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
1,1,50,50,5,30,5,1,0.96,0.535829052359128,0.8327487157077383,0.30196376931441926,CGTCA,GCGTC,GCGTC,GTTGT,1,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_01_1-50_K5_topN30_mc5,GCGTC;TCACC;GTCAC,A+B,3,GTTGT;TTGAT;GGTGA;TGTGC;TCTTG;TGTTG;ATGTT,7,,TA;TT,,TA:1.000;TT:0.000,ATC,GTA;TAT;CTA;TAC;TAG;ACT,ATC:1.000,GTA:1.000;TAT:0.116;CTA:0.059;TAC:0.042;TAG:0.014;ACT:0.000,GCCC;TCAC;CTGC,ATGT;TTGT;ACTT;TGAT,GCCC:1.000;TCAC:0.370;CTGC:0.000,ATGT:1.000;TTGT:0.619;ACTT:0.365;TGAT:0.000,GCGTC,GTTGT;TTGAT;GGTGA;TGTGC;TGTTG;TCTTG;ATGTT,GCGTC:1.000,GTTGT:1.000;TTGAT:0.580;GGTGA:0.333;TGTGC:0.279;TGTTG:0.206;TCTTG:0.204;ATGTT:0.000,CAGGTC;CACCGT;TCACCC;CACCCA;ACGCCC;CCGTCA;CGCCCA,TGTTGA,CAGGTC:1.000;CACCGT:0.192;TCACCC:0.119;CACCCA:0.105;ACGCCC:0.028;CCGTCA:0.007;CGCCCA:0.000,TGTTGA:1.000
2,51,80,30,5,30,5,1,0.8913043478260868,0.5627281716837286,0.7927314949833792,0.2772132301074378,GCGTC,CTCAA,CTCAA,GTGAT,4,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_02_51-80_K5_topN30_mc5,CTCAA;TCAAG;TCCGT;GTCGC;CGGAG,A+B,5,GTGAT;TGCTA;TGGTG;TGAAG,4,,TA;AA;AT,,TA:1.000;AA:0.898;AT:0.000,CGA,TAA;AAG;GAA;TTT;TGA;CTA,CGA:1.000,TAA:1.000;AAG:0.445;GAA:0.380;TTT:0.054;TGA:0.034;CTA:0.000,TCAA;TCGC;TCGG,CTGT;TGAA;TGAT;TGTT;GCTA,TCAA:1.000;TCGC:0.846;TCGG:0.000,CTGT:1.000;TGAA:0.835;TGAT:0.539;TGTT:0.154;GCTA:0.000,CTCAA;TCAAG;TCCGT;GTCGC,GTGAT;TGCTA;TGGTG;TGAAG,CTCAA:1.000;TCAAG:0.948;TCCGT:0.446;GTCGC:0.000,GTGAT:1.000;TGCTA:0.999;TGGTG:0.308;TGAAG:0.000,CTCAAG;TCAAGG;ACTGCT;CTGCTC;GCTCCG;CTCCGT,TGAAGG,CTCAAG:1.000;TCAAGG:0.904;ACTGCT:0.877;CTGCTC:0.797;GCTCCG:0.695;CTCCGT:0.000,TGAAGG:1.000
3,81,130,50,5,30,5,1,0.8913043478260868,0.2606580896140186,0.7021104703624663,0.38210835379789837,GGCCC,CGGCC,CGGCC,GCTGT,4,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_03_81-130_K5_topN30_mc5,CGGCC;CCCCA;CCAAG;TCCCC;TCAAG,A+B,5,GCTGT;TGTTC;GTTCC;TACTT;CTGTT,5,,,,,AGC;CAT;GCA,GTA;GGT;TAT;TGT,AGC:1.000;CAT:0.920;GCA:0.000,GTA:1.000;GGT:0.440;TAT:0.205;TGT:0.000,,TCCA;TTAA;GTTT;GTAC;GGTA;TTTA;TTGT;TGGT,,TCCA:1.000;TTAA:0.913;GTTT:0.309;GTAC:0.300;GGTA:0.261;TTTA:0.246;TTGT:0.027;TGGT:0.000,CGGCC;CCCCA;CCAAG;TCCCC,GCTGT;TGTTC;GTTCC;TACTT;CTGTT,CGGCC:1.000;CCCCA:0.507;CCAAG:0.469;TCCCC:0.000,GCTGT:1.000;TGTTC:0.523;GTTCC:0.503;TACTT:0.326;CTGTT:0.000,CTCTGC;CCGGCC;CCTCTG;CCAAGT;CAAGTC;AGTCCT,CTACTT;CTGTTC;TGTTCC,CTCTGC:1.000;CCGGCC:0.786;CCTCTG:0.777;CCAAGT:0.470;CAAGTC:0.395;AGTCCT:0.000,CTACTT:1.000;CTGTTC:0.041;TGTTCC:0.000
4,131,180,50,6,30,5,2,0.8947826086956522,0.3005536136665967,0.7165139101869356,0.31864661376118314,CTACCC,TGGCTC,TGGCTC,TCTACA,4,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_04_131-180_K6_topN30_mc5,TGGCTC;TCCTTC;CTCCTT;CACCAC;GCCGCT;CTTCAG;CTGGCT,A+B,7,TCTACA;CTACAG;GCATGA;CTGATC,4,CC;GC;TC;CT,AT;TA;TT;TG;GA,CC:1.000;GC:0.690;TC:0.088;CT:0.000,AT:1.000;TA:0.927;TT:0.300;TG:0.048;GA:0.000,GCC,TGT;TTA;GTT;TGG;ATT,GCC:1.000,TGT:1.000;TTA:0.283;GTT:0.197;TGG:0.148;ATT:0.000,,GTTC;GTTA;TTGT;TACT;GTTT;TCTA;ATAT;ATGT;CTGA,,GTTC:1.000;GTTA:0.401;TTGT:0.378;TACT:0.211;GTTT:0.156;TCTA:0.140;ATAT:0.118;ATGT:0.048;CTGA:0.000,TCCTT;CTGGC;CTTCT,TACAG;CTACT;CTGAT;GTTAC,TCCTT:1.000;CTGGC:0.370;CTTCT:0.000,TACAG:1.000;CTACT:0.561;CTGAT:0.017;GTTAC:0.000,TGGCTC;TCCTTC;CTCCTT;GCCGCT,TCTACA;CTACAG;GCATGA;CTGATC,TGGCTC:1.000;TCCTTC:0.870;CTCCTT:0.377;GCCGCT:0.000,TCTACA:1.000;CTACAG:0.989;GCATGA:0.453;CTGATC:0.000
5,181,210,30,4,40,5,1,0.9086956521739129,0.27698332700637873,0.7191819546236526,0.36028380856262077,ACCA,CTCT,CTCT,TCGA,0,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_05_181-210_K4_topN40_mc5,CTCT;ACCA,B,2,TCGA;TAAC;AAAG;CCTG;GAAG;GTTA;ATTT;GTTC,8,,TG;AT,,TG:1.000;AT:0.000,CCC;CCA,TAG;TAA;TTA;CTG,CCC:1.000;CCA:0.000,TAG:1.000;TAA:0.258;TTA:0.030;CTG:0.000,,TCGA;TAAC;AAAG;CCTG;GAAG;GTTA;GTTC;ATTT,,TCGA:1.000;TAAC:0.917;AAAG:0.386;CCTG:0.273;GAAG:0.227;GTTA:0.052;GTTC:0.040;ATTT:0.000,ACTCC;CACCC;CCCTC,TCGAA;AACTT;TAACA;GTTCA,ACTCC:1.000;CACCC:0.254;CCCTC:0.000,TCGAA:1.000;AACTT:0.950;TAACA:0.578;GTTCA:0.000,CACTCC;ACTCCA;ACCTAC;CCTACG;ACCTCC,TCGAAC;CGAACT;GTTCAA,CACTCC:1.000;ACTCCA:0.988;ACCTAC:0.515;CCTACG:0.356;ACCTCC:0.000,TCGAAC:1.000;CGAACT:0.868;GTTCAA:0.000
