CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

  4. Performance of CMfinder(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for CentroidHomfold‑LAST & CMfinder(seed) [.zip] - may take several seconds...


Overview

Metric CentroidHomfold‑LAST CMfinder(seed)
MCC 0.725 > 0.486
Average MCC ± 95% Confidence Intervals 0.698 ± 0.042 > 0.505 ± 0.044
Sensitivity 0.598 > 0.312
Positive Predictive Value 0.880 > 0.757
Total TP 3645 > 1905
Total TN 2879607 < 2881233
Total FP 745 > 688
Total FP CONTRA 79 > 40
Total FP INCONS 419 < 572
Total FP COMP 247 > 76
Total FN 2452 < 4192
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST and CMfinder(seed). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for CentroidHomfold‑LAST and CMfinder(seed)).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for CentroidHomfold‑LAST and CMfinder(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST and CMfinder(seed). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for CentroidHomfold‑LAST and CMfinder(seed)).

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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 3645
Total TN 2879607
Total FP 745
Total FP CONTRA 79
Total FP INCONS 419
Total FP COMP 247
Total FN 2452
Total Scores
MCC 0.725
Average MCC ± 95% Confidence Intervals 0.698 ± 0.042
Sensitivity 0.598
Positive Predictive Value 0.880
Nr of predictions 129

