region_sweep_summary.csv

region_idx,start,end,len,K,topN,max_components,n_components,spearman_rho,R2,score,mae,pre_top1,post_top1,post_top1_pos,post_top1_neg,n_stable_kmers,region_dir,best_kmers,best_kmers_tier,n_best_kmers,avoid_kmers,n_avoid_kmers,K2_pos,K2_neg,K2_pos_norm,K2_neg_norm,K3_pos,K3_neg,K3_pos_norm,K3_neg_norm,K4_pos,K4_neg,K4_pos_norm,K4_neg_norm,K5_pos,K5_neg,K5_pos_norm,K5_neg_norm,K6_pos,K6_neg,K6_pos_norm,K6_neg_norm
1,1,50,50,5,40,5,1,0.9070175438596491,0.12134546105953847,0.6713159190196158,0.33933062652666807,TCTGC,GCCAA,GCCAA,ATACA,1,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_01_1-50_K5_topN40_mc5,GCCAA;CGCCC;CCCAG;CCAGG,A+B,4,ATACA;TACAC;AGAAT;ATGTT;TGTTG;TGTGC,6,,TA;TT,,TA:1.000;TT:0.000,,GTA;CTA;TAT;TAG,,GTA:1.000;CTA:0.195;TAT:0.009;TAG:0.000,CTGC,ACTA;GTGC;GGTG;ATTG;TCTT;TGTT,CTGC:1.000,ACTA:1.000;GTGC:0.359;GGTG:0.317;ATTG:0.191;TCTT:0.173;TGTT:0.000,GCCAA,ATACA;TACAC;ATGTT;AGAAT;TGTTG;TGTGC,GCCAA:1.000,ATACA:1.000;TACAC:0.545;ATGTT:0.333;AGAAT:0.325;TGTTG:0.137;TGTGC:0.000,CGCCAA;GCCAAC;CAGGTC;CCCACG;CACCGT;TCACCC,AAAGAA;AAGAAT,CGCCAA:1.000;GCCAAC:0.788;CAGGTC:0.340;CCCACG:0.093;CACCGT:0.071;TCACCC:0.000,AAAGAA:1.000;AAGAAT:0.000
2,51,90,40,5,30,5,1,0.8614035087719297,0.08362918672698605,0.6280712121584465,0.355473845772302,TCCTC,TCGCC,TCGCC,TGAAG,6,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_02_51-90_K5_topN30_mc5,TCGCC;CTCAA;TCAAG;TCCGT;GTCGC;TCGGC;CTCGG;CGGAG,A+B,8,TGAAG;CCTGT,2,CC;CG;GC;TC,TG;GT;AT;TA;AA;GA,CC:1.000;CG:0.392;GC:0.049;TC:0.000,TG:1.000;GT:0.574;AT:0.574;TA:0.482;AA:0.029;GA:0.000,CCC;GCC,GTA;GAT;ACT,CCC:1.000;GCC:0.000,GTA:1.000;GAT:0.107;ACT:0.000,TCGC;TCGG;GCCG,TGAA;TACT;CGGT;TTGC;AGCT,TCGC:1.000;TCGG:0.470;GCCG:0.000,TGAA:1.000;TACT:0.286;CGGT:0.173;TTGC:0.016;AGCT:0.000,TCGCC;CTCAA;TCAAG;TCCGT;GTCGC;TCGGC,TGAAG;CCTGT,TCGCC:1.000;CTCAA:0.910;TCAAG:0.898;TCCGT:0.746;GTCGC:0.665;TCGGC:0.000,TGAAG:1.000;CCTGT:0.000,TCCTCA;CCTCAA;TCCGTC;CCGTCG;CGTCGC;CTCAAG;TCAAGG;ACTGCT;CTGCTC;CTCCGT,,TCCTCA:1.000;CCTCAA:0.985;TCCGTC:0.801;CCGTCG:0.788;CGTCGC:0.775;CTCAAG:0.653;TCAAGG:0.607;ACTGCT:0.564;CTGCTC:0.113;CTCCGT:0.000,
