From 0f477ef8ea9cf8b696bbe82397e022ceb5a24a83 Mon Sep 17 00:00:00 2001 From: Long Nguyen Date: Sun, 8 Dec 2024 10:08:27 -0800 Subject: [PATCH] Fix figure cropping issue --- results/figures/confusion_matrix.png | Bin 16736 -> 23871 bytes scripts/5_evaluate.py | 8 +++++++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/results/figures/confusion_matrix.png b/results/figures/confusion_matrix.png index c8f378c0d7ad49b706a9d44f0152ab72e1abc8bd..54bacf2ea49705a4976b1a82cf682b99666a722d 100644 GIT binary patch literal 23871 zcmdsfcU06@+wG`Pqee7QB&dLi*Z?7jR4H~uq*tjbA_59XkzVXk5dsQWC?dU%1*8{6 z83hFC7OF^>UWU%y2L_X1lJ(uY?)~S!>&;SO=2y;n>fZY~R~6-@mo8qtm_nf}l{v6i znL?SDMWM`n{QUy_gl&;=H~tW{-lu7;Vt&Hf_Nb*HMeeAz#VK>^Q^v>Eoi((yGB!68 z;1%WF#0AWMSk9UTx5~Ofx}i5%Ce*6zd4ao5yljXPOQw{ zU8;8e9o3FHw`?XRC!6no|7zE~`5P2&H~pf>Q&4v31Jen^J1zo=6;@^?;i2<8Xvzm) zRwbzIkWD)nr#>e3u6R$%(UcQcuWaA2RWQ;0;WqxFf^=8cWOolc3Y$@`t>dY%cj*taRTJ^5;YLH+p-9Y1}Sl&5CZ(F>NYRvr4FmZ8W&;j>85 z`S8f#%CGC!H(H2{=`!J)^4UL!NH`8|mXy@nwd^TzsZ}+r)Orkz`@PNyP_YL3j zb$F-^GTItK%Bp*hOfvsS;c8GYSTLIQ9i@A9bNxK6zFZM{m)W_tx50b3xXzliU)z7} zT7O5E?*>O56TA1eA2OZOq%Sx;jq0k;xl*2HYo4ORD>3@ziH~Fuc~-;H-4A{}?=&%g zKBZaN$0T@ycMc`J( z^v>`!dV9(826?v18Q$m;u5}9Wl$y}w=jS)FX1l9Tw!p1+Y+|%)WbmVTH8ttf`v>JQ z8r))HT0K2IBd(KOlg5pCJ`P@$;47=F`NJOF$S{UR2nS!b>{a6rXDj} zS)NtYd939ZeNT62 zb~8`U+we#JkkHkE|N7pey7I5DHnZ^li@i%}cOpt7Le$pIevpPM(rm2kHs6t(y19O{ z{+?oD-xxvZcdw0|#v<1@l-6^(&sYec&#Ld!18at$#p=U z!zfUGRr*v8$d>xX0}Ri9-X`f%NIg335`VtMv1c(M(_2ZYSU-J3*%VIE8#&E?vD9xa z7q%|N$=`m&A^qCof@tz^lx~JuKfE=w6CAMTbBCuFO>gf^Rw@l7zL~AeEBe`+8r0YR z@mq%`{>6M-ZOVu1_I%Pri4IVoi)g$Ut@y3nitA}jFu5Nmi$xeMR_X*e3o2LKHaD2nhf8^6V#kNV} zmyGRm>3h8?C{jDg?3$;iUrznosuU}U8sXf{+}yH=;ER_mQ86)zu87mtXg$N&PnRdQ zU3!UT)mjQtF{QYhv)t!eLk$gmVc>e;!0)?v@8+_Jd+^{_ z8D$+Ef7(QHvdHP`)I{Y}f? zT_q)@&PpFS=M7Qv0b<@BoY^+*6*gUbyu7@A3xb%YonA99YF*YT@0HBVjgJCk`tJSl z$9?kpIm@K1yLOeki?tGA!L z-`{U-Xk-*)TpDijAtCDVlP78!4mJZFACr_DrbC%q*jP%P+CJu$D_h!PsAsd-MJ+=) zqg*E^?h2avZripk!FAFlEG*0zD{N93AFzs7C-T*+R|jwGnKqm5du3&+tOoKUnK|`} zNUDz?KQ1&`+c^_0W|mX=51oJY6XUg(BX-ZY|C(}UtgaBTcX;u?MMA?vf9T{U-HGV= zR~La*_TrcSnnP0DyMof%w@I?aKmR7~jCDt@C(rb!3(a;EgpJ-FD_i3I#bbec4j(>z zcZY4fI#qA0%F5=O<57 zUBQsx#8W$Fi+Em`P{82H?#T|tLjlTC8cY;sfzKZr zQ%6&o*+*U8uLxg5qtjLPQRcq4m*^0Mb1_}XF^Ex#@SySM{%mMyxCLeC(W6HX%E^_d z+O&&%uwru`goKpe-!(5|q%DTMtFf^$3SO!gW&0t)nC!Slyp2%iXy*>mwM@1u9=$bA zeR4O}2p85GQj8k2GuH`b9?$9w=ypz_Gj%R2NivOzF&|NIIPq-%4f`|KUEZyI@MzxZ z(O_kYh}FGoyo!})#;dezUHf}&Wp?g7v-*nu)152dzV3?GOh%V{ zmJm-#%dB|iuxqqYS2+H_=bH*96|sj?hdx~wbQ!bLwXL@K@bKsbl(Yk#X35}6;Z6zwGB9S>{$Ot^DN{3mSU}hlU^E<3O7~@rdtN=v>fU_I)CB9(c`gu zt}sPuC7MV^{URpzA*OQPSa3(sU?l$Y@6PDn?8okU`X((ip{Le#=*An>G3STJ+Svy8 zU8Pu5_{XmsA91vC^_x>CzTD!qxv_Cnjq9ZIKwG&ie78JY?w-88Q+c$ST7*0sT|MpW zX}V+X&vF4`Y9Z2|>YnTpw{G8#tg6z1&nZ|n6?kznuUf?=D5$n&%a*p%2v1b(3HE&_ zWR&;szg$vMQg(mWg~jC)Lk*tXyu9*WUS6xk?H)3%6{+i)aGNu)EW^>3-ag#d+@8lx zRef_;ka@+5kbCBt?;HAjHze5G+qacP-F*K1dD+v`+NZ0MmGb@gG!7oT_Uo^|TIVbk zK8Y~LZt%umRAsAHg5t@Ok#~j7^5NC3jEAQe-WRCGM>~t>Wh0yU}mo zDvl!%OV$@XueWG<$)aC&I;lFmtvrSV6o=*j+p4Y|0rE@P#Wfc#T12AylM`>YpZ<`r zVj_K`ynp1-ke#km&&y45&l)XTAJN!VG8_h0{`Av>&!3OK36iRHjzchSgSA;@$tx%z zO;{Ao-Mn?H+VSI|t9UfmwZ2MdM);!lU@Mi+o_&hWEA-W?1A-^t?i4st&>d;pS`v0p zUS1t9qO7dE-L_Nbr?dVVgTAU>IY(FO<+OGwQ|>=+tNaj0-=7tlw9UxWsdgDNhwi5? zZ#OsPK{&Vhxy?tSwbIVUvD?