6,211,260,50,5,30,5,2,0.8026086956521737,0.4035422734091131,0.6828887689792555,0.30239069993167217,CCCGC,CGCAT,CGCAT,GGATG,1,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_06_211-260_K5_topN30_mc5,CGCAT;GGCAA,A+B,2,TCAGG;GGATG;AGGAT;ATGGT;ATTAT;CTTGT;CTGAA;GATGG;TTAAT,9,,TA,,TA:1.000,GCA;TCG;GTC;ACC,TGT;TAG;GTA,GCA:1.000;TCG:0.707;GTC:0.513;ACC:0.000,TGT:1.000;TAG:0.789;GTA:0.000,GCAA,ATAA;ATTA;CTGA;GGAT;TATT,GCAA:1.000,ATAA:1.000;ATTA:0.960;CTGA:0.362;GGAT:0.010;TATT:0.000,CGCAT,TCAGG;GGATG;AGGAT;ATGGT;CTTGT;ATTAT;CTGAA;GATGG;TTAAT,CGCAT:1.000,TCAGG:1.000;GGATG:0.786;AGGAT:0.641;ATGGT:0.527;CTTGT:0.411;ATTAT:0.399;CTGAA:0.389;GATGG:0.224;TTAAT:0.000,GCCACC;TCGAGT;CGAGTC;GAGTCC,ATGGTA;AGGATG;CTGAAG;ACTATT;AAGTTA;AGTTAA,GCCACC:1.000;TCGAGT:0.117;CGAGTC:0.062;GAGTCC:0.000,ATGGTA:1.000;AGGATG:0.595;CTGAAG:0.152;ACTATT:0.088;AAGTTA:0.013;AGTTAA:0.000
7,261,310,50,5,40,5,1,0.8121739130434782,0.490354328187958,0.715628037586822,0.3474075410464012,GCTCA,TCCAT,TCCAT,GGAAG,3,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_07_261-310_K5_topN40_mc5,TCCAT;CCATG;CATGC;ACCAA;CTCAC,A+B,5,GGAAG;CATAA;TGAAT;GATTT,4,CA;TC;AC;CT,TT;AT;TA;AA;GA;GT,CA:1.000;TC:0.407;AC:0.385;CT:0.000,TT:1.000;AT:0.451;TA:0.377;AA:0.341;GA:0.048;GT:0.000,TAC;ACC;GAC,TTT;TCT;GGT;GTT,TAC:1.000;ACC:0.096;GAC:0.000,TTT:1.000;TCT:0.957;GGT:0.146;GTT:0.000,,ATTT;TATA;TGGT;ATAT;GATT;TTGG,,ATTT:1.000;TATA:0.300;TGGT:0.181;ATAT:0.163;GATT:0.097;TTGG:0.000,TCCAT;CCATG;CATGC,GGAAG;CATAA;TGAAT;GATTT,TCCAT:1.000;CCATG:0.768;CATGC:0.000,GGAAG:1.000;CATAA:0.877;TGAAT:0.761;GATTT:0.000,CCACCA;AACTCC;ACTCCT;CCTCCA;CTCCAT;ACCAAG;TCCATG,GGAAGA;TTGAAT;TGAATA,CCACCA:1.000;AACTCC:0.760;ACTCCT:0.745;CCTCCA:0.651;CTCCAT:0.565;ACCAAG:0.451;TCCATG:0.000,GGAAGA:1.000;TTGAAT:0.029;TGAATA:0.000
