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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Murlet(seed) Vsfold4
MCC 0.519 > 0.290
Average MCC ± 95% Confidence Intervals 0.389 ± 0.066 > 0.345 ± 0.052
Sensitivity 0.322 > 0.266
Positive Predictive Value 0.839 > 0.320
Total TP 1315 > 1087
Total TN 1508018 > 1506184
Total FP 308 < 2552
Total FP CONTRA 9 < 328
Total FP INCONS 243 < 1986
Total FP COMP 56 < 238
Total FN 2765 < 2993
P-value 3.56938820447e-08

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 1315
Total TN 1508018
Total FP 308
Total FP CONTRA 9
Total FP INCONS 243
Total FP COMP 56
Total FN 2765
Total Scores
MCC 0.519
Average MCC ± 95% Confidence Intervals 0.389 ± 0.066
Sensitivity 0.322
Positive Predictive Value 0.839
Nr of predictions 120

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.53 0.29 1.00 4 942 2 0 0 2 10
PDB_00012 0.65 0.43 1.00 3 403 0 0 0 0 4
PDB_00213 0.73 0.59 0.92 24 5024 2 0 2 0 17
PDB_00553 0.45 0.27 0.75 3 461 1 0 1 0 8
PDB_00716 0.23 0.13 0.43 3 2694 4 0 4 0 20
PDB_00810 0.63 0.53 0.75 9 1069 3 0 3 0 8
PDB_01050 0.55 0.31 1.00 4 626 1 0 0 1 9
PDB_01051 0.00 0.00 0.00 0 903 0 0 0 0 13
PDB_01092 0.69 0.48 1.00 25 10128 0 0 0 0 27
PDB_01152 0.76 0.64 0.90 9 551 1 0 1 0 5
RFA_00390 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00416 0.00 0.00 0.00 0 1485 0 0 0 0 15
RFA_00433 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00587 0.00 0.00 0.00 0 4851 0 0 0 0 15
RFA_00603 0.00 0.00 0.00 0 13530 0 0 0 0 35
RFA_00604 0.00 0.00 0.00 0 13530 0 0 0 0 35
RFA_00605 0.00 0.00 0.00 0 15225 0 0 0 0 35
RFA_00606 0.00 0.00 0.00 0 21321 0 0 0 0 39
RFA_00607 0.00 0.00 0.00 0 17766 0 0 0 0 36
RFA_00609 0.00 0.00 0.00 0 17955 0 0 0 0 37
RFA_00610 0.00 0.00 0.00 0 17205 0 0 0 0 37
RFA_00611 0.00 0.00 0.00 0 13041 0 0 0 0 35
RFA_00613 0.00 0.00 0.00 0 12880 0 0 0 0 35
RFA_00615 0.00 0.00 0.00 0 13366 0 0 0 0 35
RFA_00620 0.00 0.00 0.00 0 21945 0 0 0 0 39
RFA_00626 0.81 0.66 1.00 57 56559 4 0 0 4 30
RFA_00627 0.84 0.70 1.00 61 56892 5 0 0 5 26
RFA_00628 0.83 0.69 1.00 59 57232 8 0 0 8 27
RFA_00630 0.82 0.67 1.00 58 56895 4 0 0 4 29
RFA_00632 0.21 0.11 0.43 3 4088 4 0 4 0 25
RFA_00636 0.21 0.11 0.43 3 3998 4 0 4 0 25
RFA_00639 0.21 0.11 0.40 10 54590 15 4 11 0 77
RFA_00642 0.57 0.44 0.73 8 2915 3 0 3 0 10
RFA_00643 -0.01 0.00 0.00 0 2203 8 0 8 0 18
RFA_00644 0.42 0.33 0.55 6 2690 5 0 5 0 12
RFA_00645 0.00 0.00 0.00 0 2407 8 0 8 0 18
RFA_00649 -0.01 0.00 0.00 0 2137 8 0 8 0 18
RFA_00651 0.42 0.33 0.55 6 2069 5 0 5 0 12
RFA_00653 -0.01 0.00 0.00 0 2137 8 0 8 0 18
RFA_00654 0.57 0.44 0.73 8 2404 3 0 3 0 10
RFA_00658 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00659 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00664 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00667 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00668 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00672 0.00 0.00 0.00 0 903 0 0 0 0 13
RFA_00673 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00674 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00675 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00677 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00678 0.00 0.00 0.00 0 946 0 0 0 0 14
RFA_00680 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00684 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00685 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00695 0.00 0.00 0.00 0 7021 0 0 0 0 14
RFA_00703 0.00 0.00 0.00 0 4278 0 0 0 0 14
RFA_00704 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00705 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00706 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00707 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00708 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00709 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00710 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00711 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00715 0.00 0.00 0.00 0 946 0 0 0 0 14
RFA_00716 0.00 0.00 0.00 0 946 0 0 0 0 14
RFA_00717 0.00 0.00 0.00 0 903 0 0 0 0 14
RFA_00730 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00731 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00733 1.00 1.00 1.00 12 891 0 0 0 0 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 0 0 0 0 0
RFA_00737 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00745 1.00 1.00 1.00 12 934 0 0 0 0 0
RFA_00749 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00758 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00762 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00763 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00764 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00765 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00767 0.47 0.33 0.67 6 1882 3 0 3 0 12
RFA_00768 0.41 0.28 0.63 5 1883 3 0 3 0 13
RFA_00769 0.57 0.44 0.73 8 1942 3 0 3 0 10
RFA_00770 0.57 0.44 0.73 8 2005 3 0 3 0 10
RFA_00773 0.41 0.28 0.63 5 1945 3 0 3 0 13
RFA_00779 0.47 0.33 0.67 6 1944 3 0 3 0 12
RFA_00781 0.83 0.75 0.92 24 5024 2 0 2 0 8
RFA_00786 0.83 0.75 0.92 24 5024 2 0 2 0 8
RFA_00791 0.83 0.75 0.92 24 5125 2 0 2 0 8
RFA_00792 0.83 0.75 0.92 24 5024 2 0 2 0 8
RFA_00801 0.80 0.72 0.88 23 5024 3 0 3 0 9
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.50 0.38 0.67 6 2136 3 0 3 0 10
RFA_00814 0.75 0.63 0.90 26 25171 4 0 3 1 15
RFA_00815 0.83 0.68 1.00 28 24503 1 0 0 1 13
RFA_00816 0.75 0.63 0.90 26 23191 4 0 3 1 15
RFA_00817 0.83 0.68 1.00 28 21917 1 0 0 1 13
RFA_00818 0.83 0.68 1.00 28 20273 1 0 0 1 13
RFA_00819 0.83 0.68 1.00 28 27938 0 0 0 0 13
SRP_00079 0.54 0.33 0.88 29 41872 6 0 4 2 59
SRP_00124 0.15 0.09 0.24 8 37094 27 3 23 1 77
SRP_00137 0.49 0.24 1.00 6 4180 0 0 0 0 19
SRP_00141 0.35 0.12 1.00 5 6323 1 0 0 1 36
SRP_00146 0.41 0.17 1.00 6 5247 0 0 0 0 30
SRP_00182 0.59 0.35 1.00 35 46021 1 0 0 1 66
SRP_00197 0.47 0.28 0.80 28 49420 8 0 7 1 73
SRP_00198 0.47 0.27 0.82 28 51006 7 0 6 1 75
SRP_00199 0.47 0.24 0.93 25 51013 3 0 2 1 80
SRP_00202 0.48 0.25 0.94 29 54254 2 0 2 0 88
SRP_00241 0.51 0.33 0.79 27 46022 9 0 7 2 55
SRP_00255 0.65 0.43 1.00 40 47546 2 0 0 2 54
SRP_00260 0.21 0.14 0.33 14 47852 29 1 28 0 86
SRP_00278 0.53 0.30 0.94 31 46023 3 0 2 1 74
SRP_00285 0.45 0.20 1.00 6 3735 0 0 0 0 24
SRP_00322 0.44 0.25 0.79 27 48482 8 0 7 1 82
SRP_00328 0.49 0.34 0.71 29 39580 16 1 11 4 56
SRP_00329 0.50 0.34 0.73 29 39863 16 0 11 5 56
SRP_00338 0.41 0.17 1.00 6 5454 0 0 0 0 30
SRP_00339 0.49 0.32 0.77 30 44512 9 0 9 0 64
SRP_00340 0.44 0.27 0.73 22 41298 12 0 8 4 60

