}q (X   soft_margin_rand_theoqcnumpy.core.multiarray
_reconstruct
qcnumpy
ndarray
qK qCbqqRq(KK2qcnumpy
dtype
q	X   f8q
K KqRq(KX   <q
NNNJJK tqbB  ﵚl?Y;l?HHOl?uEl?krK3l?>l?"O\$l?Rryl?EA`l?eys3Fl?fD!l?P8hk?[x
k?{Ak? W^ l?	C!l?xXw9l?-a~Gl?bYMl?9HLl?nd]l?hצl?^yl?Ǖ[Pl?~&qBl?'Sk?fk?7sk?Kk?!CJe(k?Ηk?۩Mem?|0o?Wܯq?^;q?<I"Rr?nD[
s?UHOs?]ys?oKs?(A;r?Kp?qop?QLp?CU,q?B4%Cr?:r?as?(>t?DCwt?qtqbX   soft_margin_opti_theoqhhK qhqRq(KK2qhB  "9嘟Kt?$ͷ"Bt?x99t?OZ5=t?x9t?z8T>t?	6t?SX9t?-U.t?]]2t?oV2#t?H{5t?&o|Tt?T)ߨt?KBat?,nt?YU9t?aZmt?eT
t?z	t?|9{t?ur~t?Bt?ʧWFt?ߴt?y5t?"'t?;lh##qt?\:`t?h&Mt?N ·lt?5,Cu?%pv?0Zw?wCnḢx?gY>y?.Ty?i:y?b y?y?T>
x?$m;#(x?-"w?'[@x?OZ.y?Mz?rnz?VD		K{?E{?,>v{?qtqbX	   times_simqhhK qhqRq(KMqhB        #@n #@/$#@K7#@5^I#@(\#@Pn#@$#@kt#@S㥛#@Q#@ʡ#@/$#@-#@I+#@Hz#@x&1#@bX9#@K7	#@}?5^	#@
ףp=
#@n
#@%C#@#@@5^I#@#@Zd;O
#@
#@uV#@+#@(\#@Zd;#@Mb#@7A`#@ rh#@R#@On#@m#@~jt#@#@Gz#@E#@/$#@t#@J+#@ףp=
#@d;O#@Mb#@jt#@+#@#@'1#@v#@B`"#@S#@\(#@&1#@w/#@V-#@|?5#@Q#@Zd;#@9v#@K7A #@T㥛 #@zG!#@o!#@M"#@A`"#@S##@p=
##@1Z$#@/$#@L7A`%#@S%#@gffff&#@x&#@Cl'#@-'#@ r(#@)\(#@x)#@Dl)#@"~*#@^I+#@Q+#@y&1,#@C,#@V-#@!rh-#@Gz.#@<O.#@v/#@V-/#@㥛 0#@q=
ף0#@x&1#@l1#@V-2#@ 2#@333333#@ʡE3#@NbX94#@~j4#@i|?5#@(\5#@ʡE6#@X96#@K7#@+7#@Q8#@F8#@MbX9#@`"9#@|?5^:#@{G:#@Zd;#@Cl;#@#~j<#@rh<#@>
ףp=#@ˡE=#@X9v>#@">#@sh|?#@     @#@n@#@/$A#@K7A#@5^IB#@(\B#@PnC#@$C#@ktD#@S㥛D#@QE#@ʡE#@/$F#@-F#@I+G#@HzG#@x&1H#@bX9H#@K7I#@}?5^I#@
ףp=J#@nJ#@%CK#@K#@@5^IL#@L#@Zd;OM#@M#@uVN#@+N#@(\O#@Zd;O#@MbP#@7A`P#@ rhQ#@RQ#@OnR#@mR#@~jtS#@S#@GzT#@ET#@/$U#@tV#@J+V#@ףp=
W#@d;OW#@MbX#@jtX#@+Y#@Y#@'1Z#@vZ#@B`"[#@S[#@\(\#@&1\#@w/]#@V-]#@|?5^#@Q^#@Zd;_#@9v_#@K7A`#@T㥛`#@zGa#@oa#@Mb#@A`b#@Sc#@p=
c#@1Zd#@/d#@L7A`e#@Se#@gfffff#@xf#@Clg#@-g#@ rh#@)\h#@xi#@Dli#@"~j#@^Ik#@Qk#@y&1l#@Cl#@Vm#@!rhm#@Gzn#@<On#@vo#@V-o#@㥛 p#@q=
