From 0bc24b096fafe0d41b7b63a7801e804b50edf524 Mon Sep 17 00:00:00 2001 From: joaquintb Date: Wed, 5 Jun 2024 12:24:04 +0200 Subject: [PATCH] Fixed cv metrics --- .../fixing_fp_fn/fixing_metrics.py | 40 ++++++++++++++++++ .../output_cv_metrics/metrics_fixed.xlsx | Bin 0 -> 45029 bytes 2 files changed, 40 insertions(+) create mode 100644 model_selection/output_cv_metrics/metrics_fixed.xlsx diff --git a/model_selection/fixing_fp_fn/fixing_metrics.py b/model_selection/fixing_fp_fn/fixing_metrics.py index e69de29..604c964 100644 --- a/model_selection/fixing_fp_fn/fixing_metrics.py +++ b/model_selection/fixing_fp_fn/fixing_metrics.py @@ -0,0 +1,40 @@ +import pandas as pd + +def swap_fp_fn_rows(excel_path, output_path): + # Load the Excel file + excel_data = pd.ExcelFile(excel_path) + + # Create a Pandas ExcelWriter using the xlsxwriter engine + with pd.ExcelWriter(output_path, engine='xlsxwriter') as writer: + # Iterate through each sheet in the Excel file + for sheet_name in excel_data.sheet_names: + # Read the current sheet into a DataFrame, setting the first column as the index + df = excel_data.parse(sheet_name, index_col=0) + + # Convert index to string if it's not already to handle string operations + df.index = df.index.map(str) + + # Identify all rows containing 'FP' and 'FN' for swapping + fp_rows = df.filter(like='_FP', axis=0) + fn_rows = df.filter(like='_FN', axis=0) + + # Swap values between FP and FN rows for each corresponding pair + for fp_index, fn_index in zip(fp_rows.index, fn_rows.index): + # Temporary store FN row + temp = df.loc[fn_index].copy() + # Swap rows + df.loc[fn_index] = df.loc[fp_index] + df.loc[fp_index] = temp + + # Write the modified DataFrame back to the Excel file without adding an index column + df.to_excel(writer, sheet_name=sheet_name, index=True, index_label=None) + + print(f"Swapped FP and FN rows in '{excel_path}' and saved to '{output_path}'.") + +# Path to your existing Excel file +input_excel_path = '../output_cv_metrics/metrics.xlsx' +# Path where the modified Excel file will be saved +output_excel_path = '../output_cv_metrics/metrics_fixed.xlsx' + +# Call the function +swap_fp_fn_rows(input_excel_path, output_excel_path) diff --git a/model_selection/output_cv_metrics/metrics_fixed.xlsx b/model_selection/output_cv_metrics/metrics_fixed.xlsx new file mode 100644 index 0000000000000000000000000000000000000000..147982c7ade7f78d210ec80d1cdd8010c7b0c1b1 GIT binary patch literal 45029 zcmZ^KWl$VJw>CjSaCZ;x?iM__FAhN#m&GMWaDoO8?kuvnJM0Ds9^5Us2Y2{*@BQ_D zRkx~VdS+@)bPeBri9v7AKYM9{w*b%;Q+TN2{a4Gbrj#K=1 z{_6*lEM_WkcIZ~-uV86h@fj!&EB&Y;z3^p$+MeN)(sw-+#eE3hPvsarsZaZJVf7c@ zy%lHtj&aHGg*fgn;RI50;hVHJY*YE_ULB5odZgHLsMBd@jmtDY$}#zj5klWt}SCYzBlpEJ+CW)Gy-Q*{xi`ejc<% zvdx?&{IapnH1`}j2-VRBXmj%oqS}(9L+#D-!