3,91,120,30,4,30,5,1,0.8894736842105263,0.26126596695449145,0.7010113690337159,0.29686503039078793,CCTC,GCCG,GCCG,GGTA,0,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_03_91-120_K4_topN30_mc5,GCCG,B,1,GGTA;GTAG;TAGA;GTTC;TCCA;CTGC;TGCT;CTGT;AAAA,9,AT,,AT:1.000,,,TAG;TGT;TGC;GTT;GTA;CGT;GGG;TGG;CTA;GGT,,TAG:1.000;TGT:0.527;TGC:0.381;GTT:0.348;GTA:0.203;CGT:0.135;GGG:0.128;TGG:0.075;CTA:0.005;GGT:0.000,,GGTA;GTAG;TAGA;GTTC;TCCA;CTGC;TGCT;CTGT;AAAA,,GGTA:1.000;GTAG:0.973;TAGA:0.947;GTTC:0.596;TCCA:0.377;CTGC:0.303;TGCT:0.242;CTGT:0.209;AAAA:0.000,,TCCAG;ACTTT;CTGCT;CCTGC;TGCTG;AATCT;TACTT;ACAAA;GCTGT;AAAAG,,TCCAG:1.000;ACTTT:0.859;CTGCT:0.194;CCTGC:0.159;TGCTG:0.148;AATCT:0.099;TACTT:0.074;ACAAA:0.053;GCTGT:0.038;AAAAG:0.000,CACCTC,CTACTT;TACTTT;CTGGAA;TGGAAG;CCTGCT;CTGCTG;TGCTGT;GAATCT;AAAAGA;AAAGAC,CACCTC:1.000,CTACTT:1.000;TACTTT:0.992;CTGGAA:0.474;TGGAAG:0.467;CCTGCT:0.246;CTGCTG:0.241;TGCTGT:0.234;GAATCT:0.155;AAAAGA:0.008;AAAGAC:0.000
4,121,170,50,6,40,5,3,0.843859649122807,0.3061488343639531,0.6825464046951508,0.2618894587552041,CTCCTT,CTACCC,CTACCC,TCTACA,2,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_04_121-170_K6_topN40_mc5,TGGCTC;CTACCC;CAACCA;CTCCTT;TCCTTC;CCTTCT;CCTACC;CTGGCT,A+B,8,TCTACA;CTACAG,2,CC;GC,GA;GG;TT;AT;TG,CC:1.000;GC:0.000,GA:1.000;GG:0.679;TT:0.338;AT:0.239;TG:0.000,TAG,TTA;ATT;GTA;ACT;GGA,TAG:1.000,TTA:1.000;ATT:0.926;GTA:0.748;ACT:0.532;GGA:0.000,TCGG;CCAC,GGTG;AGGT;ATAT;GTGG,TCGG:1.000;CCAC:0.000,GGTG:1.000;AGGT:0.936;ATAT:0.799;GTGG:0.000,ACGTC;CCTCG;CTCGG;TCGGC,TACAG;GCAAA;GGACA;ACCCT,ACGTC:1.000;CCTCG:0.551;CTCGG:0.317;TCGGC:0.000,TACAG:1.000;GCAAA:0.141;GGACA:0.093;ACCCT:0.000,TGGCTC;CTACCC;CTCCTT,CTACAG;TCTACA,TGGCTC:1.000;CTACCC:0.466;CTCCTT:0.000,CTACAG:1.000;TCTACA:0.000