+nL4Tou0IqWAkh|o>kO4B$$gO7QzBj_iU>aB+2YP3R zna&2|eBZ5HTwEmsmHJ&ZEO?i~fE}iI5bscAvl#RlX=gi1t}%0yuqkL3vwBW5<2}Ml;0pX*|X^N>tdum!K2T= zBi6NJhqkA9@9&mYRvTpWoq8^Dw!*_o&|yWQ(|WSI+2?gZK^dB7HBHS(Ufopx{yvG3 zmJn>KAG|JPjd{9~ZH;||%lLqXjCX#cGIs42o_wIa(zM_<|47#4s1)Lcy^aB%mWzj{ z>hU^JXBu+12nh6rR?eOKCU_pxIQI@cjoPQO^nIFzBjVLb_ZEFwD){S zG>!1nbC6-tcY5S9(z@vehm;Xki6!V%jF<5nOe*WT&$#VOz71Xj^#t#P6CYox{ zvo>wm5am2NnA-B-`mKBSV!YN%r`B4Dh?^%1<=TD8&&yLrX+vu_rDmuFJN+ zcWdDQDU%toUJ3^f_P*25(czK#kYW|_)VwzS*@cCU+x4(k5$Vmz+nU2dL;d^3Xkt%0 zySpv+?cbl;ek-&&$W@Q*2SK9%WwZmrK^PoN-mk1&vS@O-<*B6`Hf#VcC7n|C)PUwO z0$bl8bM@-gYgexpe|mYH8L1bss@+%Hthm3mbc4+B@NgUI^Gi|+??0Is1{vjCUJ66? z!3I>*bXw2&>|TGXVclEeezvXqK8hOpuuK=eeZT?|@;+$jEd?#T!PQ zP*U=0tB7ltj89HZ)>*C71kbPd^8N|IbjI8DCri{cbi?45C~fsn*Zy(v;6aqfHVcBD zrkho#MgjQCd;MAo;Ghn#-%l%6*tER;#k0Xfw;(FkSjt8JaD&cZk-z`iMAOQ`1~D4n zg0r!C{w(b5dcj4uW524>D()b@jdo?}BX}tRd1Gc}joK7ww>!vn!v0dOSn-6)xEIn> zOLR=UvWrV50#rE4-VGZ!=CxXzbbLtEO0|xnNo4wri_<1|g`KL68tX83?HgJzht~_6 zqC91;j7 zIe*Ej%>WC5C8}aW2Hx&j=Htj&+`3lWP7wj7bHDH}zwEMUD=S9uZINt(4QQp?Jp$6G z*y&{8ewm3a8WCYLz(V;5l`G3Q4)-K{38K|{YKQN;zDn!qsXMgH27QipfSO82j|Q{5 z3?0?AdLw93{NU2rjt^>4MUKBBvZZ!EUy_L01bOU*0k?KbG>?ppSb&dM(LKrWeibb7 zE@NY3lhW`Tcefi`et7vtej^vxLA-+2MJK z0BhqjokxAs^bov`85r2)Z%sNNw(YbKs&do}rRny4Wr%0xv4{IECc6L3znh?tsLkTj zdk?+|l+Xr9tl`Td={Pih}v&%^Y0<`B_amE-DLsK6ynokV|kWxNa~=6Z2OQH z!^AG$qE}}6`IXnT8#j>4Z#NYMQGvE@*}h#>(4zkWoxq=SN%Y59E-S?ROph>GaAhwRWbg(Rf9Q$eu@nE|tld98o6*=6y&MR&9U!(zsh7 zDXJyufUDnvb(Hys`m{IVJu)2W>RmM%i3nsWygU2R=Ef)lNs?fyhDuxa%u8ls%}BH@ zk{j2r-!n?@($Lbn3nLE0f5!FCFI{u*A5$J{jR-=%>(HC8C1zRF6sZ(qT`DKMMM&sr zRWyy3+TgJx!MJpz;fWJ%fa}}dKZ&@!bWM|sbz#r>^XL1~7Ml!p*B?A|NR^bg&Lh^I zG^T*4U-n#%#9}*qy1MC>msfotlb%pq5(4L4N#|5{$1nUhSOxaO+7T}%jEnlh9XnH` z5xgqcY^#2`k`pZHJc3eJuCM9Mj*xb;r-<3B1x;>UyMCRdy^OxX9i(9&z5U|FUi22S zOVtx!EsfrT8bFy^}MhJC|a2qwnpUI0u`Avt2c8ZwKNwCH_=Bht>^(W>uOjdUnB?W4*FiS9pgWvxyUd(fqZyXSw+ycpIab z>@0t2o;7|}?)GobY7Oz*x@83f9n1_+Yavi(6HB)@>RrR*$A{9UP}5DzZ*LWyLZ9>) z(4?;=>lL5?o;Ce{1$}35lnqyOde8K>H~a&zM;~MVS6twquw~AyKS9#jNWdXS$!|bl zug~7*H#Hkdi@7{zAmC{n=;6x$*SF?pVr5`;GpI($3?MTD-}v%7wu0@q<9w5aZ8p- z^z+C0kve}t8NY(WtPS16Ay@3mew;E5m)$d9C+n59lJduN87SG%!r2@GtJU$of!pU8 zK;~B#XXRf({n=>wu@8OU@CQ1%zg+RWsmU^Jc9e--vkfHopD7a?&f$T95DzCYol9Tg zSjMw&%dNli*-x5n8hK{lO!FBnKOE@Ja$NKW#yeZ${r}NU5vaC`(c4|U;GBPMEP$FEqcoAhen%K_jwDNR& zE43))eJFHRY&=AoqjWvSMr60QRZ^)4tI0`MS8Vd#(Ue%JSDH0BZvN(ufHb#8yebgl zjS7LWKxe3xd!`ru={BZXDTfx@Wz;tvuMwxjOg28QQ4oUc#9JGF8j19rU*B!pm0NYN6_ z2Gh>s7FRGSr0>b<#&Co`>Gm1!$k2UHF0BYQ_ZLib+GgMJ>}0v$E66~qzhN!^W>?cT zbjtAa=zQv2>vLOYzBFwk*;*cxr!(0Fy8mE!@K+H41GHD?v1{Bvz1TB$`|jH3%CDw5 z%i*4G^B|`5!%l`5x6gpX?xK(X>H>O~ylY!aBQ%E2=UiDP)o^So6o{~Jm5og_a7;$N zeYuv2;s4()4(w}J4{owWUDljRSbGYk@Qy%cGaY3#0UFVmW*lBdew?kH$8PhveJe#R zb+|goJZQl(_E_K~?daf(QT}kUrBu>;XdHBhbL7($|G0y~S+1iWYx^7h^tsUO1_uXs zj#uhA#_2hB2vS!qBp(v7VrmH5x?F8UG|Q^FupCWgICp&VZYEl>NSa~3FM!ya8rP>7 z=j=6H0b`w2DJqX1J!%~6s!pp6VVxpB*D0!|4xj$`G>!m~^!CS>g*R=I2Ea(yGbDF# zdtxw_F#rBR1;;>xK`v}Ae`lSE8QBdpSeBK?5&lY~?DP|dC-OEk908wDz>{fD1ivJ3uvN5p$`HX=I zZGb|z(8XV0wbi;kE-BiiTp)Gr)Q6f?!_vyBnIi{DNVs}A9*r%D_d=QmoTkQ2|M)e+7^^{dW z7gC0{LVie+KILjVk627a-5>V)xRfd3F-aK=ivlunsIR$51JMo!5DjdvS*PrK@&MU~ zqpW*JgC@tMQH4GI@bokg%yojN-c4cZK&H2!`LwqhrE>EFdGc{ep=Q|4T9o8mLPF}^ zE7{oMP>>!