8,311,360,50,4,30,5,5,0.7713043478260868,0.6739759743001974,0.7421058357683199,0.2690193571112364,CCAC,TGTT,TGTT,AGTT,0,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_08_311-360_K4_topN30_mc5,TGTT;GTTT;CCAC;TGAT;GTGC;AGCC;TCCG;CAAC;CCGC;GCAT;ACAG;ATTC;CGTC,fallback_poscoef,13,AGTT;CCTG;TGGA;CAAA;TAAG,5,GC;TC;CA,TT;TA;GT;AT;TG;AA,GC:1.000;TC:0.874;CA:0.000,TT:1.000;TA:0.819;GT:0.607;AT:0.587;TG:0.333;AA:0.000,CAC;TCC;ACG;CGT;GAC;CGA,TGT;AGT;GTT,CAC:1.000;TCC:0.409;ACG:0.138;CGT:0.094;GAC:0.004;CGA:0.000,TGT:1.000;AGT:0.939;GTT:0.000,,AGTT;CCTG;TGGA;CAAA;TAAG,,AGTT:1.000;CCTG:0.240;TGGA:0.204;CAAA:0.036;TAAG:0.000,AGCCC;CCGCT;AGCTC,AATTC;TGTTT;AATGT;TAAAG;TTTAA,AGCCC:1.000;CCGCT:0.918;AGCTC:0.000,AATTC:1.000;TGTTT:0.700;AATGT:0.676;TAAAG:0.163;TTTAA:0.000,GCTCGT;CAGCCC;AGCCCG;CCCGCT;GCGAGC;ATGGTC;GGTCGA;ACCACA,,GCTCGT:1.000;CAGCCC:0.971;AGCCCG:0.960;CCCGCT:0.926;GCGAGC:0.822;ATGGTC:0.200;GGTCGA:0.065;ACCACA:0.000,
9,361,410,50,6,40,5,3,0.8252173913043478,0.4858255953062339,0.7233998525049137,0.28726247000619703,CGCCGA,TCCACC,TCCACC,ATAATA,0,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_09_361-410_K6_topN40_mc5,TCCACC;CACCCA;CCACCC;GCCGTC;CCGTCG;GCCGAC,B,6,ATAATA;TAATAT;TTGAAG;ATTGAA;AGATGG,5,,TT,,TT:1.000,CGT;CCG;CAC,TGT;CTT;TCT;ACT;GTG,CGT:1.000;CCG:0.174;CAC:0.000,TGT:1.000;CTT:0.455;TCT:0.252;ACT:0.060;GTG:0.000,CCCA,ATAT;TCTG;TAGC;TATT;CATA,CCCA:1.000,ATAT:1.000;TCTG:0.868;TAGC:0.301;TATT:0.064;CATA:0.000,GTCAC;CACCA;GGAGC;GAGCG,GCCAG;AGATT;AATAT;TGAAG,GTCAC:1.000;CACCA:0.974;GGAGC:0.298;GAGCG:0.000,GCCAG:1.000;AGATT:0.470;AATAT:0.216;TGAAG:0.000,,ATAATA;TAATAT;TTGAAG;ATTGAA;AGATGG,,ATAATA:1.000;TAATAT:0.992;TTGAAG:0.507;ATTGAA:0.036;AGATGG:0.000
10,411,450,40,5,30,5,1,0.9199999999999999,0.3003370218073339,0.7341011065422001,0.38837673931054745,TCCTC,GCGCA,GCGCA,ATCAT,4,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_10_411-450_K5_topN30_mc5,GCGCA;CGCAC;TCCAA;CTCAT;ACCCT,A+B,5,ATCAT;AATCA;TGATG;GGTGA,4,,AT;TT,,AT:1.000;TT:0.000,CAC,TTA;GTT;TAA;GAT,CAC:1.000,TTA:1.000;GTT:0.611;TAA:0.329;GAT:0.000,GACA;AACC,ATTA;AGTT;TCTG;TACT;AATC;GGTG,GACA:1.000;AACC:0.000,ATTA:1.000;AGTT:0.548;TCTG:0.226;TACT:0.167;AATC:0.055;GGTG:0.000,GCGCA;CGCAC;TCCAA;CTCAT,ATCAT;AATCA;TGATG;TGCTC;GGTGA,GCGCA:1.000;CGCAC:0.984;TCCAA:0.769;CTCAT:0.000,ATCAT:1.000;AATCA:0.141;TGATG:0.025;TGCTC:0.018;GGTGA:0.000,TTCCTC;TCCTCA;CCTCAT;AGCGCA;GCGCAC;CTCCAA,TGAAGA,TTCCTC:1.000;TCCTCA:0.908;CCTCAT:0.804;AGCGCA:0.780;GCGCAC:0.642;CTCCAA:0.000,TGAAGA:1.000