5,171,210,40,6,40,5,1,0.882456140350877,-0.0060970678793697,0.6177192982456139,0.3804585300331445,CCTCTA,CAACCT,CAACCT,GAACTT,5,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_05_171-210_K6_topN40_mc5,CAACCT;CCGACC;TACGTC;ACGTCT;TCTCCG;ACTCCA,A+B,6,GAACTT;TCGAAC;CGAACT;TAACAA;TCAAAC,5,,,,,,TAG;TGA;AAG;TAC;CTG;GAA,,TAG:1.000;TGA:0.225;AAG:0.143;TAC:0.120;CTG:0.092;GAA:0.000,,ATAG;GCCA;TCGA;TAAC;AAAT;TAGG;AGTA,,ATAG:1.000;GCCA:0.956;TCGA:0.385;TAAC:0.256;AAAT:0.214;TAGG:0.088;AGTA:0.000,,AACTT;ACCTG;TCGAA;TAACA;GAACT;GACGT;TCAAA;ACGAC,,AACTT:1.000;ACCTG:0.982;TCGAA:0.859;TAACA:0.782;GAACT:0.779;GACGT:0.748;TCAAA:0.575;ACGAC:0.000,CAACCT;CCGACC;TACGTC;ACGTCT;TCTCCG,GAACTT;TCGAAC;CGAACT;TAACAA,CAACCT:1.000;CCGACC:0.848;TACGTC:0.726;ACGTCT:0.160;TCTCCG:0.000,GAACTT:1.000;TCGAAC:0.076;CGAACT:0.043;TAACAA:0.000
6,211,240,30,4,30,5,1,0.8894736842105263,-0.03148923809434012,0.6226315789473684,0.33509301437217204,AGGA,TCCC,TCCC,AATT,0,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_06_211-240_K4_topN30_mc5,TCCC,B,1,AATT;GTAC;ATAA;GAAA;AGGC;TAAG;ACAT;AGGA;GCGA,9,,TA,,TA:1.000,CAT,GGT;AGG;TGT;GTA;TAT;ATA,CAT:1.000,GGT:1.000;AGG:0.865;TGT:0.368;GTA:0.196;TAT:0.059;ATA:0.000,,AATT;GTAC;ATAA;GAAA;AGGC;TAAG;ACAT;AGGA;GCGA,,AATT:1.000;GTAC:0.908;ATAA:0.837;GAAA:0.799;AGGC:0.343;TAAG:0.319;ACAT:0.308;AGGA:0.117;GCGA:0.000,TCGCC;CACCC;CCCGC;GCGGC;ACGCC;GCCAC,AAATC;CAGGC;ACATT,TCGCC:1.000;CACCC:0.985;CCCGC:0.976;GCGGC:0.853;ACGCC:0.644;GCCAC:0.000,AAATC:1.000;CAGGC:0.016;ACATT:0.000,ATCGCC;TCGCCA;CGCCAC;CCACCC;CACCCG;ACCCGC;CCCGCT,AGCCAG;GCCAGG;GATCCA,ATCGCC:1.000;TCGCCA:0.923;CGCCAC:0.846;CCACCC:0.692;CACCCG:0.616;ACCCGC:0.540;CCCGCT:0.000,AGCCAG:1.000;GCCAGG:0.901;GATCCA:0.000
7,241,290,50,5,30,5,1,0.7684210526315789,0.06756177324280566,0.5581632688149469,0.354064406021107,CACCA,GAGTC,GAGTC,GTGGT,2,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_07_241-290_K5_topN30_mc5,GAGTC;CCAAG;CATGC;CCACC;ACCAA,A+B,5,GTGGT;CAATG;ATGGT;TCAGG;CTAAT;TGCCG;GCCGT,7,TC;CT;CC,TG;GA;TT;AA;AT,TC:1.000;CT:0.447;CC:0.000,TG:1.000;GA:0.670;TT:0.500;AA:0.302;AT:0.000,,GTT;GGT;TGT;TGA,,GTT:1.000;GGT:0.966;TGT:0.110;TGA:0.000,,CTAA;GGTT;TCTT;GGTG;ATTC,,CTAA:1.000;GGTT:0.865;TCTT:0.369;GGTG:0.298;ATTC:0.000,GAGTC;CCAAG,GTGGT;CAATG;TGCCG;ATGGT;GCCGT;CTAAT;TCAGG,GAGTC:1.000;CCAAG:0.000,GTGGT:1.000;CAATG:0.121;TGCCG:0.098;ATGGT:0.096;GCCGT:0.060;CTAAT:0.003;TCAGG:0.000,AACGGC;ACGGCA;CCGGAG;TCGAGT;CGAGTC;GAGTCC;GTCCAA;CCAACG;TCCACC;CCACCA,,AACGGC:1.000;ACGGCA:0.994;CCGGAG:0.893;TCGAGT:0.510;CGAGTC:0.497;GAGTCC:0.483;GTCCAA:0.472;CCAACG:0.432;TCCACC:0.041;CCACCA:0.000,