(>FJ$-P3cl+n0Ky%HYM7+kF4+Li6| zr!DU(7l;c930vw~d6la8n znub3(5C=ZibH(m{(}i}2%bNendPS*?78A)C`Et>#SAOc+M#(lcF`FnruwHo zE=G~~G>ya6DZYJbN$l>Onab^y=>8Cosh^0{&WHqTD`KWp4wSjKhHHt+VfhS|H66>2 zaC_?~2^@6McNsPW1geDIc?wN528{18+L4r@HSIPvig@{y=D$ASgkkiPQ6>rk*UB!9ULPG z5twf|dWhrh#Q;i!k;eC}*d$+eoiEdl*JMgBQ5TCi#U^5L9}(5Z%PSbjSQJE91Xw`p zynUdvdX!;_A}hq(UUj$!_Bqn4ZQH@}R1`@~^7!S4y?du=UOD|>mHtY7+Tp;?YNiD_ zZdTzXZ_I(suVtdi)Yifk4l_^PwwuXS+*VjIs874KNmxRnx?un+CW0h^bv>EZnWqE^gR) ze4vtz-MuO}Pd|Pos4{l_1vmUBGp%>3uprwNJHu_W-0Th3szyxK(NBryC9!(UY#7XwsPY zY5Ja*7Yk>>i%QC(RBUK$wgCWxa)ejM&t_Ynl+x3+bOV zym>Q+K9ve(XCbgMHq0$aEqd6wzgQal`3))seH zkv3nge`hCs$|U@$Tp80MlDe_F?i^Io6DPwKM_cr@Tc#8mvQ0mS0CV89TrWIR4xOCV+k91i zU2FbJ$H}O=P*+vWx`ynTqOPwE#&lsviJj42F)z{k^C_pF=;=0>4_x(t0pEfr4Fhnb zhVb|L^=qw1$6m6!e!j_2*<|yPY~aDRqYZdQ1$<>C$OT|mQAk~S9M`88rjF(2Mmc3* z+JaV1hv=F6Z>$cu`DjM4#N}8>r3%Xc1M7JQ=t(m^6PZLBG-m4f;73ALfR5U{X;ZWR z7!Tvs^)#|voXaDXax&!nMIKf0-xD^kuqu*>K-4jLc7A>;c#-WS!vdhvqh4XOrrc7J zZ6|@jqCBwdVp_Cli)|!0C?I9X#~WloE*67@>94XXiqg+=(c8*UY}DBR6l4E*^=>VG z8;zvLJ_;f@7&Vf820LT7^{o+O*9e{JewTEnVL#H`+xD-O^V~7fEPAbL7J_0pfIVkK z-@5`v9w!QJ2RlM$7%Mq=l@Zm)9^j%5sB1_kvzeb?sUi19De)fAp$^VG4B3+`+bC3Y z9*0>8<7Nf|%u1zzf7VWG5BDfZpSwKMlFiuU%zBFv1swB?HBEmv`)|ebtaetLzvKPa zDth{R4{tTNlH&QR)bKwIYNl;wR1vcZ?zrUUe=X95mb^87l{u@b*Ssdp_NO>;_QUr0 z>wk3>#>*-H2WoKY<#`RWSx*%956FXhRbTtp=a_xZe^{XZ>h+%D$XnKK&{xs@|C5m>u3gLeC04EE`^$&b*5QfA{xjTUTw*Ne^s zVTJ@WPP6+PT;f*FG+^>zc)pv|?`zV`i*HnCspwQYdxyqp|2mKtdqV3GPhpYIoa{R( z4OFS9h8t;WS+94oi7gKum|s3nw8&;)JX~=KNd}g;HV+IQK+@3xhK3@m{K7R^IXN}d z$XWT6^tR@Jqjv|KWN-Xja(Mk^>x#QRiT$r$6qTpcI0ZBcHocY)!2*JpkHsh=@A6l;>7J z+d=s5;j|yJV={-#*_e5*mwI&k_~DVnZoW4sqvnmqMBC@&c zcah$&k^mABK`vTEI0Eq6y4t4F7`&Z#D1n-xUMYTlX$j~cPJ;PljrCsVY(*(r3hBW> zfk2VJ+6_b0F2Ue)92&LGeS*S3at)y;C1aqu(Sn#oFN=5i=JV&><5Qa)FI^T>OYWTO z>Nk&~_anOvXHRvXHnWt*+;z)`6Nle`%!BM;J1%D_XSz=4B*BNsZO=q)=+=~%! z2@^5UQoIMuCIO?sy%43Jj57EvqP9Z8OE7jYQph^KoPdxC-oAA8_DIF8P(mc5wOt98 z4}5DoFn{(g4yg|NiLv3--aKx#Cnw}yzIf5nbkDp3sj8~W@Bce(P1IOIGqU>@C`C~G zDMN8XU@2%5?8?%tTa`fwaf5t8Zik|cchQcy@;SL19GvSN?~Vr9+H}p+HyNAMjqj-4 zH=M>p>7E-Be0WEHd2{`T)L#l}UsC3ToPwOs{M;+*8}kzo zbjZi_vwS0Ln-I33rOGg1VB5eYqy6+0vba}#)`SB+6EL4mXVqZ{D||SKE_D9<`6zPz z)MGV+L7kC~o$!oA5Q5@fBhn*1UHk^y4t0V7V)BA;$;BdpuTVb|m=dhR8S!BJ5Y8DVd zB&f4Zv$q3@oucuJw^`?2v#1_j!hZ9oNQp4!3nXiv4|gk zxOF#u>7nvhS=J>BtyXNe>_1p;{=(IfQs_!QF?s*us!>7yxMRTx)$Cb9S-`yTR(@y> zC5U?G-qW{Raw#(bC{xWChCC8 zKd?SPU26==*5v);#w}8=cugV-CWI|&;}Pf(q7X|=Q0lVNB)YTb5!itgj6bg5f0B%r zV2g24X;{I2=uRro@PCnXsY*UWcEF*(CHUgS??~_=C8M5Q{d^hAhz3lrfHC!ezLMLT zp|(LoziHfQ-hv+pEKRsrXmL#eA$R8P5E0SzlpKj9mCsF$z6kJ9}d83Gp>Oi*fL1Uaqtx6on+NfClex>-KqQ8O+8s}0%%X6_LA`d_ zYYxg@=xq;H0^xNDpsT&&P8r#%m>6U$r zbe(R8y9qwj+S*EHt!i9GPdh_f)m9vGB@>#{n}MZJ+zfnquLArqb?}4f0I)S#<&@Bp zdJDUBhTNtEStSPh)AsbEnF`4D_>4gSTDpAfl_R$}kurn9reHU#yRH80gTFfo{vWeiTX^E4hXLY!Sh z;?sQ2jP4sTcKkhS$=v1HbDKo790$J?Bc8+q`8*ut)O%ITwlfyIM39h#gu0zwGF-b# zMK@pF1+JxxQly#&R>4p9LcS9q45ES~F~Jogo7A@G7*znVMA=HR0@#)Z57Mn%bs&OJ zMJES~A#-iKezM59jjPTsW@0)!>3F!*Wi0b?REgna0g^W4kK*wvVR^4vTq6tYp@Cx_ zaiUe&IR!wRnmRc#DrlIu5<8}cVt_E`{UGu+PR6e2kSgbZO+tH<3X8U!pUd1xYPfk7zPXLYr1pH|sbpzx_) zdV1HcXRP|mL|Ax#myA^Mj8(KQ*ws<3tyX*bTFGstj>Ob;6;lOpt5DsmIJ29z{bOv$ zEFGMkZ?klGLPgs^5PF+u+z9$ei&LQyvwjF`B$h{(4KEY#c0)TJ4&`oSae{8GG%7X6Ky3t3&Wbn&-qBLABZ07X5fiJmkF3Pu) zWF54V;)zP-3cEw3a?s>)l;s3)08K|EpJI01_Z^j}5c`pM1)cm|Dc4MrkRf{pYSEC; zY_9@5q>663iIcMhj7|mQs?