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00013 0.62 0.42 0.92 48 103688 4 0 4 0 67
CRW_00016 0.70 0.50 0.97 60 77359 2 0 2 0 60
CRW_00610 0.66 0.46 0.95 37 36276 2 0 2 0 44
CRW_00613 0.74 0.55 1.00 43 34937 0 0 0 0 35
CRW_00614 0.21 0.18 0.25 10 121731 73 7 23 43 47
CRW_00618 0.38 0.25 0.58 15 56254 20 1 10 9 46
CRW_00633 0.64 0.42 0.98 45 63500 2 1 0 1 61
CRW_00634 0.69 0.54 0.88 51 64562 7 1 6 0 43
CRW_00670 0.69 0.50 0.95 60 70062 3 0 3 0 60
CRW_00671 0.66 0.48 0.92 56 62774 5 1 4 0 61
CRW_00672 0.69 0.50 0.96 55 72333 3 0 2 1 56
CRW_00674 0.76 0.57 1.00 71 83365 1 0 0 1 53
CRW_00676 0.73 0.55 0.98 63 93464 3 0 1 2 52
CRW_00692 0.82 0.70 0.95 63 68569 3 0 3 0 27
PDB_00005 0.70 0.50 1.00 7 939 0 0 0 0 7
PDB_00012 1.00 1.00 1.00 7 399 1 0 0 1 0
PDB_00213 0.83 0.73 0.94 30 5018 2 0 2 0 11
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.25 0.22 0.29 5 2684 12 0 12 0 18
PDB_00810 0.84 0.71 1.00 12 1069 0 0 0 0 5
PDB_00827 0.73 0.54 0.98 44 26983 2 0 1 1 37
PDB_01050 0.78 0.62 1.00 8 622 1 0 0 1 5
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.74 0.60 0.91 31 10119 5 0 3 2 21
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00603 0.78 0.71 0.86 25 13501 4 3 1 0 10
RFA_00604 0.74 0.63 0.88 22 13505 8 3 0 5 13
RFA_00605 0.43 0.34 0.55 12 15203 18 0 10 8 23
RFA_00606 0.72 0.69 0.75 27 21285 17 7 2 8 12
RFA_00607 0.91 0.83 1.00 30 17736 7 0 0 7 6
RFA_00609 0.92 0.89 0.94 33 17920 11 0 2 9 4
RFA_00610 0.89 0.84 0.94 31 17172 13 0 2 11 6
RFA_00611 0.77 0.69 0.86 24 13013 4 3 1 0 11
RFA_00613 0.73 0.66 0.82 23 12852 5 4 1 0 12
RFA_00615 0.78 0.71 0.86 25 13337 4 3 1 0 10
RFA_00620 0.23 0.15 0.35 6 21928 16 1 10 5 33
RFA_00626 0.85 0.79 0.92 69 56541 13 1 5 7 18
RFA_00627 0.86 0.75 0.98 65 56887 13 0 1 12 22
RFA_00628 0.86 0.78 0.94 67 57220 7 1 3 3 19
RFA_00630 0.87 0.83 0.92 72 56875 10 1 5 4 15
RFA_00632 0.51 0.50 0.52 14 4068 13 3 10 0 14
RFA_00636 0.64 0.64 0.64 18 3977 10 3 7 0 10
RFA_00639 0.51 0.46 0.56 40 54544 38 3 28 7 47
RFA_00642 0.00 0.00 0.00 0 2923 3 0 3 0 18
RFA_00643 0.50 0.33 0.75 6 2203 2 0 2 0 12
RFA_00644 0.27 0.22 0.33 4 2689 9 3 5 1 14
RFA_00645 -0.01 0.00 0.00 0 2405 10 2 8 0 18
RFA_00649 0.75 0.61 0.92 11 2133 1 0 1 0 7
RFA_00651 0.76 0.72 0.81 13 2064 4 0 3 1 5
RFA_00653 0.29 0.28 0.31 5 2129 11 3 8 0 13
RFA_00654 0.62 0.39 1.00 7 2408 0 0 0 0 11
RFA_00658 0.69 0.64 0.75 9 1116 5 0 3 2 5
RFA_00659 0.47 0.36 0.63 5 1120 5 0 3 2 9
RFA_00664 -0.01 0.00 0.00 0 983 7 0 7 0 14
RFA_00667 0.30 0.29 0.33 4 978 9 1 7 1 10
RFA_00668 0.44 0.36 0.56 5 981 4 0 4 0 9
RFA_00672 0.68 0.46 1.00 6 897 0 0 0 0 7
RFA_00673 0.44 0.36 0.56 5 1119 5 0 4 1 9
RFA_00674 0.74 0.71 0.77 10 1115 4 0 3 1 4
RFA_00675 0.35 0.29 0.44 4 981 5 0 5 0 10
RFA_00677 0.74 0.71 0.77 10 977 5 0 3 2 4
RFA_00678 0.80 0.64 1.00 9 937 0 0 0 0 5
RFA_00680 0.74 0.71 0.77 10 1115 5 0 3 2 4
RFA_00684 0.84 0.71 1.00 10 980 1 0 0 1 4
RFA_00685 0.53 0.43 0.67 6 981 4 0 3 1 8
