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 0.727 > 0.519
Average MCC ± 95% Confidence Intervals 0.705 ± 0.046 > 0.389 ± 0.066
Sensitivity 0.631 > 0.322
Positive Predictive Value 0.840 > 0.839
Total TP 2576 > 1315
Total TN 1506517 < 1508018
Total FP 725 > 308
Total FP CONTRA 94 > 9
Total FP INCONS 398 > 243
Total FP COMP 233 > 56
Total FN 1504 < 2765
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 2576
Total TN 1506517
Total FP 725
Total FP CONTRA 94
Total FP INCONS 398
Total FP COMP 233
Total FN 1504
Total Scores
MCC 0.727
Average MCC ± 95% Confidence Intervals 0.705 ± 0.046
Sensitivity 0.631
Positive Predictive Value 0.840
Nr of predictions 120

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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_00606 0.72 0.69 0.75 27 21285 17 7 2 8 12
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_00620 0.23 0.15 0.35 6 21928 16 1 10 5 33
RFA_00626 0.85 0.79 0.92 69 56541 13 1 5 7 18
RFA_00627 0.86 0.75 0.98 65 56887 13 0 1 12 22
RFA_00628 0.86 0.78 0.94 67 57220 7 1 3 3 19
RFA_00630 0.87 0.83 0.92 72 56875 10 1 5 4 15
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_00639 0.51 0.46 0.56 40 54544 38 3 28 7 47
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
RFA_00814 0.96 0.93 1.00 38 25162 6 0 0 6 3
RFA_00815 0.92 0.85 1.00 35 24496 1 0 0 1 6
RFA_00816 0.80 0.63 1.00 26 23194 1 0 0 1 15
RFA_00817 0.68 0.59 0.80 24 21915 9 2 4 3 17
RFA_00818 0.57 0.54 0.61 22 20265 18 8 6 4 19
RFA_00819 0.95 0.93 0.97 38 27927 15 0 1 14 3
SRP_00079 0.73 0.67 0.79 59 41830 21 3 13 5 29
SRP_00124 0.39 0.18 0.88 15 37111 2 0 2 0 70
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_00182 0.83 0.75 0.93 76 45974 8 0 6 2 25
SRP_00197 0.70 0.51 0.96 52 49401 2 0 2 0 49
SRP_00198 0.72 0.54 0.97 56 50982 2 0 2 0 47
SRP_00199 0.68 0.50 0.95 52 50985 3 0 3 0 53
SRP_00202 0.77 0.62 0.95 73 54208 6 0 4 2 44
SRP_00241 0.65 0.51 0.82 42 46005 10 0 9 1 40
SRP_00255 0.55 0.31 0.97 29 47556 3 0 1 2 65
SRP_00260 0.76 0.74 0.78 74 47800 23 4 17 2 26
SRP_00278 0.57 0.34 0.95 36 46018 3 0 2 1 69
SRP_00285 0.95 0.93 0.97 28 3712 1 0 1 0 2
SRP_00322 0.87 0.82 0.94 89 48421 7 0 6 1 20
SRP_00328 0.67 0.66 0.69 56 39540 29 7 18 4 29
SRP_00329 0.64 0.61 0.68 52 39826 28 4 21 3 33
SRP_00338 0.96 0.94 0.97 34 5425 1 0 1 0 2
SRP_00339 0.86 0.84 0.89 79 44462 13 0 10 3 15
SRP_00340 0.61 0.39 0.97 32 41295 1 0 1 0 50

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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 1315
Total TN 1508018
Total FP 308
Total FP CONTRA 9
Total FP INCONS 243
Total FP COMP 56
Total FN 2765
Total Scores
MCC 0.519
Average MCC ± 95% Confidence Intervals 0.389 ± 0.066
Sensitivity 0.322
Positive Predictive Value 0.839
Nr of predictions 120

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