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

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidHomfold‑LAST Murlet(seed)
MCC 0.731 > 0.468
Average MCC ± 95% Confidence Intervals 0.701 ± 0.057 > 0.340 ± 0.080
Sensitivity 0.658 > 0.266
Positive Predictive Value 0.814 < 0.828
Total TP 1175 > 475
Total TN 306864 < 307733
Total FP 400 > 103
Total FP CONTRA 52 > 0
Total FP INCONS 216 > 99
Total FP COMP 132 > 4
Total FN 611 < 1311
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST 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 CentroidHomfold‑LAST 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 CentroidHomfold‑LAST and Murlet(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Murlet(seed)).

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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 1175
Total TN 306864
Total FP 400
Total FP CONTRA 52
Total FP INCONS 216
Total FP COMP 132
Total FN 611
Total Scores
MCC 0.731
Average MCC ± 95% Confidence Intervals 0.701 ± 0.057
Sensitivity 0.658
Positive Predictive Value 0.814
Nr of predictions 91

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.70 0.50 1.00 7 939 0 0 0 0 7
PDB_00012 1.00 1.00 1.00 7 399 1 0 0 1 0
PDB_00213 0.83 0.73 0.94 30 5018 2 0 2 0 11
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.25 0.22 0.29 5 2684 12 0 12 0 18
PDB_00810 0.84 0.71 1.00 12 1069 0 0 0 0 5
PDB_01050 0.78 0.62 1.00 8 622 1 0 0 1 5
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.74 0.60 0.91 31 10119 5 0 3 2 21
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 2 0 0 2 0
RFA_00416 1.00 1.00 1.00 15 1470 2 0 0 2 0
RFA_00433 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00587 1.00 1.00 1.00 15 4836 15 0 0 15 0
RFA_00603 0.78 0.71 0.86 25 13501 4 3 1 0 10
RFA_00604 0.74 0.63 0.88 22 13505 8 3 0 5 13
RFA_00605 0.43 0.34 0.55 12 15203 18 0 10 8 23
RFA_00607 0.91 0.83 1.00 30 17736 7 0 0 7 6
RFA_00609 0.92 0.89 0.94 33 17920 11 0 2 9 4
RFA_00610 0.89 0.84 0.94 31 17172 13 0 2 11 6
RFA_00611 0.77 0.69 0.86 24 13013 4 3 1 0 11
RFA_00613 0.73 0.66 0.82 23 12852 5 4 1 0 12
RFA_00615 0.78 0.71 0.86 25 13337 4 3 1 0 10
RFA_00632 0.51 0.50 0.52 14 4068 13 3 10 0 14
RFA_00636 0.64 0.64 0.64 18 3977 10 3 7 0 10
RFA_00642 0.00 0.00 0.00 0 2923 3 0 3 0 18
RFA_00643 0.50 0.33 0.75 6 2203 2 0 2 0 12
RFA_00644 0.27 0.22 0.33 4 2689 9 3 5 1 14
RFA_00645 -0.01 0.00 0.00 0 2405 10 2 8 0 18
RFA_00649 0.75 0.61 0.92 11 2133 1 0 1 0 7
RFA_00651 0.76 0.72 0.81 13 2064 4 0 3 1 5
RFA_00653 0.29 0.28 0.31 5 2129 11 3 8 0 13
RFA_00654 0.62 0.39 1.00 7 2408 0 0 0 0 11
RFA_00658 0.69 0.64 0.75 9 1116 5 0 3 2 5
RFA_00659 0.47 0.36 0.63 5 1120 5 0 3 2 9
RFA_00664 -0.01 0.00 0.00 0 983 7 0 7 0 14
RFA_00667 0.30 0.29 0.33 4 978 9 1 7 1 10
RFA_00668 0.44 0.36 0.56 5 981 4 0 4 0 9
RFA_00672 0.68 0.46 1.00 6 897 0 0 0 0 7
RFA_00673 0.44 0.36 0.56 5 1119 5 0 4 1 9
RFA_00674 0.74 0.71 0.77 10 1115 4 0 3 1 4
RFA_00675 0.35 0.29 0.44 4 981 5 0 5 0 10
RFA_00677 0.74 0.71 0.77 10 977 5 0 3 2 4
RFA_00678 0.80 0.64 1.00 9 937 0 0 0 0 5
RFA_00680 0.74 0.71 0.77 10 1115 5 0 3 2 4
RFA_00684 0.84 0.71 1.00 10 980 1 0 0 1 4
RFA_00685 0.53 0.43 0.67 6 981 4 0 3 1 8
RFA_00695 0.43 0.43 0.43 6 7007 28 1 7 20 8
RFA_00703 0.43 0.43 0.43 6 4264 21 1 7 13 8
RFA_00704 0.67 0.57 0.80 8 980 3 0 2 1 6
RFA_00705 0.77 0.71 0.83 10 1023 2 0 2 0 4
RFA_00706 0.33 0.29 0.40 4 1025 6 0 6 0 10
RFA_00707 -0.01 0.00 0.00 0 1027 8 0 8 0 14
RFA_00708 0.64 0.57 0.73 8 1024 3 0 3 0 6
RFA_00709 0.50 0.43 0.60 6 980 5 0 4 1 8
RFA_00710 0.70 0.50 1.00 7 983 0 0 0 0 7
RFA_00711 0.59 0.50 0.70 7 1025 3 0 3 0 7
RFA_00715 0.26 0.21 0.33 3 937 6 0 6 0 11
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 0.80 0.64 1.00 9 894 0 0 0 0 5
RFA_00730 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00731 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00733 1.00 1.00 1.00 12 891 1 0 0 1 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 1 0 0 1 0
RFA_00737 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00745 1.00 1.00 1.00 12 934 1 0 0 1 0
RFA_00749 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00758 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00762 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00763 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00764 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00767 0.66 0.44 1.00 8 1883 0 0 0 0 10
RFA_00768 0.66 0.44 1.00 8 1883 0 0 0 0 10
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.58 0.39 0.88 7 2008 1 0 1 0 11
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.59 0.56 0.63 10 1937 6 2 4 0 8
RFA_00781 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00786 0.92 0.91 0.94 29 5019 2 2 0 0 3
RFA_00791 0.95 0.91 1.00 29 5122 1 0 0 1 3
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.87 0.81 0.93 26 5022 3 0 2 1 6
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 4 0 4 0 10
SRP_00137 0.75 0.84 0.68 21 4155 10 4 6 0 4
SRP_00141 0.83 0.76 0.91 31 6294 4 1 2 1 10
SRP_00146 0.89 0.86 0.91 31 5219 3 1 2 0 5
SRP_00285 0.95 0.93 0.97 28 3712 1 0 1 0 2
SRP_00338 0.96 0.94 0.97 34 5425 1 0 1 0 2

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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.