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

  1. Overview

  2. Performance Plots

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

  4. Performance of Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for CMfinder(seed) & Vsfold4 [.zip] - may take several seconds...


Overview

Metric CMfinder(seed) Vsfold4
MCC 0.488 > 0.303
Average MCC ± 95% Confidence Intervals 0.506 ± 0.044 > 0.339 ± 0.044
Sensitivity 0.316 > 0.277
Positive Predictive Value 0.755 > 0.334
Total TP 1875 > 1641
Total TN 2655754 > 2653331
Total FP 679 < 3527
Total FP CONTRA 40 < 420
Total FP INCONS 570 < 2847
Total FP COMP 69 < 260
Total FN 4050 < 4284
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CMfinder(seed) and Vsfold4. 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 CMfinder(seed) and Vsfold4).

  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 CMfinder(seed) and Vsfold4).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CMfinder(seed) and Vsfold4. 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 CMfinder(seed) and Vsfold4).

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

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

Total Base Pair Counts
Total TP 1875
Total TN 2655754
Total FP 679
Total FP CONTRA 40
Total FP INCONS 570
Total FP COMP 69
Total FN 4050
Total Scores
MCC 0.488
Average MCC ± 95% Confidence Intervals 0.506 ± 0.044
Sensitivity 0.316
Positive Predictive Value 0.755
Nr of predictions 127

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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_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_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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Performance of Vsfold4 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 1641
Total TN 2653331
Total FP 3527
Total FP CONTRA 420
Total FP INCONS 2847
Total FP COMP 260
Total FN 4284
Total Scores
MCC 0.303
Average MCC ± 95% Confidence Intervals 0.339 ± 0.044
Sensitivity 0.277
Positive Predictive Value 0.334
Nr of predictions 127

