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 Mastr(seed) - scored lower in this pairwise comparison

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


Overview

Metric Murlet(seed) Mastr(seed)
MCC 0.530 > 0.370
Average MCC ± 95% Confidence Intervals 0.394 ± 0.065 > 0.327 ± 0.064
Sensitivity 0.336 > 0.168
Positive Predictive Value 0.839 > 0.820
Total TP 1475 > 736
Total TN 1811980 < 1812840
Total FP 344 > 234
Total FP CONTRA 15 < 22
Total FP INCONS 268 > 140
Total FP COMP 61 < 72
Total FN 2919 < 3658
P-value 3.56938820447e-08

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Performance plots


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

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

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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 1475
Total TN 1811980
Total FP 344
Total FP CONTRA 15
Total FP INCONS 268
Total FP COMP 61
Total FN 2919
Total Scores
MCC 0.530
Average MCC ± 95% Confidence Intervals 0.394 ± 0.065
Sensitivity 0.336
Positive Predictive Value 0.839
Nr of predictions 122

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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
RFA_00820 0.71 0.56 0.89 90 151424 13 3 8 2 70
RFA_00830 0.59 0.45 0.78 70 152538 23 3 17 3 84
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 Mastr(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 736
Total TN 1812840
Total FP 234
Total FP CONTRA 22
Total FP INCONS 140
Total FP COMP 72
Total FN 3658
Total Scores
MCC 0.370
Average MCC ± 95% Confidence Intervals 0.327 ± 0.064
Sensitivity 0.168
Positive Predictive Value 0.820
Nr of predictions 122