RFA_00704 0.67 0.57 0.80 8 980 3 0 2 1 6
RFA_00705 0.77 0.71 0.83 10 1023 2 0 2 0 4
RFA_00706 0.33 0.29 0.40 4 1025 6 0 6 0 10
RFA_00707 -0.01 0.00 0.00 0 1027 8 0 8 0 14
RFA_00708 0.64 0.57 0.73 8 1024 3 0 3 0 6
RFA_00709 0.50 0.43 0.60 6 980 5 0 4 1 8
RFA_00710 0.70 0.50 1.00 7 983 0 0 0 0 7
RFA_00711 0.59 0.50 0.70 7 1025 3 0 3 0 7
RFA_00715 0.26 0.21 0.33 3 937 6 0 6 0 11
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 0.80 0.64 1.00 9 894 0 0 0 0 5
RFA_00730 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00731 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00733 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00734 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00736 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00737 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00745 1.00 1.00 1.00 12 934 1 0 0 1 0
RFA_00749 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00758 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00762 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00763 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00764 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.58 0.39 0.88 7 2008 1 0 1 0 11
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.59 0.56 0.63 10 1937 6 2 4 0 8
RFA_00781 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00786 0.92 0.91 0.94 29 5019 2 2 0 0 3
RFA_00791 0.95 0.91 1.00 29 5122 1 0 0 1 3
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.87 0.81 0.93 26 5022 3 0 2 1 6
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 4 0 4 0 10
RFA_00814 0.96 0.93 1.00 38 25162 6 0 0 6 3
RFA_00815 0.92 0.85 1.00 35 24496 1 0 0 1 6
RFA_00816 0.80 0.63 1.00 26 23194 1 0 0 1 15
RFA_00817 0.68 0.59 0.80 24 21915 9 2 4 3 17
RFA_00818 0.57 0.54 0.61 22 20265 18 8 6 4 19
RFA_00819 0.95 0.93 0.97 38 27927 15 0 1 14 3
SRP_00016 0.67 0.47 0.96 51 47842 3 0 2 1 58
SRP_00130 0.57 0.38 0.86 37 49727 7 0 6 1 60
SRP_00142 0.80 0.73 0.87 68 45978 12 0 10 2 25
SRP_00143 0.83 0.75 0.93 76 49688 10 0 6 4 25
SRP_00144 0.86 0.79 0.94 74 46586 8 0 5 3 20
SRP_00197 0.70 0.51 0.96 52 49401 2 0 2 0 49
SRP_00198 0.72 0.54 0.97 56 50982 2 0 2 0 47
SRP_00199 0.68 0.50 0.95 52 50985 3 0 3 0 53
SRP_00201 0.71 0.52 0.97 58 47835 3 0 2 1 53
SRP_00202 0.77 0.62 0.95 73 54208 6 0 4 2 44
SRP_00203 0.71 0.61 0.83 64 48751 18 0 13 5 41
SRP_00204 0.73 0.59 0.91 60 49075 7 0 6 1 42
SRP_00206 0.79 0.65 0.97 70 47823 3 0 2 1 38
SRP_00208 0.81 0.66 0.99 67 46597 2 0 1 1 34
SRP_00255 0.55 0.31 0.97 29 47556 3 0 1 2 65
SRP_00276 0.82 0.69 0.97 76 50643 3 0 2 1 34
SRP_00278 0.57 0.34 0.95 36 46018 3 0 2 1 69
SRP_00321 0.70 0.52 0.93 56 47526 5 0 4 1 52
SRP_00322 0.87 0.82 0.94 89 48421 7 0 6 1 20
SRP_00323 0.88 0.83 0.93 89 47182 10 0 7 3 18
SRP_00330 0.78 0.65 0.94 62 50020 6 0 4 2 33
SRP_00332 0.85 0.75 0.96 79 50321 4 0 3 1 27
SRP_00339 0.86 0.84 0.89 79 44462 13 0 10 3 15