{o4-0ja6a+E=uYg4?BWs9ijVF9DUGJH=EftAi56&1Cb z|JX%rLEFTIJwW(SXNAe~W%S4XG>#(G1QPYtSRHnUmR|rQ$YF1MRVBR^j2V7tI6Wn{ zQ1ctA0MMLm|AP9a3)sAo1f)9bbQ$$rWE(1q+7`rob=2%OFPSxnw9w?;!{E`|&`EUE zX6ZwcMam?C2VPpj;_G<19TPO6fHde_Z%e!!g{1K`_smjd2&L4yL6YcEf&l|TQLD0$ zX{{piB!H3M=pj}f5M+fytEUD!O#_aIsy-b2nxpvHmP1Qfx9x?KRIX4E55|4z*4>Yd zGYB*ZLE*qV15YCDfS26t?dt;vC0q^Ahlq|l0<%r#{}|O!>VfzX$>HyVrX(y zb#!8ZzqAF|)+m*R%T?1jH*Ul-YLWL#EAFUDc>+4cxQi|k0OQYqD3s`Hy>H(1xpj-k zpd*1S8;#Wp1K_i$m?j4)pMQ%;&5trPWjOpv|De>o&mLRtubPceLrjh=MK()Nb3u zc*vo72AFq4&(HVz)hk8F|Ivz)XP-OG^&jExn;Owv7dWw${QS=$>X`}1f0$&9V~kUN zLo|TJ{5MoYR`fF&vpJi*n1N!>Omvyx*9&3YXS7P6zAkrkv zUGwoDrs1%Mw{m{QC=_PAKRrT4+8t_xx-uiRHT<4+M`C5*lc4zwjOTAue_(eqv0PO4 z;;o}K&!>r*Z1s3TOskX(c6`M2S7Qy^Pd_Plz6EV+if}^cPDoyhj1M!OlzRQzwce91 z3ddhwW9H)JtpIx7RMTuNHUJK(1$r_PLDj+zGE>VKqfowLgX}th{FEwntZpD@wLdbi z%RXmPlb*6oKp>-H=pf_5QdiyGRpC&yOn~tSRJT65KGp1=A|JmhP<*ENqN3dpn`-2V zFb0pm4##pEOkqisf5V@Ynf_VV@(<|oL-v_bI;P60&7M6G{0~^xySy=T$Y%aTh-M>~ zmY@!x0sh-`;tb&ZSD1Y^Y_{J!f7xHmZ3Yz-Z)^FgFPde7@A6(PgPx(o;?Ef`#*OlR zmg3Ah$2#skqe5WFJ1k`^hmICdz6xh%L4>lR?p`^xC5posC!Gakoq`DJD_B1pO5+AG z@pU^GxB7M1X0}H)dVlWD`G2r-yz51s#FxH*IXx9l89VUxgYJ}}`7`_T zEg_+u;_l?KES>?hQ?h1{0&_QrO_A1LmvrV*|FzZPf5DO&Q1yRVr}}=E+k;=g)y|gL z{q0LLTb#m~GWOevx?g5QZ~p_pk@+=s&Gd7BqnbI@xXt^Y7MI7+T{buQzlPi6+l{xC(yJBQ}U4$6r{P|7!2HSI@rK3|`ZK_72vuzWp) z(Mb%!{?EU}?dP?YGwY}6m#tgoHhXd0y*@WIcW#@WHvjs3vaEhyJw4|&7;MGYpKG)F zIk^^5J!vuDWC@0g;F~@9>PldSRiS1e%6d?`I9Ed#OpM4TshMeXeIC7ZO#mHK!oZN~ z8l`S37{WxtOnUB~c~#^?akKTAqVOr{;i}S^rFky4ORU4hc!rb99tSD?MOxB?wz^r)c6zF&?u%Zszo-1!+U1*NJrip~&p%R_1IH%Yxsx`GY+IED-Z2Jb!FuTXuVCR*{@z( zQA!=NQ_?dHcm5Agj66RzG=QOgXY0i-VzKiI)3A|xFn@SeS3<-=m#(xfNsO9mknRt7 zTA_>_XVy-)?-ws7vs+`j3nq3#%rP|oM>m@xvkQFRS$=YiMU8vu^5u~B}@9+G*N}PN!|AL{t2b>9jQhK5eOp)bO_J8yNn{ z_t0vyuQPD96UtmvQl8i~z{O1n<1>MVzPsSwng`9IS8n z-1_t|p@RmJrj990PXl*;0{H`7#4zM73^GDUZ@*RmK;S-U=@=;P90tlYBx>^W^HtE> zrYmn+_wb5s6O2mLLYC$)GBXX1$C9Zb8;{t4^{a z8jKPE&;$8=SqHqy$nXtz39TaWKKJPvR!Gj}s5;z=YbBlD85y9hdSxWIS6Z5T+qRPS z%1h&Czq|{^)aaAc1+}IVFX^j~a3B}YiAqRN?aG?WBqy(+|H6odT!eTgfI)&!ImQ6V z7?m(^50?*!E)J27!PpqlwnH6+!YD%2s_B3?6yZKtwOhAVl3E>@?1yywC!AX#uqP8A zZ}0EAWa2v3LvVx$=n%>LCwhl&yUC%}a}XL;`e^7yp3~m)DrRgsD3_U?&9uU zt>8Y7xJ@tv;EW^mtV!qRL6>mC08}TDAI;L_P<(6PeFvZwO0KmP3m_m5Tw>*_RpA5? z1cK60kWkV632ZA-}N%I@fSAIRQI`#gRU6R12dwWzO{KW|x4#KwgkL^7&A) zkobksoC91^5)YxP$SW+YzziQ@642z5mXmz|6O{yGT)cFt8UR!-81SrdQLgr+ECeaX-#379B1JiUYC<&8QurEXakpmhd2h>Im z%7_9qYe&Jde|B-jEAIC`41A4dPbMr|0kZPv-o|9`z3aTGuf}k)K{!OVd-w0Z3z)au z30Bwy5uX5pDs%KCWUvB2yak{TB6C(k7*rMlAQKKR=`=ulZf=$_piXbE)OW2;2Y`42 z4EG6qJ{$_xja#<77737tg8{7P_dbLHhBsrweQyx9-Y{$E9OcdESH|S9i7(ILW5DK( zF&cENGo_iGZevt%`zVlR(;B;mrB5(b)R()){B}#rNdfpBE=R@?y^c$cw5;!I@RYg> zNmLjHRm)2wmDbbwp&ZLu2U(~7qW@P}7-HgC@Q(oZ?s2-!nEGO_lO>n-X zD7}nSd$b7RE_y%y_+wL%>%@~`C?5*Y7%OPyfafwsNGw2vKbAQ$VtUid>*)Cl7v8|r zZ}8_H3X-fw@0m&s@b^Cjw=oQaItb4QELsplR1sLNzTNJQ@rXv-pm+m>!e^a$QBmWU4vlj2g~#fYZD~uA@UA z(%0j1sKL7`jIib%*oG&5I68pfWrkpW2MB>ok&LXY0DRFps}qRN)$7;$hPvvH3%;Py z?tzlA`(g?iEcr<8+Tn(4IrYEouuPQrka)8HCFKuY6vchFNdjcn+N zPwTYII-8=iQAnsloL*&xT?%yU6kV}mg~4D~ZI|T6O`ERh|1?=gW`FxUUB_~eA9BB2 zxbPm5WO+Jxo+facn8N(}?Ph4CwCNdogo-P@80A35R|~qCB&9 z!2ud%vKN#}>jzV6IRsgJQ~Ftv!vEXA_lKIl0N)LtK5-JMF8e4(i#Et$b;_{tf|wje z;7v~IX`lsJF19x;l$DVYZEO}(ss?6@TyI^uMFtAIbRcX562@mC?TM%|!o;drz3Vbs zg(7MdwjE~)yTnc-!WtO6cPOTn2=vzT>E#q+nQCKNZJEE7j3#oD;a>pn@!ic^v@b?