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

  1. Overview

  2. Performance Plots

  3. Performance of CentroidFold - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidFold CMfinder(seed)
MCC 0.671 > 0.486
Average MCC ± 95% Confidence Intervals 0.583 ± 0.053 > 0.505 ± 0.044
Sensitivity 0.617 > 0.312
Positive Predictive Value 0.730 < 0.757
Total TP 3764 > 1905
Total TN 2878593 < 2881233
Total FP 1842 > 688
Total FP CONTRA 238 > 40
Total FP INCONS 1155 > 572
Total FP COMP 449 > 76
Total FN 2333 < 4192
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidFold 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 CentroidFold 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 CentroidFold and CMfinder(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidFold 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 CentroidFold and CMfinder(seed)).

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Performance of CentroidFold - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 3764
Total TN 2878593
Total FP 1842
Total FP CONTRA 238
Total FP INCONS 1155
Total FP COMP 449
Total FN 2333
Total Scores
MCC 0.671
Average MCC ± 95% Confidence Intervals 0.583 ± 0.053
Sensitivity 0.617
Positive Predictive Value 0.730
Nr of predictions 129

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2. Individual counts for CentroidFold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00013 0.45 0.32 0.63 37 103681 42 7 15 20 78
CRW_00016 0.74 0.66 0.84 79 77327 27 0 15 12 41
CRW_00610 0.57 0.52 0.63 42 36248 26 7 18 1 39
CRW_00613 0.78 0.72 0.85 56 34914 17 1 9 7 22
CRW_00614 0.23 0.23 0.24 13 121716 103 6 36 61 44
CRW_00618 0.23 0.21 0.24 13 56226 58 6 35 17 48
CRW_00633 0.65 0.56 0.77 59 63469 20 2 16 2 47
CRW_00634 0.53 0.47 0.59 44 64546 31 11 19 1 50
CRW_00670 0.77 0.63 0.93 76 70043 6 0 6 0 44
CRW_00671 0.71 0.64 0.78 75 62739 23 1 20 2 42
CRW_00672 0.58 0.49 0.70 54 72313 26 7 16 3 57
CRW_00674 0.71 0.63 0.80 78 83339 24 5 14 5 46
CRW_00676 0.47 0.46 0.48 53 93418 61 14 43 4 62
CRW_00692 0.49 0.44 0.53 40 68560 36 15 20 1 50
PDB_00005 0.88 0.79 1.00 11 935 0 0 0 0 3
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.94 0.88 1.00 36 5014 0 0 0 0 5
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.33 0.30 0.37 7 2682 13 0 12 1 16
PDB_00810 0.70 0.59 0.83 10 1069 3 0 2 1 7
PDB_00827 0.71 0.54 0.94 44 26981 5 0 3 2 37
PDB_01050 0.96 0.92 1.00 12 618 2 0 0 2 1
PDB_01051 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01092 0.71 0.63 0.80 33 10112 10 1 7 2 19
PDB_01152 0.96 0.93 1.00 13 548 0 0 0 0 1
RFA_00603 0.66 0.57 0.77 20 13504 6 4 2 0 15
RFA_00604 0.72 0.74 0.70 26 13493 23 2 9 12 9
RFA_00605 0.36 0.31 0.42 11 15199 25 2 13 10 24
RFA_00606 0.57 0.51 0.63 20 21289 21 7 5 9 19
RFA_00607 0.88 0.81 0.97 29 17736 9 0 1 8 7
RFA_00609 0.78 0.78 0.78 29 17918 21 2 6 13 8
RFA_00610 0.89 0.84 0.94 31 17172 15 0 2 13 6
RFA_00611 0.85 0.74 0.96 26 13014 1 0 1 0 9
RFA_00613 0.34 0.20 0.58 7 12868 5 4 1 0 28
RFA_00615 0.66 0.57 0.77 20 13340 6 4 2 0 15
RFA_00620 0.68 0.56 0.81 22 21918 20 0 5 15 17
RFA_00626 0.90 0.86 0.95 75 56537 20 0 4 16 12
RFA_00627 0.87 0.82 0.93 71 56877 18 0 5 13 16
RFA_00628 0.90 0.86 0.94 74 57212 20 0 5 15 12
RFA_00630 0.80 0.76 0.85 66 56875 25 0 12 13 21
RFA_00632 0.67 0.61 0.74 17 4072 6 1 5 0 11
RFA_00636 0.64 0.64 0.64 18 3977 10 4 6 0 10
RFA_00639 0.61 0.55 0.69 48 54545 29 3 19 7 39
RFA_00642 0.00 0.00 0.00 0 2926 0 0 0 0 18
RFA_00643 0.00 0.00 0.00 0 2205 6 0 6 0 18
RFA_00644 0.00 0.00 0.00 0 2700 1 0 1 0 18
RFA_00645 -0.01 0.00 0.00 0 2404 11 2 9 0 18
RFA_00649 0.00 0.00 0.00 0 2139 6 5 1 0 18
RFA_00651 0.21 0.11 0.40 2 2075 3 0 3 0 16
RFA_00653 -0.01 0.00 0.00 0 2134 11 2 9 0 18