-`l z%6pD^Ui~^IRq5Wlfu`|a-J{{J)_3^UEh_MEaA!;Hh%@9lQY3e+qw-UC&RR&-6VfOQ0c7@x;}T#i!A4g?MBmv zUrf7QFzsZBP)x=zB%01%SE)&o{2}L_9VhuL+Je|5Dcc@4<|L}WR3C7SzbzYMMiL%d zPRq@u{*W_$2NeS#p*}Q@9J;0V?9JpNQlQ$8d?(~iJ*1OaJZg!zeAI{D^KNDT84Kcw zv@Y2AoudaO?uosc#Nea)Z%7JE{1b@YJU0D3931HzBtDLu|BH&Zi<^Umi;Kg5eD;43 z>Y7!yhjC%Q-v}u1#%`zqihkcp`@NVV-R$HCXP!XyD=k(&;O>S1MHTNuAzD%DPn^pm zqd0-(vjUqu+p=k;Pq_WP8maAvIi0@wFTX%#EzoR-d6|CmcH-7I3ms+YR@@-oG1UJ z-dufD{maHA5WVa;j`1#C0NEa=3N5u%igjbn z|AS~;j)4n#TT=Ks^3PZ5{Q$_Yc%}Jcp}QGZ@0VupCKFST)6fr(4x5+f6dgL+3vzk2 z`=RIrbROCaI;^2lzt@)6`}?ikiRtOf+rdbzmZ1*V$=Jc>^w!=PmYL+r%X|>#tJeCO zSkH>2fA{P89q0k{*aO~M?g@C>3-WuN-}>&a2$6tuy@nxJy->FRuXI5|DNpKh6+ zc--?&=uyM6x!5^B*n1wip8(f*PxR!f-R7njTufSrcH+ z+t<7Ei?f6vRq&ZvPgiyhenI2u%g)QzBY3dKId?5v^0hq(18`xKlcKe${a9bDDc0#OYY}~T) zuQ5X6MfF5k_OLB!gvHn!^6@FtSwB}x1`433iEGJR+d<++PkI@>R<5x3?Gf1 zM@>c3tmtp3mJr?oJ5B}PavNc}6OwlTMw!yEk8zBTFKsf2KFQPbxmg2D}w~=~huy&$_>Vc1AT4 zPAxdh#f~|5$*Vm;*2nBQF19Agyj!&7HAA>Hw}+z!VoIK3O8jytN)Ct0jNgltj!r=A zISpH|S+nDr`1dx0jLv*h>JsAd%kmHX^T>xiB44c=D=fuK6{3k|I)vN(HsDT9?lk;F z1t3M0f)a^q@eLGb$dTqQgEo_86BaW;*EcMbHQU%&3t0hV+^vPX+1q2Du3?Og1R;0| zGz;Tm%y|9`2#PdwMcct{3_}Pf_5zn|!5bQN5r%r8T#@3Mwg?eJBO;SwiD;-ph~q7zH$x@t(#(6qH#^-Y^*%`fJcnxb#n7LV zYvG_Q0^jEm25E0xsw@`9MaDD`nIoJ6H6Q~S`T zr9%?Wic@rbJ}%>3G{qK1pPcd3=HJQM^I#m#l5?#flM4ALoR-DHqmXxc>3*sm0#-Uu z5!89S%wjh=idr)}q)pjoys*p~B3bcB{O}N+du8sql41l3?!%MWhzCUksE%{mdf`k*XM~OxX8hf(Gs|WtHLbqu`FmPhN-=X61E7Xz z{np9kmU`17yyBaK3$s__D!eO}Y%7*4V#2(h>6+`xogtOHSur;e14;&#n|~IIi4GEX zTW<*AB=X+<8SX@0Xol}q;Dw7dgd-Nj0`>dVRa;{8`cP}j7?!YAflil;oq5AWHUJ+a z(xjOJgUPwR1#eib(ds+bNO1QVJY-%qV|=b@k}Z772to+B22&)qf3BV!8JF z3+Z%yU_RFGXY4x#d=@d}&_HM03$?}%><6iOMvjR(E|!l})XXjvDr2yx)~7)`7K+W6 zcRtf*CNUA~O9@Gy5mbVfGL}#sRh)DMPwuj{jezW;_j7y|z0JY=Gup$4DBc#CGe;4Y z8B^6S;hOI3J4$6i9Ai;fuHIW}Y0SC6wer6DEoXY~WiHZ8CZKBA zrLD=rF}bfsf6M35)%Trbfcqt}*IE&N%*r{$Fvgne;!<6HnuQjWf+ABw5>=Pv3>!je zn+`S?htXw$*tra0LIoeb>Y=Bw9u`+%Ek-PoJeZ`KL|9(ken#vxh3BN!HI;*Ade6Xw%oR zSWc)gqz*N1%gc#=jeCW~LSko)_~?R_JdedzxIz*ps)yy<&L#d_#;6q|@pdlcn#%R${^R3z};$hjIIBkmNNy&86#~)4^OUx_C*#A#g7L- z@q)i;ta*jlDiM6(C_;ZnvA+$W7K`IYsSwPO@Osy9A(aCv!!OkR)AzG_H{$)U0fM>r z;&$ZzhXoN)N|%F93UvuT$%UQWz)0l32gg1u78eKHUJ~NYrH^i|0z1#dt9H&&1=;=B z?ami;OBzNtVDRdqu$5wC2c=ujWGIchSGKaSD2M%ogm{N*hTHW1yR};8?Ota8-@yrXOyuCgzEsyFQNd!3ajg%Y zmdT<4(u{gbpFn@-kU}_-ul`~PeuOV@R|x*o=R6eZXMC}77(N51fO~E|df22hXY6JP4*mutuK`iTfYmd+XVzR z++}2U*a|f~_eN+_zKAu>wlIy0|Ne82YqL4HgGz2(pt&&D0{9 zH|yFoe02U@nY}~6@xtGhPQ)))tsA@K`H5fc$Jc&aCj11kCzPU$OrK&rZ5FbL`QsQP z0@m0AdGimIA>jnMzZ{}N)19IWrHE%g?IVqu0;L!2i!`x^0HX7bMRN90tX`GdBBWWK z;RWre023j3zPF2P3en^7MOW*U$E(&{ivQBBy|S5b-4wfL>%#J~$L{EBh4n2+P}HD}clU9Q*=u0}wgA==>2(%;#= zGT|HVa@;+>t!*C5VEP$ja7925H2K{|3H7C`_Gzw#Aqq1Z`bey7j>D>(HnYRVtJ|zy{ zoRX>`&Z*ap9rrkB-|$d)l&vZz?h>dOf&E5hffNk

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