} z={p5!DCWSGF}^=~8`*E{R^^3p49@ug7xdxQXv1kH6*!zAoL$19C5DspAWLc7cX8|F1ZhrNSn;~;`gzE z4oXqRa#DckusAe-`*TiI>lAtlz|B6?_Nbo7WLeaelI!ph|I-P zvnEpYARl$^eZ2`&yiX9lNd>JwwAzWDryBCAcCm=p7 z;#I44szw#hsL^}A`7|6|a0xeVdek*kNgDxJs*1w}2)#7vk33F^C#HNPJr%cOp7GzM}&tHi9OZ| zRDlol<`MD%+wFUg0|m{}d9KXL7%hcVau+=lgM0#+?1lQ65EmfySmLlits-!BP0oRFe&+=tEGb zgh7X8k+T9|bp)P9vHT1tTWEm6BEoBE3CPh5q(Z^{^L6=PEP!DNi_6J&N6**Chp4rU zYtrorX(_|e%8%?a&{eBXGAgIP7{la(|(OR{_SJK{IZ8f_t5!S zSy?}1xn`jtCNB&AP<{yuFAqI72Zv?I;D%&O+p!k58BZj!;rGmxPn|lI;@Igyl&>dI zQsFeoG65T}vT3&wxH+5p)>EAn1B0zQ0^oYx3>Kr6dvvxv%`%ReZgIvaSgLSggz z^*Iu!AD@3I+o83QvQr>m4D7^~3v(Sc%deaVdL#HEKA8L<=#h{)jUv_=8bPtL=6 z_wXn=2L;Dtp#BU2$KX)Kw{UcPxX88Q!ZJy_+{v`QKUen3(Gp1trMUpJ^@0|4J3DGJ zw84B#K-pY~$SR^wK&-lbpeww=ro`eL2}M$h0l|dX^11B#&Z6d%|!=;uglC7x1EaR0UC*KCLEl}*w~lN_!>NM@K{ z8_IER+b__V;NXNWK4(nJBI|u{r{xC-Jo&vMPV*#P6&W>Qe7${t#@ZVyb zPX;!2JI;2IQU3cmJvKqYc;G~Ei|B<2&>ZMIc-Zp{oOXL=B^**d~yU^Ev7|?`W;2?eP(X;DbbH$rA`RC5H)Xdip<~7 zzsVO2qhVZXA{;N;>Ltxyj6Q;N#-KuF#7eRcmf+5zIGt08wBejv5HQiJR9sxNf@Bwz zbP~O<)+h z8pcs-+<`bC$l?nsjTJxrbPVN%yk;}9s5|Eq)Qq0vIQ#`WT+s7Q*sMyVG}GA;O$fQn zRSyp#XlZP+CZU54=+>eUifkC?sGKRG_x1K3!XZYZ1BlW$IG>z)zm1*=@_PMir-|Wa z6uO8=$04Pbi0^~q;2s*1RDIcP<`~#6&0)hh!|uUNv%n z&FDA^hG;x@XC=3K>{|rmcyhi>`xg+8Xj#0;*;Z|+qsDo#KkhtqkAakZlZR7cXRpz2exG!U?mx%>|} zCkf~LZjeC>Mmpbii-Gb;{=?m6f`w8!-~!Tj`cX?Y=#r>XpU;p zs$QI|28EG<1~~CgjZCJJmKM$}kFJjhQsBB@_$7333g?3cpAO)94wz+t-pJFEcJcD% zK$`%HTlP+{9Xs71UeW;M!{szaq;NP$h)5ejM2gk(<4~@tR7Ta8qGuul1oYoU4Mfg$ zAj7dZZs3+<7HSS0@e@X%0&57WOi;@ZIhlf8HLRwMP}Jc0tCtQ&wTXCP2o5V}f|$Jkrk;V1hc3Mhvdh`^PG8>k_ssyGN#NdD)U@I86wj%%banM zd0fBqTH1Tt-|zE$o;UxO{}+AQvDSTG_jR4aaUADy?hbpK$-^8ic?2?8MdV6s-*H9B7ng#dpdd;{Mr>Z*Wuc{?5BRNrdf`cTpdFq5J~L3&l4GG+y!N|hq4P{g$S z(SCYf%Saycw%F4*LybqiM~!tC=2D!jP!Hv(T;hjA(W3}880~iKRqicuXA?B+F0e0{ zsXUVHN$}t{ZBAP8ez2DcPEaoW*-^feH6QF+lvS7cDNCt-jbp5BB4rZEk6w=b`t^o- z=+L+|2J`AG?c2B416eOzkRc&aR`uj_{{2oSihpR{*`H%%y=3?9-SRhXJXReMf}dCV z)4e6xw&QD`wUhk?E#X6D^!;V`w>=FET(qafVA!cBDU)uOKT^Io_414?>l>Sgd;F@4 zgjKIyd-#k&U^vI>^TXZMU%%!}*hUMxYb&o)di4t;>q)P^gvZgfxFSR{mRDBc^Ws)A=Xv=Z#my`d6p*~?SuFTtCAmQV%*}w!e}$V|XT}T2Cp}IXIzIbl zS?9v$_s-7F1C&Yv^Y%-U3is}P=**K9UcQ!`ocxO6%!Okp zJa`6z6=m3~be}diD{23F|5@pVb6!Dv3+jhzR`#z!7cb&Nz7bKu=c-395 z3$Kfq$>h~2!=U=I=Quo#;;_NqwutvhbenfPB>L~QL{ig5$WjWV37iREnRQzQ<%O%mmw`BWJg-ary(mB%mXPCUuhArA+Oh`Hz&g)_Rz6;;S zU4y?n^LqTn>qIxNQoMFSPlcp&^O(wyiaLGXx+)u1ubo#0y#H*besZnT%u!MH$~eQ= zt+zDL!IEBhOJ?r6dEch(Uq>rg_0FVvSp;rJL(AS<{?K z#G}I>+kVUa>(u71;!F32ZEyJVkHm9)Lv=?*OLl*mx-mnngs+cW1d-;}Eq)yu4yx}?19mKs)kPfXb zatiy%t1r*_y#Jp7B*xt4VSFp(u~Z-O@n)kWMmL;b^z`PP|LoM^pYskZ!s~O2^J6VH zZES2loV$7R)dhRkUfQ?*{`(-~Sk9f3h79R|l6l(WjutEN&Xr$-n*8dt`qw@UR0XD5 zbmq7$551~!CqMxx)^VE=N5xem*D`9XB{i|rvhddRK*n_cK);$YbYwq67=>Jt;73Cx zM*cti={UI@Ce-G~ak4>KdY?!uDl1KA`YTrEGd#7U-t?Dl#!5>!Y02|q*Ts~~Ou5pf z3U;m4t5>f!7rQ#9tA9*r#6GyW8JjlrH)U*>1Ml+*VgSd^-$NVrv7|Z$5JRZQ&5_ObvCZj z*1`PBmHS7@ea#5*Dg>rvonn`u?@FZOxD0%Uu9A|Sj`D#PUt-GH=8#R)F-wyBmRl4? zZohcq#1+`trs@zj?Nuo9@ye+x$+jckLl(kqOwglY{>MrOUFF6p34b|5!-UtoR@mXX z2sTbm#cVTNs~5>OH`;8^&597Y=XsMKb8q~!x|*7%I^Nz17omHDP|;(rJmB)&a0_4* z(l{d%DW{?Fn*5k>8nlElE6>%4lc!Fx3rINmZss{B#E=@9Te7~QqN0I+^0a%+hu{}4 z-uV0b*F4)D;{{)jd>q{D23^9x;kNs2f zA}b4hj(&eiGxwSK28LbC)HEgNjN3aBZNWqGsnFYg&>T~9`(&DkM zfyYeAb6H%Trtayhg<`#U3YEO_WC!g))2~((XA^Xi15fR|P=6{H+w?X!