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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 1087
Total TN 1506184
Total FP 2552
Total FP CONTRA 328
Total FP INCONS 1986
Total FP COMP 238
Total FN 2993
Total Scores
MCC 0.290
Average MCC ± 95% Confidence Intervals 0.345 ± 0.052
Sensitivity 0.266
Positive Predictive Value 0.320
Nr of predictions 120

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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
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_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_00390 0.93 0.87 1.00 13 1418 2 0 0 2 2
RFA_00416 0.97 0.93 1.00 14 1471 3 0 0 3 1
RFA_00433 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00587 1.00 1.00 1.00 15 4836 11 0 0 11 0
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_00695 0.00 0.00 0.00 0 7014 26 2 5 19 14
RFA_00703 0.00 0.00 0.00 0 4270 22 2 6 14 14
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_00767 -0.01 0.00 0.00 0 1878 13 1 12 0 18
RFA_00768 -0.01 0.00 0.00 0 1875 16 1 15 0 18
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_00079 0.09 0.09 0.10 8 41827 71 4 66 1 80
SRP_00124 0.16 0.14 0.19 12 37066 50 5 45 0 73
SRP_00137 0.39 0.40 0.38 10 4160 16 4 12 0 15
SRP_00141 0.55 0.49 0.63 20 6296 12 2 10 0 21
SRP_00146 0.36 0.33 0.40 12 5223 18 2 16 0 24
SRP_00182 0.34 0.32 0.36 32 45968 56 10 46 0 69
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_00202 0.58 0.56 0.61 65 54179 41 3 38 0 52
SRP_00241 0.07 0.07 0.08 6 45978 74 13 59 2 76
SRP_00255 0.21 0.21 0.22 20 47495 71 10 61 0 74
SRP_00260 0.40 0.36 0.45 36 47815 44 4 40 0 64
SRP_00278 0.13 0.12 0.14 13 45965 78 5 73 0 92
SRP_00285 -0.01 0.00 0.00 0 3719 22 2 20 0 30
SRP_00322 0.18 0.17 0.19 18 48423 75 5 70 0 91
SRP_00328 0.18 0.16 0.20 14 39550 57 11 46 0 71
SRP_00329 0.17 0.15 0.20 13 39839 51 5 46 0 72
SRP_00338 0.24 0.22 0.28 8 5431 21 2 19 0 28
SRP_00339 0.18 0.17 0.19 16 44467 68 9 59 0 78
SRP_00340 0.18 0.17 0.19 14 41256 58 11 47 0 68

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