ELF4( .shstrtab.text.data.rodata.symtab.strtab.rela.text.commentؐx#\t#`p#dl#h+`#l #p#t! ' @|h-d:@`d`h 'd'``'h*` @* h@*`d\`X@#\X@lX|xtp`#\;`#h@#l@@@@@@8''''D'<'4','$''' '''''`@'`'.@:``"`@?'@@'|@'d@'@'.@'@'l@@'\@/'L@@'T@'̠, @@'@, l @, l/` `@"`@ "`@@"`@"`@"`''ؖ l'      |"""\:@T:@:@:@`" | @@! `'t@ @  ` "  @ 2 @ `@ @'D @ @   @*&`@ 6@a   @ "`T3  "@` < ` 6u  @DB`  e  `@ T[ B`=` &@ F@  F`< < `: `#`#dt#h#lԐ#pl#t#x#|#\0 @;  #`#dt#h#lԐ#pl#t#x#|#\@ @  @@@`'t@'<th@ @'4#\t#`#dT#h#l#p#th#xl@ $#\@',#\h#`#dT#h#l̒\@ $#\@'$#\#`#dl#hh#l̘@`'@' @?@ @  @\*`8@@ 6@#`#d#h#l#p#t#\l@`'@<D @4@ '< , '4 @ $@ ' ,  '$ @@ '"@'䀤c_`]   2@ @ @@'<#\;`#h|#ld#pLT#t̐#xh#|l#̚@#|@&'#`#d#h#l#p#t#\l@@<"@` '@ @@   @ @` @ 2#Ā @ @`@` @ @ @ 2@ @ d#\#`#d#hL#l#p\|d@Ժ &@'` @$@! @!|@! Ȁ 2 @@ @ `E"@'`@D"D애D  D ܍D D 䑠 D '$` ;`;h;p;x;#\'? ?@"@'` ?@ Ā l@   `?  "7   @ 2`20 6F  @DDB` F @#?@# !`l!h?@ ?@  @ @@@|@d@@@@l@@\@L@@T@@@@ @ @ @ @   ((H B@ BƖ󁡈D     ""    * ?"h\`dhlptx?#\#`#d#h#l#p#t#x@1 @ @ @ `@  @" H@* <@  *  <Ɓ ' * < `@`h'd'lp ?x@!` ``#\#``#d#h@`@ "    * @ :@ ``"" @ 6  `,@*  2 @`,@B:@&` 6  htx@@ `,  7@   `` *` ؉\*`@9  t@ "` DB "؉\*`@' t@ "` D–Ә * @B`D - :@, - @, @@,`'t@$"`: $@  2``@`@ |     \* @:   @`x?''  h ?@ @   d " `<`"` ` m:   Z聩 '`d "`. "@艡 B `Ƒ. :@  @B`D<`@ 2  `"? ?2؁ -  ? $@ d 2$  @@   ``  $@'`؅H<`  @??㿈! B`'XX! d BhlpDt  89"n ! ?23@/ @2Z`U/ ' Bʍ"# +"` 9` )9`L/   -9`L/  `Ɓ  `L/   ``J  `…/   ` =`/ #`@6@ - 㿈? & + '%# @ 2``腡 '`  ' '@@@``㿐`dh@ l-+@,` Br\@ ,`@*& F F@  B*D`=@ 6@`ē,` " 9 &@` ,`@  B*" B*D< 6@ )``ē,` 9!` '` &` ,`@  B*" B*Ė< 6@ `@ 6@㿈'XXdpx |  B? `  `J@* '*@   )# 腤ȁ - `@ 2   ' BN B8  6t7  :@ @6  @t `*  *`$@ @@ ?  `  `J@@* '*@   )!`腤ȁ -``@ 2``   BN B8 @ 6@t7  :@ @  @t `*  *`$@ @@㿈'XXdpx |  H? `  @ `J* '*@  )' 腤ȁ -  2 " `@   ' BN B8  6t7  :@ @6  @t `* @ *`%@ @@ E  `  @ `J* '*@  )% 腤ȁ -  2 " `@     BNB8  6t7  :@ @  @t `* @ *`%@ @@㿐 @!@`(`(`$ '?/` (&'??`@䀠@@)(`(`?( =`,`($ '?/` (&'??`@݈ 㿐\`dhl  p*@ $  "  6 X @ @ @,` @*` %@  :  & *@ $4&  "& @&  6     "`" `@. ?' @ '@  @ @  @$@x'/``@?'ܠ`, @@@t ,@     @@  @  l  p`?" ܁D#  "     ""@` + ?%     ""@` + ?% &S@x|@ @, , *"@ H H  B*D>@ ' 9  D HD@ 9   * D H?  6`@ 6T K  tl   p"h 2. BN@ = Nȁ )"N@+L)"@' ʁ="` ɘ  t( ? : t , @&@@@@㿐 .`.`* @ 6  * " @@ `,)' .` * @ '.`*@ ' 60.`*@ .`' 㿈 @M';93  @ 2?`@6   ,`,* @ ,  ` *@?  @ `* @ $* *@ $  ߢ``@ `@㿐   @ @ @.     "       @* `$    )      ,`, @* 2`` @ # `` &  " ?    " "?`*` "`#`"  @`!$ $ @  @ @  @ 㿐. @#$`@"`@"`@"`@"`@"`@.`"`.`" @!$ $    @  @  @ " `? " `@   @6?   " "`@  @ "    " "`@㿐@ @ @ @ @ @ @ `? 6? 2 ` "` ?* "@ ? @  " ` 6` `@   *` "`  ?("@" 㿐  @ ? ?    @ "H  `?? ?@   @ 6? 6?    @ "!  `?? . $#@  , "@ @  *`" @  @*``# `  "`# `  "` *   *"@* 8@ 㿀 ''聩 @?@ ? @`聡D F F B` ''̀  ! @`@7А'?'? @/ ,`@  @@'ą @'"ćȢ #B @?@ȁ -?`@&   @`ȁ㿈 @ @ @`@@ `@#`@@! @@@`@ @@`@@ 05 `.  @``@ R " @  "R?@`@  R 2@@`@ ֢`@ @ 㿈'\`dhlp `t.` `. `. `. `. `. `. `. `. `  .  ''@& $ d% (%=@   =$$<<<  $   @4$`J@ -@ `?* :  7*   @@  @`[' @`U'@ @``?M& @`G$ @`A% @`;% @`5=@ @`/= @`)$ @`#$ @`< @`< @`< `@  `@ @@ `@R @ ,`@ @@ @@`6 @  ` @ @@ ` @ @@ @ + @ @@  @ @@ 㿐 `@@@ @ @ @ @  @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ @ =+=q-OptimizingIteration %ld: . Selecting working set... %ld vectors chosen Objective function (over active variables): %.16f Checking optimality of inactive variables...done. Number of inactive variables = %ld => (%ld misclassified, %ld SV (%ld BSV), max violation=%.5f) Moving BSVs to inconsistent examples... Now %ld inconsistent examples. done. (%ld iterations) Optimization finished (%ld misclassified, maxdiff=%.5f). Runtime in cpu-minutes: %.2f (%.2f%% for kernel/%.2f%% for optimizer/%.2f%% for final/%.2f%% for update/%.2f%% for model/%.2f%% for check/%.2f%% for select) Runtime in cpu-minutes: %.2f Number of SV: %ld (plus %ld inconsistent examples) Number of SV: %ld (including %ld at upper bound) Estimated VCdim of classifier: VCdim<=%.5f Number of kernel evaluations: %ld @?@p@Y?Running optimizer...done Computing qp-matrices (type %ld kernel [degree %ld, rbf_gamma %f, coef_lin %f, coef_const %f])...%ld..Calculating model...done (%ld support vectors) @?ffffff?333333?inconsistent(%ld).. Shrinking...?Error: Kernel cache full! => increase cache size Reorganizing cache... Cache-size in rows = %ld Kernel evals so far: %ld Norm of weight vector: |w|=%.5f ?Estimating radius R of sphere...done (R <= longest support vector = %.5f) Writing model file...wSVM-light Version %s V2.01%ld %.8g %s %.32g %ld:%.8g svm_modelempty Unrecognized option %s! Not enough input parameters! Maximum size of QP-subproblems not in valid range: %ld [2,%ld] Maximum number of iterations for shrinking not in valid range: %ld [1,..] The C parameter must be greater than zero! The epsilon parameter must be greater than zero! @@?PbM? SVM-light %s: Support Vector Machine, learning module %s 17.08.98 usage: svm_learn [options] example_file model_file options: -? -> this help -v [0..3] -> verbosity level (default 2) -i [0,1] -> remove inconsistent training examples and retrain (default 0) -q [2..