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2. Individual counts for Vsfold4 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_00016 0.53 0.46 0.61 55 77331 44 4 31 9 65
CRW_00610 0.40 0.36 0.46 29 36252 37 5 29 3 52
CRW_00613 0.48 0.42 0.54 33 34919 34 2 26 6 45
CRW_00618 0.33 0.31 0.35 19 56225 57 6 30 21 42
CRW_00633 0.38 0.35 0.42 37 63457 52 6 46 0 69
CRW_00634 0.29 0.28 0.30 26 64533 68 8 53 7 68
CRW_00670 0.37 0.34 0.41 41 70025 60 3 56 1 79
CRW_00671 0.55 0.50 0.60 59 62736 40 2 38 0 58
CRW_00672 0.30 0.29 0.32 32 72291 71 14 53 4 79
CRW_00674 0.29 0.26 0.33 32 83339 67 8 57 2 92
CRW_00676 0.34 0.34 0.34 39 93413 80 20 56 4 76
CRW_00692 0.26 0.24 0.28 22 68555 62 20 38 4 68
PDB_00005 0.84 0.71 1.00 10 936 0 0 0 0 4
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.46 0.41 0.52 17 5017 16 0 16 0 24
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.17 0.17 0.18 4 2679 19 0 18 1 19
PDB_00810 0.45 0.35 0.60 6 1071 4 2 2 0 11
PDB_00827 0.65 0.54 0.79 44 26972 13 0 12 1 37
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01051 0.36 0.38 0.36 5 889 9 2 7 0 8
PDB_01092 0.66 0.58 0.77 30 10114 10 2 7 1 22
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00603 0.30 0.29 0.32 10 13499 21 5 16 0 25
RFA_00604 0.52 0.49 0.57 17 13500 18 8 5 5 18
RFA_00605 0.19 0.17 0.22 6 15198 33 3 18 12 29
RFA_00606 0.34 0.36 0.33 14 21278 40 5 24 11 25
RFA_00607 0.61 0.56 0.67 20 17736 23 2 8 13 16
RFA_00609 0.56 0.59 0.54 22 17914 27 4 15 8 15
RFA_00610 0.64 0.65 0.63 24 17167 23 2 12 9 13
RFA_00611 0.56 0.54 0.58 19 13008 17 3 11 3 16
RFA_00613 0.27 0.26 0.29 9 12849 25 5 17 3 26
RFA_00615 0.31 0.29 0.34 10 13337 19 7 12 0 25
RFA_00620 0.22 0.23 0.21 9 21903 40 11 22 7 30
RFA_00626 0.20 0.18 0.22 16 56543 61 11 46 4 71
RFA_00627 0.23 0.22 0.24 19 56874 63 13 47 3 68
RFA_00628 0.24 0.22 0.26 19 57218 64 8 46 10 67
RFA_00630 0.30 0.29 0.32 25 56875 58 3 50 5 62
RFA_00632 0.36 0.36 0.37 10 4068 17 3 14 0 18
RFA_00636 0.58 0.57 0.59 16 3978 11 1 10 0 12
RFA_00639 0.23 0.22 0.24 19 54537 63 12 47 4 68
RFA_00642 0.00 0.00 0.00 0 2915 11 1 10 0 18
RFA_00643 0.45 0.39 0.54 7 2198 6 0 6 0 11
RFA_00644 0.22 0.22 0.22 4 2683 14 1 13 0 14
RFA_00645 -0.01 0.00 0.00 0 2404 11 0 11 0 18
RFA_00649 -0.01 0.00 0.00 0 2130 15 1 14 0 18
RFA_00651 0.41 0.39 0.44 7 2064 9 1 8 0 11
RFA_00653 -0.01 0.00 0.00 0 2134 11 0 11 0 18
RFA_00654 0.54 0.44 0.67 8 2403 5 1 3 1 10
RFA_00658 0.40 0.29 0.57 4 1121 5 0 3 2 10
RFA_00659 -0.01 0.00 0.00 0 1122 8 0 6 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.22 0.21 0.25 3 978 10 1 8 1 11
RFA_00668 0.40 0.36 0.45 5 979 6 0 6 0 9
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00674 -0.01 0.00 0.00 0 1118 10 0 10 0 14
RFA_00675 -0.01 0.00 0.00 0 981 9 1 8 0 14
RFA_00677 0.64 0.57 0.73 8 979 5 0 3 2 6
RFA_00678 0.32 0.21 0.50 3 940 3 0 3 0 11
RFA_00680 0.69 0.64 0.75 9 1116 6 0 3 3 5
RFA_00684 0.75 0.57 1.00 8 982 1 0 0 1 6
RFA_00685 0.35 0.29 0.44 4 981 6 0 5 1 10
RFA_00704 -0.01 0.00 0.00 0 983 8 0 7 1 14
RFA_00705 0.69 0.64 0.75 9 1023 4 0 3 1 5
RFA_00706 -0.01 0.00 0.00 0 1024 11 2 9 0 14
RFA_00707 0.31 0.29 0.36 4 1024 7 0 7 0 10
RFA_00708 0.40 0.29 0.57 4 1028 4 0 3 1 10
RFA_00709 -0.01 0.00 0.00 0 985 6 0 5 1 14
RFA_00710 -0.01 0.00 0.00 0 980 10 0 10 0 14
RFA_00711 -0.01 0.00 0.00 0 1026 9 0 9 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 0 936 10 0 10 0 14
RFA_00717 0.39 0.36 0.45 5 892 6 0 6 0 9
RFA_00730 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00731 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.34 0.33 0.36 4 892 7 2 5 0 8
RFA_00736 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00737 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00745 -0.01 0.00 0.00 0 941 5 1 4 0 12
RFA_00749 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00758 -0.01 0.00 0.00 0 898 5 0 5 0 12
RFA_00762 0.39 0.42 0.38 5 890 8 2 6 0 7
RFA_00763 0.64 0.42 1.00 5 898 0 0 0 0 7
RFA_00764 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00765 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00769 0.50 0.50 0.50 9 1935 9 4 5 0 9
RFA_00770 -0.01 0.00 0.00 0 2003 15 2 11 2 18
RFA_00773 -0.01 0.00 0.00 0 1936 19 1 16 2 18
RFA_00779 0.65 0.56 0.77 10 1940 3 2 1 0 8
RFA_00781 0.56 0.53 0.59 17 5021 12 1 11 0 15
RFA_00786 0.39 0.34 0.44 11 5025 14 1 13 0 21
RFA_00791 0.41 0.34 0.50 11 5129 11 1 10 0 21
RFA_00792 0.57 0.53 0.61 17 5022 11 0 11 0 15
RFA_00801 0.53 0.50 0.57 16 5022 12 2 10 0 16
RFA_00808 0.62 0.56 0.69 9 2003 4 3 1 0 7
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
RFA_00814 0.41 0.39 0.43 16 25163 33 3 18 12 25
RFA_00815 0.11 0.12 0.10 5 24483 47 6 37 4 36
RFA_00816 0.12 0.12 0.13 5 23181 42 9 25 8 36
RFA_00817 0.11 0.12 0.11 5 21898 42 16 26 0 36
RFA_00818 0.00 0.00 0.00 0 20265 46 10 26 10 41
RFA_00819 0.20 0.20 0.21 8 27928 45 6 24 15 33
SRP_00016 0.15 0.13 0.18 14 47816 66 1 64 1 95
SRP_00130 0.10 0.09 0.12 9 49695 67 7 59 1 88
SRP_00142 0.25 0.24 0.26 22 45971 65 6 57 2 71
SRP_00143 0.21 0.20 0.24 20 49685 65 3 62 0 81
SRP_00144 0.18 0.17 0.20 16 46584 67 5 60 2 78
SRP_00197 0.08 0.07 0.09 7 49377 71 8 63 0 94
SRP_00198 0.00 0.00 0.00 0 50960 80 8 72 0 103
SRP_00199 0.16 0.15 0.18 16 50949 75 5 70 0 89
SRP_00201 0.29 0.26 0.32 29 47805 62 5 56 1 82
SRP_00202 0.58 0.56 0.61 65 54179 41 3 38 0 52
SRP_00203 0.28 0.28 0.30 29 48730 70 6 63 1 76
SRP_00204 0.00 0.00 0.00 0 49070 72 8 63 1 102
SRP_00206 0.36 0.31 0.41 34 47812 49 3 46 0 74
SRP_00208 0.29 0.25 0.33 25 46590 51 5 45 1 76
SRP_00255 0.21 0.21 0.22 20 47495 71 10 61 0 74
SRP_00276 0.14 0.13 0.16 14 50632 75 9 66 0 96
SRP_00278 0.13 0.12 0.14 13 45965 78 5 73 0 92
SRP_00321 0.24 0.20 0.28 22 47506 59 6 52 1 86
SRP_00322 0.18 0.17 0.19 18 48423 75 5 70 0 91
SRP_00323 0.64 0.59 0.71 63 47189 28 1 25 2 44
SRP_00330 0.09 0.08 0.10 8 50005 73 8 65 0 87
SRP_00332 0.23 0.21 0.25 22 50316 66 2 63 1 84
SRP_00339 0.18 0.17 0.19 16 44467 68 9 59 0 78

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