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.60 0.43 0.86 6 939 2 0 1 1 8
PDB_00012 0.00 0.00 0.00 0 406 0 0 0 0 7
PDB_00213 0.81 0.73 0.91 30 5017 3 0 3 0 11
PDB_00553 0.00 0.00 0.00 0 465 0 0 0 0 11
PDB_00716 0.00 0.00 0.00 0 2701 0 0 0 0 23
PDB_00810 0.43 0.35 0.55 6 1070 6 0 5 1 11
PDB_01050 0.78 0.62 1.00 8 622 2 0 0 2 5
PDB_01051 0.00 0.00 0.00 0 903 0 0 0 0 13
PDB_01092 0.00 0.00 0.00 0 10153 0 0 0 0 52
PDB_01152 0.81 0.79 0.85 11 548 2 0 2 0 3
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 0.61 0.51 0.75 44 56557 22 2 13 7 43
RFA_00627 0.84 0.75 0.94 65 56884 16 0 4 12 22
RFA_00628 0.88 0.80 0.96 69 57219 11 0 3 8 17
RFA_00630 0.80 0.70 0.91 61 56886 14 0 6 8 26
RFA_00632 0.00 0.00 0.00 0 4095 0 0 0 0 28
RFA_00636 0.00 0.00 0.00 0 4005 0 0 0 0 28
RFA_00639 0.00 0.00 0.00 0 54615 0 0 0 0 87
RFA_00642 0.58 0.33 1.00 6 2920 0 0 0 0 12
RFA_00643 0.29 0.17 0.50 3 2205 3 0 3 0 15
RFA_00644 0.62 0.39 1.00 7 2694 0 0 0 0 11
RFA_00645 0.58 0.33 1.00 6 2409 0 0 0 0 12
RFA_00649 0.67 0.44 1.00 8 2137 0 0 0 0 10
RFA_00651 0.67 0.44 1.00 8 2072 0 0 0 0 10
RFA_00653 0.00 0.00 0.00 0 2143 2 0 2 0 18
RFA_00654 0.62 0.39 1.00 7 2408 0 0 0 0 11
RFA_00658 0.56 0.43 0.75 6 1120 3 0 2 1 8
RFA_00659 0.50 0.36 0.71 5 1121 3 0 2 1 9
RFA_00664 0.27 0.07 1.00 1 989 0 0 0 0 13
RFA_00667 -0.01 0.00 0.00 0 988 2 0 2 0 14
RFA_00668 0.50 0.36 0.71 5 983 3 0 2 1 9
RFA_00672 0.28 0.08 1.00 1 902 0 0 0 0 12
RFA_00673 0.46 0.21 1.00 3 1125 0 0 0 0 11
RFA_00674 0.53 0.29 1.00 4 1124 0 0 0 0 10
RFA_00675 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00677 0.46 0.21 1.00 3 987 0 0 0 0 11
RFA_00678 0.43 0.29 0.67 4 940 2 0 2 0 10
RFA_00680 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00684 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00685 0.56 0.43 0.75 6 982 3 0 2 1 8
RFA_00695 0.00 0.00 0.00 0 7017 4 2 2 0 14
RFA_00703 0.00 0.00 0.00 0 4270 8 3 5 0 14
RFA_00704 -0.01 0.00 0.00 0 988 2 0 2 0 14
RFA_00705 0.27 0.07 1.00 1 1034 0 0 0 0 13
RFA_00706 0.30 0.14 0.67 2 1032 1 0 1 0 12
RFA_00707 0.50 0.36 0.71 5 1028 3 0 2 1 9
RFA_00708 0.40 0.21 0.75 3 1031 1 0 1 0 11
RFA_00709 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00710 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00711 0.27 0.07 1.00 1 1034 0 0 0 0 13
RFA_00715 0.35 0.21 0.60 3 941 2 0 2 0 11
RFA_00716 0.26 0.14 0.50 2 942 2 0 2 0 12
RFA_00717 0.62 0.50 0.78 7 894 2 0 2 0 7
RFA_00730 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00731 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00733 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00734 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00736 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00737 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00745 0.91 0.83 1.00 10 936 2 0 0 2 2
RFA_00749 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00758 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00762 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00763 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00764 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00765 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00767 0.67 0.50 0.90 9 1881 1 0 1 0 9
RFA_00768 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00769 0.64 0.50 0.82 9 1942 2 1 1 0 9
RFA_00770 0.68 0.56 0.83 10 2004 2 0 2 0 8
RFA_00773 0.64 0.50 0.82 9 1942 2 1 1 0 9
RFA_00779 0.65 0.56 0.77 10 1940 3 0 3 0 8
RFA_00781 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00786 0.73 0.75 0.71 24 5016 10 2 8 0 8
RFA_00791 0.64 0.66 0.64 21 5118 12 2 10 0 11
RFA_00792 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00801 0.40 0.41 0.39 13 5017 20 2 18 0 19
RFA_00808 -0.01 0.00 0.00 0 2001 17 2 13 2 16
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
RFA_00814 0.00 0.00 0.00 0 25200 0 0 0 0 41
RFA_00815 0.00 0.00 0.00 0 24531 0 0 0 0 41
RFA_00816 0.00 0.00 0.00 0 23220 0 0 0 0 41
RFA_00817 0.00 0.00 0.00 0 21945 0 0 0 0 41
RFA_00818 0.00 0.00 0.00 0 20301 0 0 0 0 41
RFA_00819 0.00 0.00 0.00 0 27966 0 0 0 0 41
RFA_00820 0.00 0.00 0.00 0 151525 0 0 0 0 160
RFA_00830 0.00 0.00 0.00 0 152628 0 0 0 0 154
SRP_00079 0.00 0.00 0.00 0 41905 0 0 0 0 88
SRP_00124 0.00 0.00 0.00 0 37128 0 0 0 0 85
SRP_00137 0.00 0.00 0.00 0 4186 0 0 0 0 25
SRP_00141 0.00 0.00 0.00 0 6328 0 0 0 0 41
SRP_00146 0.00 0.00 0.00 0 5253 0 0 0 0 36
SRP_00182 0.00 0.00 0.00 0 46056 0 0 0 0 101
SRP_00197 0.00 0.00 0.00 0 49455 0 0 0 0 101
SRP_00198 0.00 0.00 0.00 0 51040 0 0 0 0 103
SRP_00199 0.00 0.00 0.00 0 51040 0 0 0 0 105
SRP_00202 0.00 0.00 0.00 0 54285 0 0 0 0 117
SRP_00241 0.00 0.00 0.00 0 46056 0 0 0 0 82
SRP_00255 0.00 0.00 0.00 0 47586 0 0 0 0 94
SRP_00260 0.00 0.00 0.00 0 47895 0 0 0 0 100
SRP_00278 0.00 0.00 0.00 0 46056 0 0 0 0 105
SRP_00285 0.00 0.00 0.00 0 3741 0 0 0 0 30
SRP_00322 0.00 0.00 0.00 0 48516 0 0 0 0 109
SRP_00328 0.00 0.00 0.00 0 39621 0 0 0 0 85
SRP_00329 0.00 0.00 0.00 0 39903 0 0 0 0 85
SRP_00338 0.00 0.00 0.00 0 5460 0 0 0 0 36
SRP_00339 0.00 0.00 0.00 0 44551 0 0 0 0 94
SRP_00340 0.00 0.00 0.00 0 41328 0 0 0 0 82

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