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Performance of CMfinder(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for CMfinder(seed)

Total Base Pair Counts
Total TP 1905
Total TN 2881233
Total FP 688
Total FP CONTRA 40
Total FP INCONS 572
Total FP COMP 76
Total FN 4192
Total Scores
MCC 0.486
Average MCC ± 95% Confidence Intervals 0.505 ± 0.044
Sensitivity 0.312
Positive Predictive Value 0.757
Nr of predictions 129

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2. Individual counts for CMfinder(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00013 0.37 0.14 1.00 16 103724 0 0 0 0 99
CRW_00016 0.36 0.14 0.89 17 77402 2 0 2 0 103
CRW_00610 0.49 0.31 0.78 25 36283 7 1 6 0 56
CRW_00613 0.54 0.33 0.87 26 34950 4 0 4 0 52
CRW_00614 0.46 0.25 0.88 14 121755 9 0 2 7 43
CRW_00618 0.36 0.13 1.00 8 56272 0 0 0 0 53
CRW_00633 0.32 0.12 0.81 13 63530 3 1 2 0 93
CRW_00634 0.40 0.17 0.94 16 64603 1 0 1 0 78
CRW_00670 0.32 0.18 0.55 22 70085 18 0 18 0 98
CRW_00671 0.20 0.09 0.41 11 62808 16 0 16 0 106
CRW_00672 0.38 0.15 0.94 17 72372 1 0 1 0 94
CRW_00674 0.40 0.17 0.95 21 83414 1 0 1 0 103
CRW_00676 0.12 0.04 0.33 5 93513 10 1 9 0 110
CRW_00692 0.41 0.17 1.00 15 68620 0 0 0 0 75
PDB_00005 0.47 0.36 0.63 5 938 3 0 3 0 9
PDB_00012 1.00 1.00 1.00 7 399 2 0 0 2 0
PDB_00213 0.85 0.73 1.00 30 5020 0 0 0 0 11
PDB_00553 0.00 0.00 0.00 0 465 0 0 0 0 11
PDB_00716 -0.01 0.00 0.00 0 2688 13 0 13 0 23
PDB_00810 0.76 0.59 1.00 10 1071 0 0 0 0 7
PDB_00827 0.25 0.10 0.62 8 27015 5 0 5 0 73
PDB_01050 0.68 0.46 1.00 6 624 1 0 0 1 7
PDB_01051 0.83 0.69 1.00 9 894 4 0 0 4 4
PDB_01092 0.38 0.21 0.69 11 10137 6 0 5 1 41
PDB_01152 0.92 0.86 1.00 12 549 0 0 0 0 2
RFA_00603 0.70 0.60 0.81 21 13504 7 0 5 2 14
RFA_00604 0.63 0.51 0.78 18 13507 8 0 5 3 17
RFA_00605 0.14 0.06 0.33 2 15219 5 0 4 1 33
RFA_00606 0.34 0.21 0.57 8 21307 8 2 4 2 31
RFA_00607 0.08 0.06 0.13 2 17750 15 3 11 1 34
RFA_00609 0.32 0.22 0.47 8 17938 12 2 7 3 29
RFA_00610 0.39 0.30 0.52 11 17184 13 2 8 3 26
RFA_00611 0.65 0.51 0.82 18 13019 5 0 4 1 17
RFA_00613 0.70 0.57 0.87 20 12857 4 0 3 1 15
RFA_00615 0.57 0.49 0.68 17 13341 10 0 8 2 18
RFA_00620 0.00 0.00 0.00 0 21939 6 0 6 0 39
RFA_00626 0.44 0.32 0.60 28 56569 22 2 17 3 59
RFA_00627 0.53 0.39 0.72 34 56906 15 3 10 2 53
RFA_00628 0.58 0.43 0.77 37 57243 14 3 8 3 49
RFA_00630 0.45 0.32 0.64 28 56909 17 3 13 1 59
RFA_00632 0.27 0.25 0.29 7 4071 17 0 17 0 21
RFA_00636 0.71 0.64 0.78 18 3982 5 2 3 0 10
RFA_00639 0.00 0.00 0.00 0 54575 44 6 34 4 87
RFA_00642 0.44 0.28 0.71 5 2919 2 0 2 0 13
RFA_00643 -0.01 0.00 0.00 0 2203 8 0 8 0 18
RFA_00644 0.00 0.00 0.00 0 2693 8 0 8 0 18
RFA_00645 0.29 0.17 0.50 3 2409 3 0 3 0 15
RFA_00649 0.35 0.22 0.57 4 2138 3 0 3 0 14
RFA_00651 0.35 0.22 0.57 4 2073 3 0 3 0 14
RFA_00653 -0.01 0.00 0.00 0 2137 8 0 8 0 18
RFA_00654 0.38 0.22 0.67 4 2409 2 0 2 0 14
RFA_00658 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00659 0.23 0.14 0.40 2 1123 4 0 3 1 12
RFA_00664 0.40 0.29 0.57 4 983 4 0 3 1 10
RFA_00667 0.40 0.29 0.57 4 983 4 0 3 1 10
RFA_00668 0.35 0.21 0.60 3 985 3 0 2 1 11
RFA_00672 0.41 0.31 0.57 4 896 3 0 3 0 9
RFA_00673 0.23 0.14 0.40 2 1123 4 0 3 1 12
RFA_00674 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00675 0.35 0.21 0.60 3 985 3 0 2 1 11
RFA_00677 0.40 0.29 0.57 4 983 4 0 3 1 10