11,451,490,40,6,30,5,2,0.9069565217391303,0.34045935797779825,0.7370073726107307,0.3724176120220876,CGCGAC,CCAACG,CCAACG,CTAAAG,5,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_11_451-490_K6_topN30_mc5,CCAACG;AAGCGC;AACGCC;ACCACA;AGCGCG;TCCGCA;ACGGCT;CGCGAC;AGTCCG;CCGCAA,A+B,10,CTAAAG;TGAAGA;AGGCTG,3,GC;CA;AC;AG,TT;AT;AA;TG;GA,GC:1.000;CA:0.880;AC:0.766;AG:0.000,TT:1.000;AT:0.833;AA:0.718;TG:0.716;GA:0.000,AGC;CCA,CTT;TTA;TAG;ATT;ATA,AGC:1.000;CCA:0.000,CTT:1.000;TTA:0.650;TAG:0.569;ATT:0.393;ATA:0.000,AGTC;CCGT,TAAA;AATT;TTGT;TTGA;ATCA;CTAA,AGTC:1.000;CCGT:0.000,TAAA:1.000;AATT:0.596;TTGT:0.193;TTGA:0.061;ATCA:0.049;CTAA:0.000,TCCGT,CTAAA;TAAAG;GGTTC;AAGAG;AAGAT;TCATA;GATCA,TCCGT:1.000,CTAAA:1.000;TAAAG:0.994;GGTTC:0.927;AAGAG:0.314;AAGAT:0.037;TCATA:0.017;GATCA:0.000,CCAACG;AACGCC;ACCACA;AAGCGC;AGCGCG,CTAAAG;TGAAGA;AGGCTG,CCAACG:1.000;AACGCC:0.667;ACCACA:0.654;AAGCGC:0.558;AGCGCG:0.000,CTAAAG:1.000;TGAAGA:0.917;AGGCTG:0.000
12,491,515,25,4,30,5,1,0.8182608695652173,0.29260203616700187,0.6605632195457526,0.40920683823099263,CGCC,GCCC,GCCC,GGTA,3,C:\Users\farsh\OneDrive\Desktop\project\mapping\OURS\iepwrm_pls_results\region_12_491-515_K4_topN30_mc5,GCCC;GCCT;GCAC,A,3,GGTA;CTAG;GTAT;CTTG;AACT,5,,TT,,TT:1.000,ACC;TCG,GTA;TAT;TTT,ACC:1.000;TCG:0.000,GTA:1.000;TAT:0.336;TTT:0.000,GCCC;GCCT;GCAC,GGTA;CTAG;GTAT;CTTG;AACT;CTGG,GCCC:1.000;GCCT:0.818;GCAC:0.000,GGTA:1.000;CTAG:0.534;GTAT:0.403;CTTG:0.227;AACT:0.061;CTGG:0.000,GGCCC;GCCCG;CCCGC;CGCCT;GCCTC;CCTCA;GTACT;ATCAG,,GGCCC:1.000;GCCCG:0.996;CCCGC:0.991;CGCCT:0.982;GCCTC:0.978;CCTCA:0.933;GTACT:0.482;ATCAG:0.000,,GCCCGC;AGGCCC;CCCGCC;GGCCCG;CCGCCT;CGCCTC;GCCTCA;AGTACT;GTACTC;CCTCAA,,GCCCGC:1.000;AGGCCC:0.999;CCCGCC:0.998;GGCCCG:0.997;CCGCCT:0.992;CGCCTC:0.990;GCCTCA:0.985;AGTACT:0.771;GTACTC:0.689;CCTCAA:0.000,