RFA_00654 -0.01 0.00 0.00 0 2401 14 2 12 0 18
RFA_00658 0.59 0.50 0.70 7 1118 5 0 3 2 7
RFA_00659 -0.01 0.00 0.00 0 1120 10 1 7 2 14
RFA_00664 -0.01 0.00 0.00 0 981 10 0 9 1 14
RFA_00667 0.29 0.29 0.31 4 977 10 1 8 1 10
RFA_00668 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 0.42 0.36 0.50 5 1118 6 0 5 1 9
RFA_00674 0.09 0.07 0.14 1 1121 6 0 6 0 13
RFA_00675 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00677 0.59 0.57 0.62 8 977 7 0 5 2 6
RFA_00678 0.53 0.29 1.00 4 942 0 0 0 0 10
RFA_00680 0.74 0.71 0.77 10 1115 6 0 3 3 4
RFA_00684 0.66 0.64 0.69 9 977 5 0 4 1 5
RFA_00685 0.35 0.21 0.60 3 985 2 0 2 0 11
RFA_00704 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00705 0.74 0.71 0.77 10 1022 4 0 3 1 4
RFA_00706 0.35 0.21 0.60 3 1030 2 0 2 0 11
RFA_00707 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00708 0.40 0.29 0.57 4 1028 3 0 3 0 10
RFA_00709 -0.01 0.00 0.00 0 982 9 0 8 1 14
RFA_00710 -0.01 0.00 0.00 0 984 6 0 6 0 14
RFA_00711 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00715 -0.01 0.00 0.00 0 937 9 0 9 0 14
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 0.63 0.58 0.70 7 893 5 0 3 2 5
RFA_00731 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00733 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00734 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00736 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00737 0.78 0.75 0.82 9 892 4 0 2 2 3
RFA_00745 0.60 0.58 0.64 7 935 6 1 3 2 5
RFA_00749 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00758 0.86 0.75 1.00 9 894 1 0 0 1 3
RFA_00762 0.64 0.67 0.62 8 890 6 1 4 1 4
RFA_00763 0.78 0.75 0.82 9 892 4 0 2 2 3
RFA_00764 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00765 0.78 0.75 0.82 9 892 4 0 2 2 3
RFA_00769 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00770 0.64 0.50 0.82 9 2005 4 0 2 2 9
RFA_00773 0.71 0.56 0.91 10 1942 3 1 0 2 8
RFA_00779 0.68 0.56 0.83 10 1941 2 0 2 0 8
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.47 0.41 0.54 13 5026 11 1 10 0 19
RFA_00791 0.90 0.88 0.93 28 5121 3 1 1 1 4
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.81 0.78 0.83 25 5020 6 0 5 1 7
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.43 0.38 0.50 6 2133 6 0 6 0 10
RFA_00814 0.70 0.51 0.95 21 25178 6 0 1 5 20
RFA_00815 0.61 0.61 0.61 25 24490 22 1 15 6 16
RFA_00816 0.75 0.73 0.77 30 23181 14 8 1 5 11
RFA_00817 0.13 0.12 0.14 5 21909 31 9 22 0 36
RFA_00818 0.54 0.54 0.54 22 20260 26 11 8 7 19
RFA_00819 0.49 0.37 0.65 15 27943 23 0 8 15 26
SRP_00016 0.91 0.89 0.93 97 47791 9 0 7 2 12
SRP_00130 0.68 0.67 0.68 65 49675 35 4 26 5 32
SRP_00142 0.54 0.54 0.55 50 45965 43 5 36 2 43
SRP_00143 0.75 0.74 0.76 75 49671 31 1 23 7 26
SRP_00144 0.72 0.71 0.73 67 46573 32 1 24 7 27
SRP_00197 0.36 0.28 0.46 28 49394 33 7 26 0 73
SRP_00198 0.43 0.38 0.48 39 50959 43 2 40 1 64
SRP_00199 0.60 0.54 0.67 57 50955 29 3 25 1 48
SRP_00201 0.85 0.84 0.87 93 47788 16 5 9 2 18
SRP_00202 0.90 0.88 0.91 103 54172 11 0 10 1 14
SRP_00203 0.73 0.74 0.71 78 48718 41 2 30 9 27
SRP_00204 0.72 0.72 0.72 73 49039 30 6 23 1 29
SRP_00206 0.85 0.86 0.85 93 47785 19 6 11 2 15
SRP_00208 0.85 0.85 0.84 86 46563 18 3 13 2 15
SRP_00255 0.80 0.81 0.78 76 47489 26 2 19 5 18
SRP_00276 0.87 0.86 0.87 95 50612 16 5 9 2 15
SRP_00278 0.75 0.74 0.75 78 45952 28 4 22 2 27
SRP_00321 0.69 0.70 0.68 76 47475 37 3 32 2 32
SRP_00322 0.89 0.90 0.89 98 48406 14 0 12 2 11
SRP_00323 0.94 0.94 0.94 101 47171 9 0 6 3 6
SRP_00330 0.75 0.75 0.76 71 49993 28 1 21 6 24
SRP_00332 0.70 0.72 0.68 76 50292 36 8 27 1 30
SRP_00339 0.68 0.68 0.67 64 44456 36 4 27 5 30

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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.