-LZ2K|MvFS z^4jrZ;tx}P&fO!AMHvzK3NzK2D+}$kBhTh7+|m6&V~EwapwoNy?D=g^o3#Cm=RUcn zaoJxqiwuo}*AI2|u<;#?)z&mKD|_sjY%+eB-{D=TPE>>F;T^m!H8qYaXYZ7`7Vgbx zwff+iuQU6VqKu$qLN+}&+SC$yHj3X~3R+OhAu&5UyZC5|lBT|q>n-r7#+|*ZuNmLd zF`2_Yx$J4GR!_~kV)T5BM^KyL1ZfDimM&JT%5;@~pVA2^9mQ&2`|8x1_mP~}%xPxJ zDC+Nc@!UFLPa{@aKs_`bdJ@iccDPP4RVAI0o<7C4Y7!nW)PUv8nd^|Ed-m^dIbu~L zKP7&?rm-vE)*h$rnCvjwVcJuaA9`MM*rhZrOaDM4NN+7EP~!OHY$iqNSIbUr3(6<<#pYkwvWF=@+EV1ZEbTog-9Bp3>46|!?iYk zj&-lO;c6}5T3rfTx&G0(O4zh`H&?+r;I3_?|T z(RNt+R*bNAQ^Kt#*k-%c$=p;&e9y{ogcVbiYmC3?6JxY8H!3A5`J*!6NJwaCLe()(EnUy`Y^Kp)Ki)$1d<8%j!JS*tg6gBA zqf~_CpHJ<^-o=X;RE`c8lCudmj*eS<)qF@lu5!3{CI1njR3La+#!>wGT2j6VzFL0u zU53~;xd76Y`SHZWXcwuB;)T~tqp!`dFPJL6d`W^bhIJT$#c;c?*r5^(*~0JGr4F^n zn&B`FjcT9IP721fReY%~oSPz)qi4rNrlf=)czbif-r4_ZxB}mxzib`5gM!gbhm;mD zcfRe&*vfc@>YY1xd^n^dcy7VE3-BeYDBf;G@wZqUybcv0$D%Xgn8(r;Uy5U`@ZVf_ zzU)#}2#bhFU6|}-J9#qhbA8iCBiZ=)_+<5uhElS!s*qt?12pF~n4msIMWwf_Ag#+>L!i z&zF(NH2Q2o!0jj%}tDV2%5{06XcRPNc+EG)@g&YmIx zZ}Rfgb^`X#aKXjjq_OBJQV$9a3rhl=o34>9b>+$x)6Sf9m&GaQVTO|YFEI}Ip7l79 zKm+v@)r{!z*@?FIVsJ}&NR{z0NbDK!5$I8kU!ELhciNY7ebmIHIwK+}^SD}ReY^NP zMb5q7cF!HCB-n(9A7_YNIeo9X22W~89y>`E9rZv3O2!_Fd;IllpKHE$9^TdI#_N|q@yUe1TFlM&IM8qCa)Zt zwlsClTm~aHQv(CSsyNM&BdI&~(;GvgLcr;T?3`~mib1_p>gG+`$xZ+VWD-iXeb#4z zSEZ_EsK6SvR&lT(6`z~8ZnZ@6*-{=ong(U*+lO=ZlO4(^U!NR4bKx?f{w3tC>5n*Z zRu&dSy_i_o+40``fE=`{;>IE`GsbRnB`n%rIJc{HD&sSyvvTsCv8dL;>xZ+<%)*$@ zcbzf{j~5d+qW*qeM>!!@FFN??Yoj&>LW5D~k<@9CgHNAbe&g#=a;5J?;v8=Nyc+|( zmnmhQ{kY1|(9q~~UpYPBy?0}+>8Y8S7tiaKXzf43qXb7D7Z->6FtEFCebxvq!QyO= zsD{7hHcRl?OM{B7)QuYr;~Aw`C@A?VXLVDIqMaoUGfOvQ<8)F72k+KJ@XAK;STx3o z`)O6ZOGq$Xn(o`PZ=VtltF65%5kMb*#4_&+x$nRSk$ONC2!shOwCU4x8v2*4FK9wd zzSX!KBB_)S6=7yJM_9)nyOLqR^_;1@mGGRARyir#Q-HJL#AHsW<$woa;X?MLTiOaK z8LMP>lKyMKpQp5ySKpBzqiD&o(&ruwbWENWc~L^XKjf=PkvYl7J#7o5g^qaayLU{g zew-IC%6&AfYkVj9lFMVw37t)Te!k1#i|a~-4i?4JpZC%WxnzAVFYm5YPIx2cYYHb< zu-M~jpdLC^O7MUhF$!I#C~X#YP8tv^J-2D_)2C0H3+&CHjY`8dI5ND1yn_OqWHV5S zy_?~>I0f8s7Eb=KZ}}Uzlx(2LMjk+fkl^5Vpbwapd68JolFF}lI0z?D?c`Bj+VJVw zW*Rp_-8(#fKyLpM^8u$jbh0mh$epG>ukp^8(d7p4OL;Z5u&Mz+KR+res`zq&i0Xsi z2pqR%8JdnQ+V2t#VG*!bI6@Fqfltn)q}rV@@>K20{(XYXC#Lkq?>kY#9#Z%oo(w5{ zAFCPdvX;AjpM6X_vXX(a#=;Yz)&(rPG-;3m<8|}OUfSsA7?qcwKVJ9P|=x@l>Y#= zB+Tc3euH?p9;ZZ)P_>WM<4loZ1Xlkr+p}x2~cKu)6?9?|} z{9m-1F7ceY+u>aoytcBt%spuLh&qA(xBe>)d6=zFpzr@G)k}THABwoo7Sp$TlRA;^ zl7%JxgMiciB8mI_M1Sty`V4%EBy)xbZ=Bxofb9_RyXCC^Ap+EHq5gD;b8oJX$Pg{1 zPn*Ar&B{`$7g~%wbm$NzHFZM5tq4=dk9+)4A+yeMqeunNx@ewIP`Z2Y7-7j50LNQ_sXVcu=68~Zi$NTz zuBjd8fUooT2q|8P?K*Eax8d4l2oHZ>g@jx;m4W>e)?tTtIVwZD}BI z&n|0S6}eQE^NibU$%w?sGG)2&r_20UJYd5l`L_}U8!O}4HUkpHOZ|Q>OMSk@yGWIv zAm-yV6#q)6G0$co7_eDf+)1QB;Yv5MD+7<=#~b8G{@kZ@@8wIE6gUlQ8-UGTSbd$O z!vx{l_Ja4kUK=BY_dmix_?RWh+u_Y)PI0EXXv#>uLe&a>xX!7KZj1IaffR$ye7%9` zBiRyOg&eI!p@*CJ)ygo=2;PC)R#{$uiwzTx#E(yVq2(9eCO=@E$;~UAfZzP<+Ix=wSr!Oc6kFw}eZAXBHxu^AFy`~N zKRJb#QC8mo;z^m|IcL6|nT;nug*@G!`6z#6L4cC>K>zqfFIJnDXwN025C*?)YH{RX z+_vpsSKgoM)ki{%98k#r^_wmCL@VBs<=t|yaN;QtQ+VtC^#N|#yc|-IHq|BAifH)r zcPT_gavR#--?gr>{3J$>>-ezGGwBr-A$@cSzNIVECdIw;ni z|5@%!kqTlC5wBw^ffIu7vs4 zYo~*l6neB{=ED<5MXh)wL8^A>l#-IFF7EkYP!k*!6z4jXe;r_lGDx(5#Qx`3yNg=!xOLIRqg(#z_#HDT!_xIRpPMC^aphRwsY?at#qOl<=U& zvyIHgHoo5lw{x2OE`V>2a_ku$zi9np^T12~YF4~0YqyRkIdAPDyh@PT#15gq?l@~G zI1xb1S`bnxwtkFLaL10#j>Ve=nXo061>&Ci?)