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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidAlifold(seed) - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidAlifold(seed) CMfinder(seed)
MCC 0.766 > 0.486
Average MCC ± 95% Confidence Intervals 0.744 ± 0.043 > 0.505 ± 0.044
Sensitivity 0.635 > 0.312
Positive Predictive Value 0.925 > 0.757
Total TP 3870 > 1905
Total TN 2879566 < 2881233
Total FP 615 < 688
Total FP CONTRA 28 < 40
Total FP INCONS 286 < 572
Total FP COMP 301 > 76
Total FN 2227 < 4192
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of CentroidAlifold(seed) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 3870
Total TN 2879566
Total FP 615
Total FP CONTRA 28
Total FP INCONS 286
Total FP COMP 301
Total FN 2227
Total Scores
MCC 0.766
Average MCC ± 95% Confidence Intervals 0.744 ± 0.043
Sensitivity 0.635
Positive Predictive Value 0.925
Nr of predictions 129

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2. Individual counts for CentroidAlifold(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 0.21 0.65 24 103703 17 1 12 4 91
CRW_00016 0.36 0.20 0.65 24 77384 16 1 12 3 96
CRW_00610 0.51 0.33 0.77 27 36280 11 1 7 3 54
CRW_00613 0.48 0.32 0.71 25 34945 14 0 10 4 53
CRW_00614 0.43 0.30 0.63 17 121744 16 2 8 6 40
CRW_00618 0.41 0.28 0.61 17 56252 12 3 8 1 44
CRW_00633 0.31 0.17 0.58 18 63515 14 2 11 1 88
CRW_00634 0.35 0.20 0.61 19 64589 20 1 11 8 75
CRW_00670 0.49 0.28 0.89 33 70088 8 0 4 4 87
CRW_00671 0.50 0.28 0.89 33 62798 8 0 4 4 84
CRW_00672 0.51 0.30 0.89 33 72353 8 0 4 4 78
CRW_00674 0.29 0.16 0.54 20 83399 20 6 11 3 104
CRW_00676 0.35 0.17 0.69 20 93499 20 0 9 11 95
CRW_00692 0.39 0.22 0.69 20 68606 20 0 9 11 70
PDB_00005 0.80 0.64 1.00 9 937 0 0 0 0 5
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 0.95 0.91 1.00 10 455 0 0 0 0 1
PDB_00716 0.75 0.61 0.93 14 2686 1 0 1 0 9
PDB_00810 0.87 0.76 1.00 13 1068 1 0 0 1 4
PDB_00827 0.58 0.40 0.84 32 26990 6 1 5 0 49
PDB_01050 0.68 0.46 1.00 6 624 2 0 0 2 7
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.72 0.58 0.91 30 10120 4 0 3 1 22
PDB_01152 0.80 0.64 1.00 9 552 0 0 0 0 5
RFA_00603 0.96 0.91 1.00 32 13498 0 0 0 0 3
RFA_00604 0.97 0.94 1.00 33 13497 0 0 0 0 2
RFA_00605 0.97 0.94 1.00 33 15192 0 0 0 0 2
RFA_00606 0.91 0.82 1.00 32 21289 0 0 0 0 7
RFA_00607 0.94 0.89 1.00 32 17734 0 0 0 0 4
RFA_00609 0.93 0.86 1.00 32 17923 0 0 0 0 5
RFA_00610 0.93 0.86 1.00 32 17173 0 0 0 0 5
RFA_00611 0.96 0.91 1.00 32 13009 0 0 0 0 3
RFA_00613 0.97 0.94 1.00 33 12847 0 0 0 0 2
RFA_00615 0.85 0.80 0.90 28 13335 3 0 3 0 7
RFA_00620 0.91 0.82 1.00 32 21913 0 0 0 0 7
RFA_00626 0.98 0.95 1.00 83 56533 8 0 0 8 4
RFA_00627 0.98 0.97 1.00 84 56869 10 0 0 10 3
RFA_00628 0.98 0.95 1.00 82 57209 12 0 0 12 4
RFA_00630 0.93 0.90 0.96 78 56872 16 0 3 13 9
RFA_00632 0.74 0.64 0.86 18 4074 3 2 1 0 10
RFA_00636 0.78 0.68 0.90 19 3984 2 2 0 0 9
RFA_00639 0.67 0.48 0.93 42 54570 3 0 3 0 45
RFA_00642 0.41 0.17 1.00 3 2923 0 0 0 0 15
RFA_00643 0.00 0.00 0.00 0 2211 0 0 0 0 18
RFA_00644 0.00 0.00 0.00 0 2701 0 0 0 0 18
RFA_00645 0.23 0.06 1.00 1 2414 0 0 0 0 17
RFA_00649 0.00 0.00 0.00 0 2145 0 0 0 0 18
RFA_00651 0.00 0.00 0.00 0 2080 0 0 0 0 18
RFA_00653 0.33 0.11 1.00 2 2143 0 0 0 0 16
RFA_00654 0.00 0.00 0.00 0 2415 0 0 0 0 18
RFA_00658 0.71 0.57 0.89 8 1119 2 0 1 1 6
RFA_00659 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00664 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00667 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00668 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00672 0.78 0.62 1.00 8 895 0 0 0 0 5
