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

  1. Overview

  2. Performance Plots

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

  4. Performance of Murlet(seed) - scored lower in this pairwise comparison

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


Overview

Metric RSpredict(seed) Murlet(seed)
MCC 0.491 > 0.468
Average MCC ± 95% Confidence Intervals 0.528 ± 0.060 > 0.340 ± 0.080
Sensitivity 0.380 > 0.266
Positive Predictive Value 0.641 < 0.828
Total TP 679 > 475
Total TN 307247 < 307733
Total FP 437 > 103
Total FP CONTRA 60 > 0
Total FP INCONS 321 > 99
Total FP COMP 56 > 4
Total FN 1107 < 1311
P-value 3.56938820447e-08

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 679
Total TN 307247
Total FP 437
Total FP CONTRA 60
Total FP INCONS 321
Total FP COMP 56
Total FN 1107
Total Scores
MCC 0.491
Average MCC ± 95% Confidence Intervals 0.528 ± 0.060
Sensitivity 0.380
Positive Predictive Value 0.641
Nr of predictions 91

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.71 0.57 0.89 8 937 1 0 1 0 6
PDB_00012 1.00 1.00 1.00 7 399 1 0 0 1 0
PDB_00213 0.56 0.49 0.65 20 5019 11 0 11 0 21
PDB_00553 0.90 0.82 1.00 9 456 0 0 0 0 2
PDB_00716 0.59 0.48 0.73 11 2686 4 0 4 0 12
PDB_00810 0.80 0.65 1.00 11 1070 0 0 0 0 6
PDB_01050 0.62 0.46 0.86 6 623 2 0 1 1 7
PDB_01051 -0.01 0.00 0.00 0 899 4 2 2 0 13
PDB_01092 0.48 0.37 0.63 19 10123 13 1 10 2 33
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00390 0.63 0.40 1.00 6 1425 1 0 0 1 9
RFA_00416 0.63 0.40 1.00 6 1479 1 0 0 1 9
RFA_00433 0.63 0.40 1.00 6 1425 1 0 0 1 9
RFA_00587 1.00 1.00 1.00 15 4836 4 0 0 4 0
RFA_00603 0.00 0.00 0.00 0 13520 11 2 8 1 35
RFA_00604 0.00 0.00 0.00 0 13529 1 0 1 0 35
RFA_00605 0.00 0.00 0.00 0 15215 11 2 8 1 35
RFA_00607 0.00 0.00 0.00 0 17752 15 0 14 1 36
RFA_00609 0.00 0.00 0.00 0 17949 9 1 5 3 37
RFA_00610 0.00 0.00 0.00 0 17195 10 3 7 0 37
RFA_00611 0.00 0.00 0.00 0 13032 10 0 9 1 35
RFA_00613 0.00 0.00 0.00 0 12879 1 0 1 0 35
RFA_00615 0.00 0.00 0.00 0 13360 6 0 6 0 35
RFA_00632 0.47 0.39 0.58 11 4076 8 3 5 0 17
RFA_00636 0.62 0.54 0.71 15 3984 6 3 3 0 13
RFA_00642 0.31 0.22 0.44 4 2917 5 0 5 0 14
RFA_00643 0.21 0.17 0.27 3 2200 8 0 8 0 15
RFA_00644 0.36 0.33 0.40 6 2686 9 1 8 0 12
RFA_00645 0.31 0.28 0.36 5 2401 9 1 8 0 13
RFA_00649 0.37 0.33 0.43 6 2131 8 0 8 0 12
RFA_00651 0.32 0.28 0.38 5 2067 8 0 8 0 13
RFA_00653 0.36 0.33 0.40 6 2130 9 1 8 0 12
RFA_00654 0.35 0.28 0.45 5 2404 6 0 6 0 13
RFA_00658 0.64 0.57 0.73 8 1117 4 0 3 1 6
RFA_00659 0.35 0.29 0.44 4 1119 6 0 5 1 10