8,291,340,50,4,40,5,1,0.8403508771929825,0.10095347348417294,0.6185316560803396,0.3518862463556389,CACC,ACCA,ACCA,AGTT,1,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_08_291-340_K4_topN40_mc5,ACCA;CTCG,A+B,2,AGTT;TGGA;CCAG;AGGT;TGCA;GGTG,6,CC;TC;CG;GC,GT;TG;TA;TT;AG,CC:1.000;TC:0.999;CG:0.498;GC:0.000,GT:1.000;TG:0.562;TA:0.182;TT:0.022;AG:0.000,ACC,GTG;GTA;AGT,ACC:1.000,GTG:1.000;GTA:0.102;AGT:0.000,ACCA,AGTT;TGGA;CCAG;AGGT;TGCA,ACCA:1.000,AGTT:1.000;TGGA:0.773;CCAG:0.147;AGGT:0.027;TGCA:0.000,CACCA;ACCAT;GTCCA;TCCAA;CCAAC;AGCCC,TTGCA;TGCAG,CACCA:1.000;ACCAT:0.949;GTCCA:0.918;TCCAA:0.755;CCAAC:0.538;AGCCC:0.000,TTGCA:1.000;TGCAG:0.000,CGCTCA;GCTCAC;CTCACC;TCACCA;CACCAT;ACCATC;CATCGG,,CGCTCA:1.000;GCTCAC:0.824;CTCACC:0.791;TCACCA:0.707;CACCAT:0.486;ACCATC:0.378;CATCGG:0.000,
9,341,370,30,5,40,5,1,0.8526315789473684,0.07323530123234201,0.6188126956328605,0.33406810515495,CCACC,CGACG,CGACG,CTCAA,1,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_09_341-370_K5_topN40_mc5,CGACG;CAGGG;TGGTC;CCACA,A+B,4,CTCAA;ATCAA;ACTCG;CTCGA;CGGAC;CACGC;AGAAG,7,,TT,,TT:1.000,CCC;GAG;CCT;ACC,TTT;TAA,CCC:1.000;GAG:0.924;CCT:0.410;ACC:0.000,TTT:1.000;TAA:0.000,,AGCC;ACAT;CTCG;GATA,,AGCC:1.000;ACAT:0.897;CTCG:0.479;GATA:0.000,CGACG,CTCAA;ATCAA;ACTCG;CTCGA;CGGAC;CACGC;AGAAG,CGACG:1.000,CTCAA:1.000;ATCAA:0.917;ACTCG:0.726;CTCGA:0.694;CGGAC:0.572;CACGC:0.429;AGAAG:0.000,,CACTCG;ACTCGA;CTCGAA;TCGAAC;CGAACG;GAACGA;GCCGCG;CGCGGA;GCGGAC,,CACTCG:1.000;ACTCGA:0.988;CTCGAA:0.950;TCGAAC:0.940;CGAACG:0.929;GAACGA:0.908;GCCGCG:0.592;CGCGGA:0.543;GCGGAC:0.000
