .0      .4  .      .  .        .  .         .  .         .  .         .  /          /  /T      /X  /      /  /      /  0       0$  0d      0h  1     1   2      2  5      5  6      6  8H      8L  9      9  ;      ;  C       C  M@	0      MD  M      M  N(         N,  P g      P$  QT      QX  R
      S   S      S  S         S  UP      UT  V      V  X      X  Y      Y  [h      [l  [      [  \x      \|  \      \  ^f      ^  _         _  l4    (  l8  u	P    (  u  H	P    8  L          <       @  D         H  L         P                                                  4         8  H         L      (            |                d      h  `      d                      P          P    (  $  L      P  ǘ      ǜ  Ȉ        Ȍ          Ɉ     Ɍ  ɸ         ɼ  ɼ           ϸ       ϼ  <	    0  @  x         |  ـ         ِ  H           |H         ݀  H            H           P      T  p    ;  H   H?\  `?`  t?l  ?x  ?  @   @<  @  @  XA  tA  C  Fd  G  H  ,J  TLD  T  ]  <^x  \^  p`  b   c  d4  $d  8e  `g  h  j8  l  l|  (m$  Hmx  doL  o  |   D    H  	(  	`  	t  	0  	  	  	0  	  
  
  
,@  
lÐ  
(  
d  
    8h  T˘  hѬ       <D  4  x  (4  Ld  `h  td    
$$  
88  
`  
t       zR        <             ,<             @<             T<   4          h<   T Bp{C        =,   < Bp{A        =L   T Bp{C        =   < Bp{A        Ԥ   , Ep{          Դ   L Ep{ B     =l   D Dp{         ,=    Co{G      L>,   Cp{       0  h?   B`{ CBBH	
        Bx  8 B`{ABB   $  C  X BP{ABBB	D   $  D   B`{ ABBBC   (  F4   BP{ABBB	B
D    T  8G  T B@{CCS !"#$%&'D()*+,-    `  O  	T CP{ BBBW	

@A !        X    B`{DBC     Y   \       4  (Y\   BP{BBB	I

      (  `[  4 BP{ABBB	B
D    ,  \$   BP{ ABCBF	     ]    B`{DBC     ^   \       $  ^P  l BP{ABB	E    $  _   BP{ABB	E    $  @a  $ B`{ABBBC     (  hb  | BP{ABB	B
E     (  cT   BP{ABB	B
E       e   h B`{CB        eL    B`{CD       e   T Bp{C     0  f   B`{CJ	

        Pg   p       P  dh  
$ B{E#$V%' !"&()*+,-./01234567     d  t  	d B{C$B%Z !"#&'B(C)@*A+,-./0123456789:;        zPLR   
y    h    }  $  B{E-8C9B<X./01234567:;B>C?@@AABCDEFGHIJKLMNOPQ   4    T B`{ BBL	

     4     D@{Q+ !"#$%&'()*,                 ,t            @h   8         T   T Bp{C       p   D Bp{B          h Bp{ A     8                                  <    L  B{A%C&/O!"#$'()*+,-.0    (  $  P C`{ABB	F        P    B`{AB      8  ph  < BP{BBBBM
   $  h   B`{ABBD            B`{B         \ C`{B	       	   0       @  	 (   B@{GCL "#B$%    D  	d    B{E"#C(*B+B,N !$%&')./01        	H    A{        	    D Dp{          	H    Co{J       
   0         
          L  
,   B@{BEBEBJ
 !"#B$%     \  
|Ә  	 B{B%B(BC#'U !"$&*+,-./0123456789        
ܼ   <         
              zR          H          ,          J  I   I p  	H 	  	H   $I $  $I %#                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 R b Z z r z r r r r z z z z z    j  0  p  X                                        "                          $         *   R  2 :       Z : J B b           J B b " Z     	     	     	     	     	     	     '   
  T                       o               
  
X                          #0          (   	   o  (o   o  $o                                            @                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ր ޭ 8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        0cc19593aac35672a7e0edae1ce03f89a2a9f1.debug    D .shstrtab .note.gnu.build-id .gnu.hash .dynsym .dynstr .gnu.version .gnu.version_r .rela.dyn .rela.plt .init .text .fini .rodata .PARISC.unwind .eh_frame_hdr .eh_frame .gcc_except_table .init_array .fini_array .data.rel.ro .dynamic .data .got .bss .gnu_debuglink                                                           $                  o                         (                           0            
X                  8o     $  $                  Eo     (  (                   T            (                ^      B  #0  #0                 h        '  '                     n        '  '  d                  t        T  T                      z        x  x                          B  8  8          
                 X  X  L                              @                               c                                                                                            ,                         8 8                         @ @                     c       P P  4                                                                                         4                              D                 