RFA_00678 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00680 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00684 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00685 0.32 0.21 0.50 3 984 4 0 3 1 11
RFA_00704 0.32 0.21 0.50 3 984 4 0 3 1 11
RFA_00705 0.40 0.29 0.57 4 1028 4 0 3 1 10
RFA_00706 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00707 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00708 0.40 0.29 0.57 4 1028 4 0 3 1 10
RFA_00709 0.32 0.21 0.50 3 984 4 0 3 1 11
RFA_00710 0.32 0.21 0.50 3 984 3 0 3 0 11
RFA_00711 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00715 0.30 0.14 0.67 2 943 2 0 1 1 12
RFA_00716 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00717 0.30 0.21 0.43 3 896 4 0 4 0 11
RFA_00730 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00731 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00733 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00734 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00736 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00737 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00745 0.91 0.83 1.00 10 936 0 0 0 0 2
RFA_00749 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00758 0.86 0.75 1.00 9 894 0 0 0 0 3
RFA_00762 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00763 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00764 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00765 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00769 0.71 0.50 1.00 9 1944 0 0 0 0 9
RFA_00770 0.71 0.50 1.00 9 2007 0 0 0 0 9
RFA_00773 0.00 0.00 0.00 0 1949 4 0 4 0 18
RFA_00779 0.71 0.50 1.00 9 1944 0 0 0 0 9
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.95 0.91 1.00 29 5021 0 0 0 0 3
RFA_00791 0.92 0.88 0.97 28 5122 1 0 1 0 4
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.95 0.91 1.00 29 5021 0 0 0 0 3
RFA_00808 0.68 0.56 0.82 9 2005 2 0 2 0 7
RFA_00809 0.41 0.38 0.46 6 2132 7 1 6 0 10
RFA_00814 0.68 0.51 0.91 21 25177 2 0 2 0 20
RFA_00815 0.68 0.51 0.91 21 24508 2 0 2 0 20
RFA_00816 0.68 0.51 0.91 21 23197 2 0 2 0 20
RFA_00817 0.68 0.56 0.82 23 21917 5 0 5 0 18
RFA_00818 0.60 0.49 0.74 20 20274 8 1 6 1 21
RFA_00819 0.62 0.51 0.75 21 27938 7 0 7 0 20
SRP_00016 0.54 0.35 0.83 38 47849 8 0 8 0 71
SRP_00130 0.50 0.32 0.78 31 49730 10 1 8 1 66
SRP_00142 0.46 0.37 0.58 34 45997 26 1 24 1 59
SRP_00143 0.50 0.30 0.86 30 49735 5 0 5 0 71
SRP_00144 0.54 0.37 0.80 35 46621 11 0 9 2 59
SRP_00197 0.46 0.26 0.84 26 49424 5 0 5 0 75
SRP_00198 0.56 0.37 0.84 38 50995 7 0 7 0 65
SRP_00199 0.54 0.35 0.82 37 50995 8 0 8 0 68
SRP_00201 0.54 0.35 0.83 39 47848 8 0 8 0 72
SRP_00202 0.43 0.21 0.86 25 54256 4 0 4 0 92
SRP_00203 0.51 0.34 0.77 36 48781 12 0 11 1 69
SRP_00204 0.52 0.34 0.80 35 49097 9 1 8 0 67
SRP_00206 0.55 0.36 0.83 39 47848 8 0 8 0 69
SRP_00208 0.52 0.33 0.83 33 46625 7 1 6 0 68
SRP_00255 0.49 0.27 0.89 25 47558 3 0 3 0 69
SRP_00276 0.51 0.33 0.80 36 50676 9 0 9 0 74
SRP_00278 0.52 0.33 0.81 35 46013 8 0 8 0 70
SRP_00321 0.42 0.21 0.82 23 47558 5 1 4 0 85
SRP_00322 0.52 0.33 0.82 36 48472 8 0 8 0 73
SRP_00323 0.54 0.34 0.88 36 47237 5 0 5 0 71
SRP_00330 0.44 0.23 0.85 22 50060 5 0 4 1 73
SRP_00332 0.44 0.25 0.75 27 50367 9 0 9 0 79
SRP_00339 0.56 0.39 0.79 37 44504 10 2 8 0 57

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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.