From 1977e62fe89f38977d2676606fb0324901b268a5 Mon Sep 17 00:00:00 2001 From: Joaquin Torres Bravo Date: Wed, 22 May 2024 12:16:08 +0200 Subject: [PATCH] Deleted column in results df --- model_selection/hyperparam_tuning.py | 2 +- .../output_hyperparam/hyperparamers.xlsx | Bin 8924 -> 8761 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/model_selection/hyperparam_tuning.py b/model_selection/hyperparam_tuning.py index 4f7734d..907d6f7 100644 --- a/model_selection/hyperparam_tuning.py +++ b/model_selection/hyperparam_tuning.py @@ -143,7 +143,7 @@ if __name__ == "__main__": # Use group of models with class weight if needed models = models_CS if j == 1 else models_simple # Save optimal hyperparameters for each of the models -> metrics will be computed in a different file - hyperparam_df = pd.DataFrame(index=list(models.keys()), columns=['Model Name', 'Best Parameters']) + hyperparam_df = pd.DataFrame(index=list(models.keys()), columns=['Best Parameters']) for model_name, model in models.items(): print(f"{group}-{method_names[j]}-{model_name}") # Find optimal hyperparams for curr model diff --git a/model_selection/output_hyperparam/hyperparamers.xlsx b/model_selection/output_hyperparam/hyperparamers.xlsx index 96eff997c434ccdd40d61a42fe25cf01d2f6fdd3..f46a8445336cd27f6baef59e7c86c2d2692fb559 100644 GIT binary patch delta 4302 zcmeH~XH-+!7RN)8qO?GyB>|+D3~i)o5J3SkA`n^tl_nh|5R{_KWhe>(K?qU|qBzov zFm$C$KyWAnLo*6WFVaDjA}@jQDZI6uPjC4?y!+wqb-F@b39Vp$59Xzj`{&5k}9-C4RDE z42Cv;+}<28d(7P61Abt~BOmv?g!e|bxNSp*D)<1+oj;hX&zp+Bf(bmGR2p+aYITlZ z6a>3A^}dZQ>3M7mNw8Js=1Es7R=m;Z$cdrrf7qPBxqyFuTP*6t)_}a&&uXG7#z5eZ z`Ih(ak`C;WFL}b{Q&(w(k6WQ(7r(8r>+~ajxq}mFu?zWca=oq7C&AL8otz4R|7 ztg&x2YxU$^y8FH$Z${lI_{jmQ>e~f^TPkVudB-aN-Y2wT@A_)94Zi*JGEDM?6cG*v z5GX|g1mdFP!_Qr=c$!9jvx6)ho+l@Cym_49BKMC-e~mgm@#(c-Z_ zTcWTMLQ=lWb@sX>LXQj!=@lRg$2G&-dZp60t3^Dn6^E5ErhU4xJb0!jc!gINWM)ur zP}D23T%{~tCPELD!`{?WR7V#gWLd@A>C0Z~*Au-<1MGvZ60YRH$Y|qtsntXql=R%G z!WDZu0U*)RdfNVNFRREzkW0=08uPNJs1EJKsI4E*P(8>GQ!IE0|e_8eCsK>(`G!L4mcmoaJ_9xaTZ(= zVgF)W5@44+e5OWslt2(zT)9si+N*qauHT)-Ekvn`fQTSrs&(~`33Wo&9EM_pQAHua<)qCt3mme2}FQH_b z7ASY34%~^hdqRBPr_{3g&%u7flB>}k+4)`_?F{{K`0Mkm>K=9PfG$WPNdfED9DzGo zzUr=1LHAh^6;iPt+HJ*t#F7PX`k}#*`nMzERNYZAD&D;jr*v-XBE?Qt!vQfDltP0@>LSyQX|+rbd`uq>F>jk(7MoN<4-f5C94DI zuHOK~qpvvbhG-_`$qu$oPZp9wo~t^U9+$nW^Po-dgrK4Hoz0*Z5)#$JQyS&9G!6dU z?a~&XNi9p;{fQ6Y&s&eICuiM*-B#8LMv8jpOQs)|U+*Ya1%jOPpIA!