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 Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for Murlet(seed) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric Murlet(seed) Vsfold5
MCC 0.519 > 0.278
Average MCC ± 95% Confidence Intervals 0.389 ± 0.066 > 0.321 ± 0.052
Sensitivity 0.322 > 0.263
Positive Predictive Value 0.839 > 0.297
Total TP 1315 > 1072
Total TN 1508018 > 1505980
Total FP 308 < 2774
Total FP CONTRA 9 < 411
Total FP INCONS 243 < 2122
Total FP COMP 56 < 241
Total FN 2765 < 3008
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of Murlet(seed) and Vsfold5. 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 Vsfold5).

  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 Vsfold5).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Murlet(seed) and Vsfold5. 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 Vsfold5).

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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 Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 1072
Total TN 1505980
Total FP 2774
Total FP CONTRA 411
Total FP INCONS 2122
Total FP COMP 241
Total FN 3008
Total Scores
MCC 0.278
Average MCC ± 95% Confidence Intervals 0.321 ± 0.052
Sensitivity 0.263
Positive Predictive Value 0.297
Nr of predictions 120

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2. Individual counts for Vsfold5 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.78 0.79 0.79 11 932 3 1 2 0 3
PDB_00012 1.00 1.00 1.00 7 399 2 0 0 2 0
PDB_00213 0.40 0.37 0.45 15 5017 18 0 18 0 26
PDB_00553 0.95 0.91 1.00 10 455 0 0 0 0 1
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 0.73 0.69 0.77 36 10106 12 2 9 1 16
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 0.93 0.93 0.93 14 1470 4 0 1 3 1
RFA_00433 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00587 0.49 0.53 0.44 8 4833 21 4 6 11 7
RFA_00603 0.39 0.37 0.41 13 13498 26 5 14 7 22
RFA_00604 0.48 0.49 0.49 17 13495 24 8 10 6 18
RFA_00605 0.09 0.09 0.09 3 15192 40 2 28 10 32
RFA_00606 0.41 0.49 0.35 19 21267 43 15 20 8 20
RFA_00607 0.45 0.47 0.43 17 17726 30 8 15 7 19
RFA_00609 0.54 0.57 0.53 21 17915 28 4 15 9 16
RFA_00610 0.64 0.65 0.63 24 17167 23 2 12 9 13
RFA_00611 0.57 0.54 0.59 19 13009 16 1 12 3 16
RFA_00613 0.39 0.37 0.41 13 12848 22 6 13 3 22
RFA_00615 0.50 0.49 0.52 17 13333 19 4 12 3 18
RFA_00620 0.23 0.23 0.24 9 21907 41 6 23 12 30
RFA_00626 0.31 0.31 0.32 27 56531 62 15 43 4 60
RFA_00627 0.26 0.26 0.26 23 56863 69 16 51 2 64
RFA_00628 0.34 0.35 0.34 30 57202 66 13 46 7 56
RFA_00630 0.27 0.29 0.26 25 56857 78 13 58 7 62
RFA_00632 -0.01 0.00 0.00 0 4073 22 0 22 0 28
RFA_00636 0.58 0.57 0.59 16 3978 11 1 10 0 12
RFA_00639 0.06 0.06 0.06 5 54526 88 15 69 4 82
RFA_00642 -0.01 0.00 0.00 0 2914 12 1 11 0 18
RFA_00643 0.38 0.39 0.39 7 2193 11 5 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 2400 15 0 15 0 18
RFA_00649 -0.01 0.00 0.00 0 2130 15 1 14 0 18
RFA_00651 0.47 0.44 0.50 8 2064 8 1 7 0 10