ףp#@x&q#@lq#@V-r#@ r#@33333s#@ʡEs#@NbX9t#@~jt#@i|?u#@(\u#@ʡEv#@X9v#@Kw#@+w#@Qx#@Fx#@MbXy#@`"y#@|?5^z#@{Gz#@Zd{#@Cl{#@#~j|#@rh|#@>
ףp}#@ˡE}#@X9v~#@"~#@sh|#@     #@n#@/$#@K7#@5^I#@(\#@Pn#@$#@kt#@S㥛#@Q#@ʡ#@/$#@-阮#@I+#@Hz#@x&1#@bX9#@K7#@}?5^#@
ףp=#@n#@%C#@Ƌ#@@5^I#@̌#@Zd;O#@ҍ#@uV#@+َ#@(\#@Zd;ߏ#@Mb#@7A`#@ rh#@R#@On#@m#@~jt#@#@Gz#@E#@/$#@t#@J+#@ףp=
#@d;O#@Mb#@jt#@+#@#@'1#@v#@B`"#@S㥛#@\(#@&1#@w/#@V-#@|?5#@Q#@Zd;#@9v#@K7A#@T㥛Ġ#@zG#@oʡ#@M#@A`Т#@S#@p=
ף#@1Z#@/ݤ#@L7A`#@S#@gffff#@x#@Cl#@-#@ r#@)\#@x#@Dl#@"~#@^I#@Q#@y&1#@C#@V#@!rh#@Gz#@<O#@v#@V-#@㥛 #@q=
ף#@x&#@l#@V-#@ #@33333#@ʡE#@NbX9#@~j#@i|?#@(\µ#@ʡE#@X9ȶ#@K#@+η#@Q#@FԸ#@MbX#@`"۹#@|?5^#@{G#@Zd#@Cl#@#~j#@rh#@>
ףp#@ˡE#@X9v#@"#@sh|#@     #@n#@/$#@K7#@5^I#@(\#@Pn#@$#@kt#@S㥛#@Q#@ʡ#@/$#@-#@I+#@Hz#@x&1#@bX9#@K7#@}?5^#@
ףp=#@n#@%C#@#@@5^I#@#@Zd;O#@#@uV#@+#@(\#@Zd;#@Mb#@7A`#@ rh#@R#@On#@m#@~jt#@#@Gz#@E#@/$#@t#@J+#@ףp=
#@d;O#@Mb#@jt#@+#@#@'1#@v#@B`"#@S#@\(#@&1#@w/#@V-#@|?5#@Q#@Zd;#@9v#@K7A#@T㥛#@zG#@o#@M#@A`#@S#@p=
#@1Z#@/#@L7A`#@S#@gffff#@x#@Cl#@-#@ r#@)\#@x#@Dl#@"~#@^I#@Q#@y&1#@C#@V#@!rh#@Gz#@<O#@v#@V-#@㥛 #@q=
ף#@x&#@l#@V-#@ #@33333#@ʡE#@NbX9#@~j#@i|?#@(\#@ʡE#@X9#@K#@+#@Q#@F#@MbX#@`"#@|?5^#@{G#@Zd#@Cl#@#~j#@rh#@>
ףp#@ˡE#@X9v#@"#@sh|#@qtqbX   soft_margin_simqhhK q hq!Rq"(KMq#hB  36Wl?{:l?J.l?Il?S-l?Dl?|l?7xHl?z1Ōl?,tl?^T>l?>W!l?l?ETrl? l?<aql?ĀHl?uLl?Pdzl?ެ
l?8<Kl?Ll?rc4l?ڹl?ŧl?8>l?er`l?lRl?\l?0l?;\2rl?1l?Kl?t6 hl?2l?ְa;ql?UCl?<rl?l?U`l?Vl?T?Dl?Ql?	wl?2_tl?u0l?|ddl?NFjl?c)l?{iUl?Xl?l?G3l?H^l?F{l?l?yhl?Iنl?usl?;YVl?SӀ/l?3l?/yǸl?@->l?}_Al?7B=l?t#ܠl?ԻGl?׌l?Ǿl?hy9nl?U=l?b "El?V.Ҟl?Kh(m]l?5yMl?ܯjl?IIl?nl?/Gl?ll?;Tl?b'jcl?alm݅l?,ӄVl?h~΀l?:Y3{F~l?s֚{l?	O4yl?(dOvl?%. tl?jQql?ol?^ll?# il?;nDogl?dl?\bl?j_l?\K]l?X2Zl?HP);Xl?am*3Pl?VbHl?]=L@l?g?ρ9l?sG}2l?y+l?\{h%l?N5ԭcl?4ђl?|zl?!5l?p-l?2)l?0l?[l l?R)k?pk?k?HJ0k?e_2k?5ȏtk?Jrkk?