{V#@TjRb^W3 zh&gRd;s(}@D4;UZ-_-Y9+*QRGBCDvG6-pUIm)=@v*eccC3NGZb^FLiBy&dVd{K?=B zUF4Erk4EHC|7OK!m|Qyvcf5HH(}zVXYB7{*R%dgFE+2i2=1vLWNX7<8|FU(vM9oU? zmnDM)1|Gsv=b@M$l9dGve$5Zdo2lK+maKpnm$YUVm*m+khC>T0#P1hFKxq$M|3AI{ z_fD@pZ1Dlg|0LLdmoQ)#u^&blu#4CaBMh;N*!KwAg1QMsekq20fXc35Y%X-Cyvtqaa=* zDNTI``sIP1rE_z%<&NrxY*`untNe38bGlb-%xArhjnwIKRh^u4^Y>D=j;|CkNAe~O z$Nm(TWXfdFQaR+(UxhZFOC35nX6rnSEc0C$D*h#-ybCNF5_lBO zTDmE&%~(B%dCJP zS4MhX8SQgY=_W64)qe;dV_ST*30a(;*cP(l9%JkQ@T!)lkk67L?MUu;E+f^grCdgR zXlT-KRSnGZPpp`n>VbN$n~S9%Hw0X+mc*@$Y8)-N9n+xIfppBY_V=oI^R72d-cdjI zB;fP-(RR0DnlKgi+-zx1kSw>GT z)RUY|<52cktC0Ml${mZCcSdK%e_o4@?+AON&eS$RT+@-(i6M8=-043~zJItibcAW6c=@>UOHhknkv~X7IzKAeOq0+U*?=C5;F@Mid9la7=_-)@o)c8w+)(lNphe%1s*)8Q` zL-)|PtYEqSRQighQ#d>!a}LDIxHCpV6cb9u6|A3~~*-V$}5ji^F7Hp92swO&3hf=~Kp zNU=dQ)0Dhgdpo$}z0x;|UP~BTVJL)0WlzM|vL^c$A{9fZ zY-1TAl~OS!vWM(_Gvlj1&Uw#wdQazc-gDmj`QtkG^IZ4!-1q%^e!u&=p8Gm4b=gb} z=oz>H0AL1+ZDQGOF&EoZWBz3zFcsS*1;#y~MIckKXx zGzkFML)i}>SGme@I;kBT)D1b&Vl?t+ zr`bwCgn=*We8U|J?|8r*dihi%JLy#eeOl3PCU%1JjZ3GHRk>)5jIK|LvFcOoQE!p3 zo{lH0`N@{bxoJ8^)>(P_S<9awxN_zF6>+07g=?yc#zM^+E3ex$i6_Sa+*yR-A*+2R zx!4>1E(QaEgrL&=OvLVPrLiI{P1Y!f;+xT6BPt`K16MmXV*YBEXa9`vF{|YrB}>_G z?nsQ0j(J^rI;g2}S<5ynHjG7n&Ey8A^^{S)87>hd`UI|qL|SYVYN!u=ShajUyGCrX zX0Ir6mAWnVu_G|NV{D)WrdZ0Q{m6G8OIeS*M48Mb>E6_dNol$9H;E(CHBVYQ4`Q$f zEFO_R@JvHgT%L=P!%lmTMGy>ZTFUt3mEG$WG8PZ}!&VVFeoR~O-3lRI3&9BfIs|C| zg1-(y8i3%hLy!ib+7BY=WvYhBqL5IYMne39ojX7?;+dE7Y-`X)ozt%r>~j^WG+?LO-ZjL_m?i}PNDfzJd_@-jZG%>rh= z{QJ9;J=Y%`y{{7U8O}Sz6&$WHaV1>kbgtR0Nnl8WP58@d93tS{lUcD>yyKI+@t2K* zQ5v#C!~oKU^CHVg{KT19z5rGx-yW@sgX3_K%(x{*W6i_soLgBa%B@#S#ZYcjNEJ7Q zbnwieJli_-pj;qdQC~xia5=l;zR-oNL!_xWjHEJrXaD2u!6OIlyV zRvmp^;5K{{a=ksK#O~j{NFPgc2jv4o>hfc{cb6%S8tRoG#}Kn$#R5OR+!B?VXB#8%6Ksk|k_V{L@0L4{NO zaQv~-w3Y?->NkBnBUybYXOW`RhZ8Fc&!G&*1rF`+(0U6(WVDT)BePSAhs~QmmdO=h zpxrguBX#wo346OU(S}{O3)+*UUPpGVU2U)PB}_NWL?d-96XRw=OT5}&h~ZAW-PWiBA(si*8_$pn9I+;c{rU4V zb2heRHQV%55cG9vy`R`XM6__MQ`AEn_Y3&CGT!%Y^-|0oSBMPVceq}T?( z$U90gm9P0q>8LhZfRko31+i3%XAwewE3ffJLMqgIp+cJ5E6iRYRpi#9699NA73tR& zba99U?}30)Y8WmA)$w~`yxs9O-W?%93-(IKoYHBqO;_Qdj?ZF@_}{0swA1 z0f7DM9#L!%T`i1O#^bzvUF~sHW!ygNyLulZ8z`