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 0.468 > 0.467
Average MCC ± 95% Confidence Intervals 0.340 ± 0.080 < 0.404 ± 0.073
Sensitivity 0.266 < 0.278
Positive Predictive Value 0.828 > 0.788
Total TP 475 < 497
Total TN 307733 > 307676
Total FP 103 < 171
Total FP CONTRA 0 < 20
Total FP INCONS 99 < 114
Total FP COMP 4 < 37
Total FN 1311 > 1289
P-value 0.0563054219211

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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 475
Total TN 307733
Total FP 103
Total FP CONTRA 0
Total FP INCONS 99
Total FP COMP 4
Total FN 1311
Total Scores
MCC 0.468
Average MCC ± 95% Confidence Intervals 0.340 ± 0.080
Sensitivity 0.266
Positive Predictive Value 0.828
Nr of predictions 91

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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_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_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_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
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_00285 0.45 0.20 1.00 6 3735 0 0 0 0 24
SRP_00338 0.41 0.17 1.00 6 5454 0 0 0 0 30

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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 497
Total TN 307676
Total FP 171
Total FP CONTRA 20
Total FP INCONS 114
Total FP COMP 37
Total FN 1289
Total Scores
MCC 0.467
Average MCC ± 95% Confidence Intervals 0.404 ± 0.073
Sensitivity 0.278
Positive Predictive Value 0.788
Nr of predictions 91

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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_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_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_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
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_00285 0.00 0.00 0.00 0 3741 0 0 0 0 30
SRP_00338 0.00 0.00 0.00 0 5460 0 0 0 0 36

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