_ha2D;MbwNbl7VfbIk9r5NbE&2$w zSg$QD)&ctXW@+Gr(m)J3m`EW(?4P=1cuxOrcujpjQ3~Ihc@U(3G7s{0Yhx^g`~69S zzjWrp|9Vzb6Mz4jdovT$=L`DdbjR+YJPZ)TBDSwwdw^)$Usl;+D&a2 zMtQf7hoboDVke!m=LreTI1xt}W^gGn!xQ{0+HMWH34-B>zDGt*Ja~?EyBT^;UQX_L zM!6`}QlDPfaA}9e&XT>an7TU#Gy`f@u9h>(wB))n2tOmA)`^g*n(tZT@5oQiF(sql zFGJ7?x0?F#wp%l4@Y;D@Utg)uCl5FZ_aPNo@WH`dHTwsWWI&3!+9{0MOo*5WH! zD~j$M_p#MTHR^RYZC|;#`?&e-iLwOCj6{)^8+^JJinBat=2~bD3P0T=YQNXG{X;yO z|KOfIe7K#MU3b+(6%-Y<@rWz{D^&pI@tq;ps#h3fnaIeah~9B=DFOME$fwCZcN6GV z3kXE<9oc5Yq|Px9A7B6Q;SwUtpaksMyI0YV`aBm%BDuEv7zNebR~M93R6?PL+jZOH zlxZI{jRNd=*$nE6&%=jj`S{dpUa>nyjZYQgTVKiwkGcqf5CFFZNm()oh#eJ>P%1W+ z8~jbAjDQ8km!LeI1u2w5WGxd|cuSJ}sk(5^s`EYEX07OIZ{EB?Y6?gzzz$$+WcNno z*pi&6mwc|~Msh>Lr6H@r4qP8b`DB+ovn2n@u@ujodka?@Km*A3f*KHTgjWWD)N>|x z(6fWy0sX(x>q#gMJ*R$Bvike?*0%Th+yG~WMn=ZFY>eU)6V2K(Z&%mX{sroW3|$eS`DR6z$!r{xBu>jVfQf~fSptM^+iZa|ve9X<{#4yk50n}C1K$yf z8xPCN%LB#DX<83~LDSZ>@JpPW_G?Qvs=w(dDc=DTPl3Hc-++?J?KJ&!_E6dMv~^vS zfGSScv-r^A!)*SyVNXB{!nrSYCj#*@9&1jv^t%l4n+-i;eY%{2-)$)qDN6@WN#q56 z?&{LYw(8Y6c#tahy34{ua#j`>go!lhQ7MXv&&<|<7(@7f`1r8}sN(#uA7b@_v$bRd zJ?L~wT3Qo1Z(Q6KEgnX@omD>N*{yu++^vSM?~hRSK8z8W7e$mOs}EX6>-}vzzo+)tk2Z<}1P^68&CJXS zdkw8l0jdm)Wl~}CY6ikf(03-U?n1}XU-kOxp@7s!Rs;ncCgk9jl=Lg5$_~6eP6K51 zuR!F5z1EqgRSIZq#JCf>!|!_Ho~7Drrm5;BlZnIClcGzw8&~bh~ zK0cSRQtJR!c-D#yB+G(cmZx&;q4%$ZqsH9Y&&Va%V z&zAx^wPvnm3rHPZ!)w}OBg>=N9xm&9ofq1TxM9G78wahgqN+;QdS8l++yROTZ*5v3 zjv)d2jiG}=vz~Qx8QuqUcRpk-1KM?Hi-=@^b%*JXX+!LNgiBywRh;Ew+!w<69jDSD zHgF}deY&mr04tzgWx33o0>Y`w_5|hAQaKNn29@SIi2Sd)OoBiI0~v+eqJt~yvQ5AD zEJ4r&N-Girf`ShDJd9kf;n|`gtq3l)Ii%|zNqr!Gdrzu%%2e)#qU5AU!;*Xys6lcp z9xs=pEK9~SFEL6rJkcj9Sb5zP^lsp~*=Vz5$^|}P@YmN=xAw^VBsdfc#-yA;4qm2 zsVwyS>!}p&!Wg(&X9AIr~cq5h#>+W{N7sKoll~7do0PgCvEI5JSp#MfJ-GJA^zL9 zZ%_&vmu3dI^~x~0&iAK_!%NLZ#t(S0+Pi9L>iT+_iUPJ$t8BWxUXgxf)zPcpH?Y5&^@B(s zTqrG*b6I(}G1Iri8bDQ2;YgzT5|q9alcod|vpiNkX>)USFs~rQ1&LrV7j_eAksdcp zXq#b;%4%v!AoGt$yH5QGW>IuwpvIIvB5FNlrk7mijA73@aA1#GyWd1~6=>?$!Bzf@ z?f>C|oS{XL+tf^6{FD;kVq368l9woP{?E5cOKX)=1N(Kl=0nP0#Ai8YgmgvY)gZEl zYs23{+g;+P++-}>VNz`ue!SPO;)23-Q6}-3C-Q&Jj(;JMP-yOGe)Ajf{;>DV>mOnfaXz%_s1G^nbeA`GdQ zdKAO8n@ikXaU}p`+*d{u(J)&XCJGwarrHkYlIYPQ+HP@sP<5Tp?TSm+%q^I7{q@GT z`GdhtfB-MowBMi&C^PW$_gA`eC$6&u`W8%AB6E+ak`n>zBP-JTn~>N)w|5vOe3I35 zb@Nl(lkNes|8LG|UU@H?==<1emmoraA_-OupzxNcySC+Y3|Yquy>9Cg*SQ}Qt4(&R z&*VINmgcuer#|`dzYn?&G2KnlF9Al5w5%J}K5<(t61*U5Z7wxHF=%MWsf|bk|MGs^ z25h~lUI0J&7Zcx4^@mD#gCw}goFBo^c-y~Z!@&E093R9*Zs9S7HuT?q$2}c+M{4Z2 z`4ouqZh1n7qBP9YJ+a-yu=!6G1mAXUsWhOR24Y%~*Go)Y@Vxs)9U1*y9Nfy z0LGp|JcHG(CD%%KvhDrbr@}{Bw{5c3$jb3ag)~5)vVt=Y5q}P0Q%wQM5?M3s)|O^i zR~}ANBQ?uQHI!Xwb7u%Yln*q&h`7Eo}uHAb3Z5*yzCeH>3o+3$+N#>hG zg;g4eP6ZN}9^R7Q1ezC4XiQq9C(Q6DWK%>|t8^;kl_8c5>Bw+SiV3*Je zEARVB!({HaTId2zNqL$3s+brRJ-x;dj-?(bP%ya<~p993m^o6CCp#$tN-$)K4!ZrA@K+XB-$Bh z9$ezSx^j+Ds|YYr04>L7+-?vOLuG+a{M+zFcPr?Y^rug6XrzcOIATNW*+RXLy zIz?(h!7(uzu*321-u(hk!z%zL(L%0Fl3*QG0Y?u^x$NZM6Q&$X70u1lU>)3dza9V{ z*f_av+o=z%8h4Ag`&}xwK#GHdqhR*CK({cyomE0c<{83MFl$7^djZEO7?X`7MGq$6 z>%U)>Hh+4svm1+~z--eNDF|-Uza#@!qZq^9zlqi2pPv9`CkF#EjV$9g;haXHtFtf~P|(tf#1>8!?9sR8 zk3z5-vE=8^51c-8#%%fb5Z1OEn4Zh;Z)d>2=}&v2=7Uzqhpk={t3dFmTni5mN1{EF z3Lv0NzDM#|&S2F)N&tKVON_FV)YH%l+9@zPMs^3-wr1xiofZ9zBaEd%cpKLAyg1tC z%isXvcq?