2ik?,U'k?F2Sk?{s"fCk? k?ZZk?L`k?c
 l?F7Mnl?b l?l?,0 l?@#l?^+Fbl?ol?GKl? l?*F
 l?1#l?)'l?Il*l?)߼.l?:w y1l?ާ4l?)f;8l?zU*;l?uF >l?8ΩAl?Z`^Dl?gGl?*)Jl? v4Ml?b#vPl?kSl?{ʢUl?Xl?kkZl?!\l?Ӗ^l?ҥM`l?wkEbl?$oYdl?Έefl?J
hl?Z,Sil?EȒkl?4=sll?3ml?2i_nl?Čepl?T%ql?(ql?6rl?$ʟsl?(9\Rtl?Sitl?%vl}ul?\Lul?;^vl?Tvl?1Əvl?4t,wl?Pwl?Ǝcwl?rTDthwl?֟p^wl?'Ewl?R0"wl?;2vl?vl?Xvl?vul?9ul?., ul?F,Eӡtl?Xݺytl?8`Esl?zrl?$]/xl?l}l?ƹĂl?!Hֽjl?k;l?YEl?Ț̔l?>l?~]l?2al?tX%l?*k=l?3wl?fkMl?@;Ql?id«l?2Z _l?LIl?!Vl?9dxl?Cl?0l?r|Wl?l?4ƃl?Tol?/Gl?:ppl?Y>Ŕl?Yl?e%l?E[8wl?0+l?Fy}l?7h3xl?P+&rl?f3ml?.gl?$H&al?sse~[l?Ul?Ol?PIl?hCl?_?==l?C7l?Xw1l?nu+l?*j%l?>gl?jJUol?4l?/ 
l?vl?'ɞ 
l?kxpZk?=k?$5C}(k?Gmk? VH>k?>Sk?+Fk?SLnk?qPk?%Dk?#Mk?{hk?2ɱk?S7ٸk?fq.k?Vbk?,k?{䜦k?\-);k?]Z
k?:"6k?
X~k?[ ak?f(Tk?x0#Wk?uik?X$~k?a(}k?lWyk?߰Hvk?`ڣrk?|ok?=kk?2hk?Ódk?* U.ak?]k?0!Zk?EWk?2Tk?kPk?\/Mk?<[Jk?mH9Gk?|ZDk?uUk?|&hk?R~k?qHWk?;(k?|8{Wk?jd<k?1l?KM9l?^eMal?'4l?ۉ\l?ʘ6l??em?|2uJm?CHm?@ͥĵm?]
rm?i&n?Ú;`n?`n?ZORn?GXo?&	Po?1Vo?o?5Yp?}]eb"p?~B@p?2^p?8d|p?`n'p?ծp?($'p?p?
q?@>_%q?}"?q?*2Yq?p]I#rq?hq?4{ q?9-q?8q?9q?hq?&ӱ
r?] r?~y3r?liEr?JmpWr?ygr?:rVwr?aqr?TOr?Lr?~=Fr?zkgr?r?
r?J!r?Eȡr?0b!g3r?!
Ns?9s?<3s?s?>߉q's?bp{/s?=|'7s?zay>s?jIsEs?Ls?nhOrRs?C|Xs?r=^s??cs?hs?)qdms?Brs?hws?ȑ[{s?N)
hs?8$}(@s?2s?>b|<\s?Z
Os?^ ]s?E
Ds?{s?8s?*g|s?IqKs?ܿ =/s?
|Gs?gs?s?5s?5اs?G<z{s?s?0!s?:Ss?Os(s?NT_r?6r?BEP;ܨr?;yKr?ޡ%Wr?9~0r?Kh%
r?)oϓFq?$7agq?=2q?_Ƃq?n>eq?ygtIq?B10q?ؐq?:q?Vqp?`hp?BƱ3p?ڕp?Bvp?7tp?9@ip?L!:2_p?<rCp?Hp?_Zp?'+Ap?m9p?[8Ƶp?qp?R~ip?$`Jp?^j?p?))p?VP>dp?nޜLvq?lJq?8f=!q?JyY1q?e:Bq?MSq?pz.eq?j^wq?Ί)q?I۰Յq?D q?Dqq?'n
q?@Yq?ԁ2q?[Ywr?~r?Fs1r?=#-Dr?(gVr?cir?2xI{r?Vr?]4r?"߰r?+WUr?Џ`r?Mr?f<_r?2s?& 7s?-AE&s?yrE6s?2olEs?
LTs?QDcs?9Tcrs?Z@s?IDFs?)ڈs?f
bKs?lθs?;s?;s?Hߗ&s?Μ<`s?h?s?lbt?!Ft?-!t?V't?j,2t?+|=t?WHHt?	i+Rt?ꚠl]t? +gt?d
|qt?޻c.zt?q$tq%bu.