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

  1. Overview

  2. Performance Plots

  3. Performance of ProbKnot - scored higher in this pairwise comparison

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

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


Overview

Metric ProbKnot Murlet(seed)
MCC 0.615 > 0.468
Average MCC ± 95% Confidence Intervals 0.571 ± 0.066 > 0.340 ± 0.080
Sensitivity 0.591 > 0.266
Positive Predictive Value 0.646 < 0.828
Total TP 1055 > 475
Total TN 306673 < 307733
Total FP 770 > 103
Total FP CONTRA 82 > 0
Total FP INCONS 497 > 99
Total FP COMP 191 > 4
Total FN 731 < 1311
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of ProbKnot - scored higher in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 1055
Total TN 306673
Total FP 770
Total FP CONTRA 82
Total FP INCONS 497
Total FP COMP 191
Total FN 731
Total Scores
MCC 0.615
Average MCC ± 95% Confidence Intervals 0.571 ± 0.066
Sensitivity 0.591
Positive Predictive Value 0.646
Nr of predictions 91

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2. Individual counts for ProbKnot [ 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 0 3 0 3
PDB_00012 1.00 1.00 1.00 7 399 4 0 0 4 0
PDB_00213 0.94 0.88 1.00 36 5014 0 0 0 0 5
PDB_00553 1.00 1.00 1.00 11 454 1 0 0 1 0
PDB_00716 -0.01 0.00 0.00 0 2680 22 0 21 1 23
PDB_00810 0.76 0.59 1.00 10 1071 0 0 0 0 7
PDB_01050 0.88 0.85 0.92 11 618 3 0 1 2 2
PDB_01051 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01092 0.73 0.63 0.85 33 10114 8 1 5 2 19
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00390 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00416 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00433 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00587 1.00 1.00 1.00 15 4836 12 0 0 12 0
RFA_00603 0.67 0.74 0.60 26 13487 22 4 13 5 9
RFA_00604 0.71 0.74 0.68 26 13492 23 2 10 11 9
RFA_00605 0.30 0.34 0.27 12 15180 46 3 30 13 23
RFA_00607 0.83 0.83 0.83 30 17730 17 4 2 11 6
RFA_00609 0.53 0.59 0.47 22 17908 35 6 19 10 15
RFA_00610 0.88 0.86 0.89 32 17169 12 0 4 8 5
RFA_00611 0.80 0.80 0.80 28 13006 18 3 4 11 7
RFA_00613 0.71 0.69 0.73 24 12847 17 4 5 8 11
RFA_00615 0.62 0.69 0.56 24 13323 21 8 11 2 11
RFA_00632 0.40 0.39 0.41 11 4068 16 0 16 0 17
RFA_00636 0.44 0.46 0.43 13 3975 17 0 17 0 15
RFA_00642 0.39 0.33 0.46 6 2913 7 2 5 0 12
RFA_00643 0.30 0.28 0.33 5 2196 11 2 8 1 13
RFA_00644 -0.01 0.00 0.00 0 2685 16 5 11 0 18
RFA_00645 -0.01 0.00 0.00 0 2404 11 2 9 0 18
RFA_00649 0.75 0.78 0.74 14 2126 8 1 4 3 4
RFA_00651 0.25 0.22 0.29 4 2066 12 0 10 2 14
RFA_00653 0.34 0.33 0.35 6 2128 11 2 9 0 12
RFA_00654 0.23 0.22 0.25 4 2399 12 2 10 0 14
RFA_00658 0.59 0.50 0.70 7 1118 5 0 3 2 7
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 0.30 0.29 0.33 4 978 8 1 7 0 10
RFA_00668 0.41 0.43 0.40 6 975 9 0 9 0 8
RFA_00672 -0.01 0.00 0.00 0 895 9 0 8 1 13
RFA_00673 0.44 0.36 0.56 5 1119 5 0 4 1 9
RFA_00674 0.42 0.36 0.50 5 1118 5 0 5 0 9
RFA_00675 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00677 0.46 0.43 0.50 6 978 7 0 6 1 8
RFA_00678 0.37 0.29 0.50 4 938 4 0 4 0 10
RFA_00680 0.74 0.71 0.77 10 1115 7 0 3 4 4
RFA_00684 0.66 0.64 0.69 9 977 6 0 4 2 5
RFA_00685 0.42 0.36 0.50 5 980 6 0 5 1 9
RFA_00695 0.64 0.64 0.64 9 7007 24 1 4 19 5
RFA_00703 0.64 0.64 0.64 9 4264 17 1 4 12 5
RFA_00704 -0.01 0.00 0.00 0 988 3 0 2 1 14
RFA_00705 0.69 0.71 0.67 10 1020 5 0 5 0 4
RFA_00706 0.25 0.21 0.30 3 1025 7 0 7 0 11
RFA_00707 -0.01 0.00 0.00 0 1027 8 0 8 0 14
RFA_00708 0.33 0.29 0.40 4 1025 6 0 6 0 10
RFA_00709 -0.01 0.00 0.00 0 982 8 0 8 0 14
RFA_00710 0.07 0.07 0.10 1 980 9 0 9 0 13
RFA_00711 -0.01 0.00 0.00 0 1023 12 0 12 0 14
RFA_00715 -0.01 0.00 0.00 0 933 13 0 13 0 14
RFA_00716 -0.01 0.00 0.00 0 936 10 0 10 0 14
RFA_00717 0.64 0.64 0.64 9 889 5 0 5 0 5
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00731 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00733 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00734 0.73 0.67 0.80 8 893 3 0 2 1 4
RFA_00736 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00737 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00745 0.81 0.67 1.00 8 938 1 0 0 1 4
RFA_00749 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00758 0.76 0.58 1.00 7 896 0 0 0 0 5
RFA_00762 0.64 0.67 0.62 8 890 5 1 4 0 4
RFA_00763 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00764 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00765 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.44 0.44 0.44 8 1873 11 1 9 1 10
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.59 0.56 0.63 10 2000 9 0 6 3 8
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00781 0.73 0.75 0.71 24 5016 11 2 8 1 8
RFA_00786 0.64 0.66 0.64 21 5017 12 2 10 0 11
RFA_00791 0.86 0.84 0.87 27 5120 6 2 2 2 5
RFA_00792 0.95 0.94 0.97 30 5019 3 0 1 2 2
RFA_00801 0.76 0.78 0.74 25 5016 11 2 7 2 7
RFA_00808 0.65 0.56 0.75 9 2004 3 0 3 0 7
RFA_00809 0.35 0.38 0.33 6 2127 12 1 11 0 10
SRP_00137 0.74 0.84 0.66 21 4154 11 4 7 0 4
SRP_00141 0.94 0.95 0.93 39 6286 4 1 2 1 2
SRP_00146 0.93 0.94 0.92 34 5216 3 1 2 0 2
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00338 0.97 0.97 0.97 35 5424 1 0 1 0 1

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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.