10,371,420,50,5,30,5,1,0.8087719298245614,-0.2719540007792247,0.5661403508771929,0.4260571883327436,TCCTC,GCGTC,GCGTC,TGAAG,3,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_10_371-420_K5_topN30_mc5,GCGTC;CCCAG;CCAGT;GTCAC;CACCA;ACACC,A+B,6,TGAAG;GCCAG;TGAAA;TGACC;GTAAA,5,,TA,,TA:1.000,CCC;CAC;GTC;TCC;CCG;CCT,TGC,CCC:1.000;CAC:0.550;GTC:0.186;TCC:0.163;CCG:0.095;CCT:0.000,TGC:1.000,CCCA,AGCC;TACT;ATTA;GTAT;TATA;GTAA;ACAG,CCCA:1.000,AGCC:1.000;TACT:0.907;ATTA:0.472;GTAT:0.152;TATA:0.138;GTAA:0.018;ACAG:0.000,GCGTC;CCCAG;CCAGT,TGAAG;GCCAG;TGAAA;GTAAA;TGACC;AGGCT,GCGTC:1.000;CCCAG:0.486;CCAGT:0.000,TGAAG:1.000;GCCAG:0.855;TGAAA:0.148;GTAAA:0.136;TGACC:0.127;AGGCT:0.000,GGCGTC;GCGTCA;CGTCAC;ACCCAG;CCCAGT;CCAGTT;GTCGGC,ATTGAA;TGACCA,GGCGTC:1.000;GCGTCA:0.998;CGTCAC:0.996;ACCCAG:0.906;CCCAGT:0.799;CCAGTT:0.601;GTCGGC:0.000,ATTGAA:1.000;TGACCA:0.000
11,421,470,50,5,40,5,2,0.8684210526315789,0.17109527907130084,0.6592233205634954,0.2807230632055157,CTCCA,GAACC,GAACC,AAGAG,1,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_11_421-470_K5_topN40_mc5,GAACC;ACCCT,A+B,2,AAGAG;AGAGG;ACTCG;TTGAA;ATGCA;AGTTG,6,CC;CT;GC;CG,GG;AA;TG;GT;AT,CC:1.000;CT:0.596;GC:0.006;CG:0.000,GG:1.000;AA:0.280;TG:0.263;GT:0.191;AT:0.000,CCC;CGC,,CCC:1.000;CGC:0.000,,GGTC;ACCC,ATAG;CGAT;CATT;TTGG;TGCA,GGTC:1.000;ACCC:0.000,ATAG:1.000;CGAT:0.477;CATT:0.268;TTGG:0.181;TGCA:0.000,GAACC,AAGAG;AGAGG;ACTCG;TTGAA;ATGCA;AGTTG,GAACC:1.000,AAGAG:1.000;AGAGG:0.980;ACTCG:0.514;TTGAA:0.320;ATGCA:0.180;AGTTG:0.000,AGAACC,TGAAGA;GAAGAG,AGAACC:1.000,TGAAGA:1.000;GAAGAG:0.000
12,471,515,45,6,40,5,5,0.7157894736842104,0.614923423267055,0.6855296585590638,0.21194639864997436,CGGCAC,AGTACT,AGTACT,CTGAAG,3,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_12_471-515_K6_topN40_mc5,AGTACT;GTACTC;CACCTA;CAACGG;CGCAAC,A+B,5,CTGAAG;GTCCGT,2,,TT,,TT:1.000,CCA;ACC;CCT;TCC;CTC,TCT;TAG,CCA:1.000;ACC:0.342;CCT:0.301;TCC:0.130;CTC:0.000,TCT:1.000;TAG:0.000,,ACAT;TTAG;CATA;GGTA;ACTG;CTGA;CTAG,,ACAT:1.000;TTAG:0.995;CATA:0.977;GGTA:0.817;ACTG:0.807;CTGA:0.638;CTAG:0.000,,CTGAA;ACATA;CATAC;AACAT;CGATC;TAAAG;CAGGC;AGGCT,,CTGAA:1.000;ACATA:0.190;CATAC:0.190;AACAT:0.189;CGATC:0.142;TAAAG:0.083;CAGGC:0.007;AGGCT:0.000,AGTACT;CACCTA,CTGAAG,AGTACT:1.000;CACCTA:0.000,CTGAAG:1.000