@)^!5-B7KLcE)yQhE@K#3 z7=R%}T3tPyqcRL8-t>|QP%aE%uMEMcGHfKW8lDe09pQI%C_U|&w;z}Q)28FMOByc% z{|yId#Ju>T*=Hci20D*KIZ8tehl_ZYz~$IW*BWnJI_5t2Vj04%t`sJ|e)N!4pt$5c zTLyuqdfoZPC77{tflA7Qhp{4s>GKMXD$s4o*7pcg$#2CVK3#ih#w z82G_q)zX!aWk7$m;M`#I?*ksl1s=H~(58n$px}Y1<^e~9A;`3_i-vWt4S?}$kI2Z# z@Bn?}@LU@>7Qj&nXHvO+$Bx(VX?lJC(VpT$I$^iG@g;Xmzj;N zX8ZQ-VQXt{`u-dM#L=M&f?RG0ex>0D6v7w58x{59Zh}md=~UhT`C(dGW016rKp4CY zXz;>V35t)5-HYhT>|>0iDfG~;W?;-52EqFpOjY6FeE?DJ7$g=x49>)lp73esv9R1; zk52RU4;5)z`Hgn?p6)M|m9N3(@`+Zzb|l8rk|}DDW(gz#Q;!)x-8>zbntjp&{>99} z@#CEOhc6%!gn_n<;zq}1^t3HVX5lb=i^wQhN%^b>^XtKdz16h({0uQ+O^tFu`G?cJJAP za)ARxRSr~pr;R=fdF)tps>`b)(S1v%B~~=oc#|Gt02+Lj8ScV)?EuK=- z{ExT3QzfgGFwGo=;bMy}VMSH4(VJ{<*Rzl3Y9_NeDlK%Ot-)!=1E?Q^N~8b|C(Gh_ z6_`hiE|0|EpeN0LJr(#1jyCOLC`1#);x~)l{EYf+r~&(FFN%UqBBZ>}Iy)VCCUOTr zpc+`ggV9tHDQ%r4Ff){FgpvvXBKCyXqq8SZe$Eymtj*GxC+b!sQE0CR_IE!y1%>L} zyYJX!BwglPRMGIm44W?jSp%A*F#hA2)2BmRMb@|;0heXCY%K~(pN&8QOm;wde6>Xo zYJ?(_0Pxrkgth5=YD9gQt+k zY<-B`^9S@i3SVQlaRcMuJZNuWn*EHMD>9wU*#q>HFb)|`U-Xc(n_oJ?)P~pcV=L>2eq~g_if_`OCVNK(%IpX%a-mQ$N3#O{2iA`kfDd0`Hj?!F}P? zO8zS7s!aJCyaEE63<3^z0!YAS^&e8GBq~uOt0w*0m_VL{VUK#S6XcF0K zCcE+#*;LZxz*>aDk=wFMO}`SLqC9mpL;#o*d*}VO8ilK1ASZmz?@3}I~qtpXJ&^kxo?_DpDA)#<63m;!|)9V zk{nc8Q<&c&Oa%Ui1kmOSvb{aVMiXOH;H4jsq)vf^iqcdSKsvN{rqS9`9l!~1K*$FG zqXh^=74jLncREN`k&Y$MZClbcRiST&+9ebRfx8ME)nic9mBw4s+1$QVfMJ3giXB2+ z2@#gaIE99fpz>vP4L}Vx1yXMe@B-mxlj9KRiD0(RCplun{Sd< zulr&YA4sb{_+C)I5+Gxl&z}AIrJ^Dn{xck=G5HJwcKme@cORApST7BcJPN9<8R?2F z6*cv1Xp%9!;U4{8o}fMpG0+H}K^hu=$Le4fXtDgvQ17I-6?SXOwgTG7%*tAQJ`}{YaImx;K6=y~ z3kT7ZuF3lmOuo2Ps1D4+!ab?SAY0Yf$~f=59xa*SYG<8vmqtECY4 zKu@r=P;Eqdjoqay|FRuZl5PCsBr@vo-y3`kZfrLOa=FpGDw}wik;ZnM*UFQF&Y}!Z zFw1$?5LBjAPr}C9orf0Ifdf+TT1{*R?7JyIE-Y34VwY`Tf^>NQc&3+BxzIDVKkw0$ z>mx$jQ!4Fp$ z%jvXK1Z|>o6?kVfFo6sZCDEqA)JMt0Wb|~^HcSZ!lx>J4!3Isb6a$=r5#cYe6WCk&gj(Z2*DLGUSGWJ4M7kG_OF%*#jffjuQ7m9oI>2VEQpuP8hjaS`2pwytM+;OLwh| z(xv{rhYugtUs=Rk`E#HoL&b;^=4H>8VW1gM-ggmF+D-rmMprX*8OU+a@-Km8W$#)F za1-U`kWL}I0`&0V!?1~oiF*TGpwYaz3&-^XBTB%*D!UK-TSk4@$1X_FHn0mWB9lhkQnu z5A1*{Foy&!?7QZm4bLaOno&Ch_(0$m!fU-+JsX^vnR$~Dn#buVlWmT~Q6bcR$sp;| zZraN*EC)lO?0yD*C3t~V1;{A0_H+QsdD+$RoPjocxOR6)Rg@#89_!x)n7O!`$1jt_ z7J!1ya{%V3Koqs-W_Y`-AAr6@1#=@PTfwf<0G_fOCN&Vkz`6rONuQ2HXaG`+2s~ht zG*W!*=+Sed(iIbFfYzbwivn-`0i)*{AuB)w^B^USgVP?%G<(%1_zd)O81B9nb}t|$ z{VwhP{o6M_d>$wf$iZEC#44Bx^ieS=I-Y1IAZg@b36s~ncQM=;ttT)V5U~Rq3?pZm zvCiBKl#wte`~|mK`T2mN8N^k<8)#I4-cE&nV+XcN6NHd+EFu6}X-x5niHU`PtrD;& z+vUq@fc}3#~NR|ua61zu=*@Fif!Q0S3!5xr{?BCGB7TD$vT z@PrBkD*$!Whe%0DvkYpeExHSo>qQ7_@q{ZFuRt)|PK&_{)KI(Rz?DA-gZlA;acmPB z zjfeSuKX&vlDQRhVLB$Usu|1SqGaPz}e8)c8SU@l64M@+8*%)nnFDNoDg!M)A@(+^F z&>qae1yG57MM;5KdTqd}@4X+|uIWBjFZk>KyVv|@3ELiB?IgEZ;zs{(0gR-$%r)#) HJ@5Yqv>XoP diff --git a/scripts/5_evaluate.py b/scripts/5_evaluate.py index 7653ade..6648ade 100644 --- a/scripts/5_evaluate.py +++ b/scripts/5_evaluate.py @@ -73,7 +73,13 @@ def main(train, test, write_to): # Save confusion matrix confmat = ConfusionMatrixDisplay.from_estimator(best_model, X_test, y_test, values_format="d") - confmat.figure_.savefig(os.path.join(write_to, "figures", "confusion_matrix.png")) + confmat.figure_.set_size_inches(10, 7) # Set custom figure size + confmat.figure_.tight_layout() + confmat.figure_.savefig( + os.path.join(write_to, "figures", "confusion_matrix.png"), + bbox_inches='tight' + ) + if __name__ == '__main__': main()