RFA_00673 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00674 0.60 0.43 0.86 6 1121 1 0 1 0 8
RFA_00675 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00677 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00678 0.65 0.43 1.00 6 940 0 0 0 0 8
RFA_00680 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00684 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00685 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00704 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00705 0.76 0.64 0.90 9 1025 2 0 1 1 5
RFA_00706 0.65 0.43 1.00 6 1029 0 0 0 0 8
RFA_00707 0.65 0.43 1.00 6 1029 0 0 0 0 8
RFA_00708 0.71 0.57 0.89 8 1026 2 0 1 1 6
RFA_00709 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00710 0.72 0.64 0.82 9 979 3 0 2 1 5
RFA_00711 0.65 0.43 1.00 6 1029 0 0 0 0 8
RFA_00715 0.65 0.43 1.00 6 940 0 0 0 0 8
RFA_00716 0.65 0.43 1.00 6 940 0 0 0 0 8
RFA_00717 0.75 0.57 1.00 8 895 0 0 0 0 6
RFA_00730 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00731 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00733 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00734 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00736 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00737 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00745 1.00 1.00 1.00 12 934 2 0 0 2 0
RFA_00749 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00758 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00762 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00763 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00764 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00765 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00769 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00770 0.74 0.56 1.00 10 2006 0 0 0 0 8
RFA_00773 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00791 0.97 0.94 1.00 30 5121 0 0 0 0 2
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00808 0.65 0.56 0.75 9 2004 3 1 2 0 7
RFA_00809 0.43 0.38 0.50 6 2133 6 0 6 0 10
RFA_00814 0.91 0.83 1.00 34 25166 1 0 0 1 7
RFA_00815 0.94 0.88 1.00 36 24495 1 0 0 1 5
RFA_00816 0.94 0.88 1.00 36 23184 1 0 0 1 5
RFA_00817 0.92 0.85 1.00 35 21910 1 0 0 1 6
RFA_00818 0.94 0.88 1.00 36 20265 1 0 0 1 5
RFA_00819 0.94 0.88 1.00 36 27930 1 0 0 1 5
SRP_00016 0.89 0.81 0.98 88 47805 6 0 2 4 21
SRP_00130 0.76 0.69 0.83 67 49689 25 1 13 11 30
SRP_00142 0.89 0.84 0.94 78 45973 13 0 5 8 15
SRP_00143 0.81 0.76 0.87 77 49681 21 0 12 9 24
SRP_00144 0.89 0.84 0.94 79 46581 14 0 5 9 15
SRP_00197 0.90 0.83 0.97 84 49368 12 0 3 9 17
SRP_00198 0.90 0.83 0.97 86 50951 11 0 3 8 17
SRP_00199 0.87 0.81 0.93 85 50949 12 0 6 6 20
SRP_00201 0.88 0.80 0.97 89 47803 4 0 3 1 22
SRP_00202 0.86 0.76 0.97 89 54193 7 0 3 4 28
SRP_00203 0.76 0.70 0.84 73 48741 18 0 14 4 32
SRP_00204 0.86 0.79 0.94 81 49055 13 0 5 8 21
SRP_00206 0.90 0.82 0.98 89 47804 5 0 2 3 19
SRP_00208 0.87 0.79 0.96 80 46582 12 0 3 9 21
SRP_00255 0.78 0.73 0.82 69 47502 25 1 14 10 25
SRP_00276 0.89 0.82 0.98 90 50629 6 0 2 4 20
SRP_00278 0.83 0.74 0.92 78 45971 10 0 7 3 27
SRP_00321 0.87 0.80 0.96 86 47496 8 1 3 4 22
SRP_00322 0.83 0.74 0.93 81 48429 10 0 6 4 28
SRP_00323 0.89 0.81 0.98 87 47189 7 0 2 5 20
SRP_00330 0.82 0.76 0.88 72 50004 21 1 9 11 23
SRP_00332 0.91 0.84 0.98 89 50312 6 0 2 4 17
SRP_00339 0.81 0.74 0.88 70 44471 17 1 9 7 24

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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.