RFA_00653 -0.01 0.00 0.00 0 2131 14 3 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 1125 5 0 3 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.21 0.21 0.23 3 977 10 3 7 0 11
RFA_00668 0.40 0.36 0.45 5 979 6 0 6 0 9
RFA_00672 0.00 0.00 0.00 0 903 0 0 0 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 1117 11 0 11 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 0.22 0.21 0.23 3 7008 22 4 6 12 11
RFA_00703 0.00 0.00 0.00 0 4271 20 0 7 13 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 1022 13 2 11 0 14
RFA_00707 0.33 0.29 0.40 4 1025 7 0 6 1 10
RFA_00708 -0.01 0.00 0.00 0 1027 8 0 8 0 14
RFA_00709 -0.01 0.00 0.00 0 980 11 0 10 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 -0.01 0.00 0.00 0 894 9 0 9 0 14
RFA_00730 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00731 -0.01 0.00 0.00 0 896 7 1 6 0 12
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.16 0.17 0.18 2 892 10 2 7 1 10
RFA_00736 -0.01 0.00 0.00 0 896 7 1 6 0 12
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 0.51 0.42 0.63 5 895 4 1 2 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 0.21 0.22 0.22 4 1873 14 2 12 0 14
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 0.65 0.56 0.77 10 2003 3 3 0 0 8
RFA_00773 -0.01 0.00 0.00 0 1936 19 1 16 2 18
RFA_00779 0.69 0.61 0.79 11 1939 3 3 0 0 7
RFA_00781 0.55 0.53 0.57 17 5020 13 1 12 0 15
RFA_00786 -0.01 0.00 0.00 0 5015 35 5 30 0 32
RFA_00791 0.38 0.34 0.42 11 5125 15 3 12 0 21
RFA_00792 0.57 0.53 0.61 17 5022 11 0 11 0 15
RFA_00801 0.52 0.50 0.55 16 5021 14 3 10 1 16
RFA_00808 1.00 1.00 1.00 16 2000 0 0 0 0 0
RFA_00809 0.45 0.44 0.47 7 2130 8 1 7 0 9
RFA_00814 0.31 0.34 0.29 14 25151 46 10 25 11 27
RFA_00815 0.22 0.24 0.20 10 24480 46 18 23 5 31
RFA_00816 0.31 0.32 0.30 13 23177 38 12 18 8 28
RFA_00817 0.32 0.34 0.30 14 21898 35 10 23 2 27
RFA_00818 0.19 0.20 0.19 8 20258 41 8 27 6 33
RFA_00819 0.27 0.27 0.28 11 27926 53 6 23 24 30
SRP_00079 0.14 0.14 0.15 12 41823 72 4 66 2 76
SRP_00124 0.00 0.00 0.00 0 37128 0 0 0 0 85
SRP_00137 0.37 0.40 0.34 10 4157 19 6 13 0 15
SRP_00141 -0.01 0.00 0.00 0 6299 29 1 28 0 41
SRP_00146 -0.01 0.00 0.00 0 5227 26 0 26 0 36
SRP_00182 0.16 0.16 0.17 16 45964 76 7 69 0 85
SRP_00197 0.23 0.23 0.24 23 49359 73 9 64 0 78
SRP_00198 0.11 0.11 0.13 11 50953 76 11 65 0 92
SRP_00199 0.24 0.24 0.25 25 50938 77 10 67 0 80
SRP_00202 0.51 0.50 0.53 59 54173 53 8 45 0 58
SRP_00241 0.07 0.07 0.07 6 45966 85 13 71 1 76
SRP_00255 0.22 0.22 0.22 21 47490 75 8 67 0 73
SRP_00260 0.12 0.11 0.13 11 47812 72 7 65 0 89
SRP_00278 0.17 0.16 0.17 17 45958 81 7 74 0 88
SRP_00285 -0.01 0.00 0.00 0 3719 22 2 20 0 30
SRP_00322 0.16 0.16 0.17 17 48417 82 4 78 0 92
SRP_00328 0.19 0.18 0.21 15 39548 60 10 48 2 70
SRP_00329 0.23 0.22 0.25 19 39826 58 15 43 0 66
SRP_00338 0.00 0.00 0.00 0 5460 0 0 0 0 36
SRP_00339 0.19 0.18 0.19 17 44463 71 13 58 0 77
SRP_00340 0.11 0.11 0.11 9 41246 75 9 64 2 73

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