RFA_00664 0.59 0.50 0.70 7 980 4 0 3 1 7
RFA_00667 0.64 0.57 0.73 8 979 4 0 3 1 6
RFA_00668 0.71 0.57 0.89 8 981 1 0 1 0 6
RFA_00672 0.61 0.54 0.70 7 893 3 0 3 0 6
RFA_00673 0.42 0.36 0.50 5 1118 6 0 5 1 9
RFA_00674 0.69 0.64 0.75 9 1116 4 0 3 1 5
RFA_00675 0.62 0.50 0.78 7 981 3 0 2 1 7
RFA_00677 0.72 0.64 0.82 9 979 2 0 2 0 5
RFA_00678 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00680 0.69 0.64 0.75 9 1116 4 0 3 1 5
RFA_00684 0.80 0.64 1.00 9 981 1 0 0 1 5
RFA_00685 0.64 0.57 0.73 8 979 4 0 3 1 6
RFA_00695 0.31 0.14 0.67 2 7018 2 0 1 1 12
RFA_00703 0.54 0.36 0.83 5 4272 1 0 1 0 9
RFA_00704 0.35 0.29 0.44 4 981 6 0 5 1 10
RFA_00705 0.80 0.64 1.00 9 1026 1 0 0 1 5
RFA_00706 0.56 0.43 0.75 6 1027 3 0 2 1 8
RFA_00707 0.67 0.57 0.80 8 1025 3 0 2 1 6
RFA_00708 0.75 0.57 1.00 8 1027 1 0 0 1 6
RFA_00709 0.53 0.43 0.67 6 981 3 0 3 0 8
RFA_00710 0.43 0.29 0.67 4 984 2 0 2 0 10
RFA_00711 0.35 0.21 0.60 3 1030 3 0 2 1 11
RFA_00715 0.66 0.50 0.88 7 938 2 0 1 1 7
RFA_00716 0.56 0.43 0.75 6 938 3 0 2 1 8
RFA_00717 0.50 0.36 0.71 5 896 2 0 2 0 9
RFA_00730 0.91 0.83 1.00 10 893 1 0 0 1 2
RFA_00731 0.91 0.83 1.00 10 893 1 0 0 1 2
RFA_00733 0.91 0.83 1.00 10 893 1 0 0 1 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 1 0 0 1 2
RFA_00737 0.91 0.83 1.00 10 893 1 0 0 1 2
RFA_00745 0.91 0.83 1.00 10 936 1 0 0 1 2
RFA_00749 0.91 0.83 1.00 10 893 1 0 0 1 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 1 0 0 1 2
RFA_00764 0.91 0.83 1.00 10 893 1 0 0 1 2
RFA_00765 0.91 0.83 1.00 10 893 1 0 0 1 2
RFA_00767 0.19 0.17 0.23 3 1878 10 3 7 0 15
RFA_00768 0.19 0.17 0.23 3 1878 10 3 7 0 15
RFA_00769 0.59 0.56 0.63 10 1937 6 4 2 0 8
RFA_00770 0.54 0.56 0.53 10 1997 9 6 3 0 8
RFA_00773 0.50 0.50 0.50 9 1935 9 6 3 0 9
RFA_00779 0.50 0.50 0.50 9 1935 9 6 3 0 9
RFA_00781 0.61 0.59 0.63 19 5020 12 2 9 1 13
RFA_00786 0.61 0.59 0.63 19 5020 12 2 9 1 13
RFA_00791 0.58 0.53 0.63 17 5124 11 2 8 1 15
RFA_00792 0.64 0.63 0.67 20 5020 11 2 8 1 12
RFA_00801 0.59 0.56 0.62 18 5021 12 2 9 1 14
RFA_00808 0.60 0.50 0.73 8 2005 4 0 3 1 8
RFA_00809 0.37 0.31 0.45 5 2134 7 0 6 1 11
SRP_00137 0.00 0.00 0.00 0 4178 8 1 7 0 25
SRP_00141 0.26 0.15 0.46 6 6315 7 0 7 0 35
SRP_00146 0.00 0.00 0.00 0 5246 7 1 6 0 36
SRP_00285 0.33 0.20 0.55 6 3730 5 0 5 0 24
SRP_00338 0.51 0.33 0.80 12 5445 4 0 3 1 24

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Performance of Murlet(seed) - scored lower 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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.