%d] -> maximum size of QP-subproblems (default 10) -h [5..] -> number of iterations a variable needs to be optimal before considered for shrinking (default 100) -f [0,1] -> do final optimality check for variables removed by shrinking. Although this test is usually positive, there is no guarantee that the optimum was found if the test is omitted. (default 1) -m [5..] -> size of cache for kernel evaluations in MB (default 40) The larger the faster... -c float -> C: trade-off between training error and margin (default 1000) -e float -> eps: Allow that error for termination criterion [y [w*x+b] - 1] >= eps (default 0.001) -t int -> type of kernel function: 0: linear 1: polynomial (s a*b+c)^d 2: radial basis function exp(-gamma ||a-b||^2) 3: sigmoid tanh(s a*b + c) 4: user defined kernel from kernel.h -d int -> parameter d in polynomial kernel -g float -> parameter gamma in rbf kernel -s float -> parameter s in sigmoid/poly kernel -r float -> parameter c in sigmoid/poly kernel -u string -> parameter of user defined kernel  >CTY^hy~$X9P4``H0$!(95$K]3o)`|<\5$:XHW.Pft/dH'x"8D8\ !(;R\ad6AP8|#+Faio5x0hTX&4D:dsvm_learn.cgcc2_compiled.compute_matrices_for_optimizationsqrtkernel_cache_lrufree.remcompute_objective_functionatofatolverbositycheck_optimalityestimate_spherekernel_cache_cleanupexitoptimize_svmfcloseepsilon_critfopenkernelupdate_linear_componentperroropt_gopt_nfflushcopyright_noticekernel_cache_freekernel_cache_timekernel_cache_initkernel_cache_occumaxmodelfilereactivate_inactive_examplesepsilon_aopt_xinit.umulidentify_inconsistentsvm_ckernel_cache_buffsizeread_input_parameterskernel_cache_free_lrukernel_cache_invindexcompute_indexread_documentsget_kernel_rowopt_precisionepsilon_constcache_kernel_evalsnol_llsvm_learnopt_g0opt_ceshrink_problemselect_next_qp_subproblem_grad_cachekernel_cache_touchkernel_cache_checkkernel_cache_elemsprintfkernel_cache_indexmax_kernel_cache_elemsmy_mallocmainnxkernel_cache_clean_and_mallocget_runtimestrcpy.divkernel_cache_statistickernel_cache_activenumprint_helpmodel_length_sepsilon_shrinkcalculate_svm_modelestimate_margin_vcdimdocfileopt_ce0kernel_cache_active2totdockernel_cache_totdoc2activefprintf__iobkernel_cache_mallockernel_cache_shrinkkernel_cache_bufferselect_next_qp_subproblem_gradselect_top_noptimize_qpwrite_model$) () 0 4 LN PN X# \# d h l+|%   % 4@@/ 0) @5HXZ` h p x DK   K G   G @@ @,@8@D@T@`@l@x@@@@@@@@@@7 7  @O O  '(@0 4 8@@6 D6 H@P& T& ..   = S  $S 0 4 @ D H L=TS \S d h (l=p (tS xS |  D  0= 0S S  0 8 T X x |       @ H X \ | 9LWX d Ph Pl=tS x|S . D3 D(0 @D DL D    h ,= 0 h 4S  8 <S    D p    =   =  S   S  D 4$ D.  D   =  S   S   =     =   S   $S  ( 8 <= @ \ h H l= p H tS  x |S  (   =   x =  x  F " 08 <? @? XH \H hF t" " U       =   =   D   $     =( , 4 D=H X h % %   =     `S hpS |S  (M (R  G G  X= X         $ , 4 < D L T \7 ` d7 hO l pO t x | 6  6 &  &        = S S Y  =  % $ (% ,   S S   R  , 07 47 hO lO O 0H% L%   X$ X06 46 h'     S S  H HRS S   $& (& \ ` lS pS t xR|    `= `S S   ( |% %  8 D H \  H H=S S       x x=(K , 0K 4 H P K   % D% \% p% % % % % K % K X ` %   S %   = S P) T% 0) % ) 0) % %   %    X :!,% !4 !8 !@% !D !H "4X":"> " " "> #% # # % # $X$l:$> $ $ $> $% $ $% $ %X&:' ( (  (=( (S (( S ($@)  )$ )0 )4=)8 )<S )@)DS )H )L )P=)x@)@)@)@) ) ) H) H)=)S )*S +P0+d% +l% ,% ,% , , ,K ,K , , . .( .0 .8 .@ .T> .X> .| . . . .H .H .'.Q .V .Q .V //8/xP /|> /V /;/C/H /Q /H /Q /P /> 0$'0(H 00V 0X0hH 0lH 0  00  0 0 0 X0=0 X0S 00S 0@1H 1H 1,P 10P 1D? 1t? 1x? 1H 1H 1P 1P 1V 1V 1? 1H 1H 2 ? 2? 2$H 24H 2@P 2DP 2LQ 2PQ 2pH 2H 2* 2* 2H 2F2H 2? 2? 2? 2 2 2 2 2=2 2S 22S 2? 3 p3=3 p3@3$> 3(> 3,@34! 38! 3<@3D 3H 3L@3T- 3X- 3\@3dP 3hP 3l@3tQ 3xQ 3|@3V 3V 3* 3* 3F3? 3? 3? 3 3 3 p3? 3=3 p3G 3G 3 3=3 3< 3< 4> 4 ? 4$? 44H 4@! 4D! 4L- 4P- 4lH 4|H 4P 4P 4Q 4Q 4> 4 4> 4! 4 4! 4 4 4 4- 4 4- 4P 4 4P 4Q 4 4Q 5V 5 5V 5< 5< 5? 5 ? 5H! 5L! 5`< 5p< 5! 5! 5< 5< 5< 5 5 5? 5? 5- 5- 5 5 6,! 6<! 6@< 6D< 6P- 6T< 6X- 6\> 6`> 6< 6< 6? 6? 6! 6! 6,7< 7 < 7? 7? 74! 78! 7p> 7t> 7- 7- 7 7 7 7 7H 7H 7'7V 7V 7< 7< 7< 7< 7< 8< 8> 8> 80 8< 8@ 8D 8\> 8`> 8 8 8J88 8 8S 8S 8 8R8 9 9 9 9 90 94S 98S 9@R9D 9H9| 999::0 :4 :@S :DS :H :PR:T :h :l :x H:|=: H:S ::S : `:: `::: h: h: :R: : : :R:R: ; ;R;R;(R;4 ;8 ;<R;LR;\R;x ; ;R; ; ;R< <R< <0<8 << =?=?=?=?=?=?=?=?=?=?=?=?=?=?=?=?=?=?=?=?=?>?>?>?> ?>?>?>?>?> ?>$?>(?>,?>0?>4?>8?0><?x>@?H>D>>H?>L?>P>>T?>X?>\?>`?>d?>h?>l?>p>>t?>x?>|?`>?>>>I>> > > > ? ? ?8 ?P ?h ? ? ? ? ?E? ?=@ @I@ @0 @4=@8 @<I@D@PE@pE@ @B @B @ @B @B @ @=@I@@ (@ X@=@ X@I@@ (A A=A  AIAA, A0=A4 A8IA@AT 0AX 0A\ A` Ad pAh=Al pApAx A|=A A A=A A A=A A A=A A XA=A XAB AB A A=A A A=A A A=A A pA=A pA A=A A A=B B XB=B  XB B=B B B =B$ B( 0B,=B0 0B4 pB8=B< pB@ BD=BH BL BP=BT BX 8B\=B` 8Bd pBh=Bl pBp Bt=Bx B| B=B B B=B B PB=B PB B=B B B=B B B=B B HB=B HB B=B as: SC4.0 dev 15 Feb 1995 GCC: (GNU) 2.7.2.14C xBC`CxS<'X/]1 :/