CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

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

  4. Performance of RNAwolf - scored lower in this pairwise comparison

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


Overview

Metric Murlet(seed) RNAwolf
MCC 0.468 > 0.407
Average MCC ± 95% Confidence Intervals 0.340 ± 0.080 < 0.401 ± 0.061
Sensitivity 0.266 < 0.405
Positive Predictive Value 0.828 > 0.415
Total TP 475 < 724
Total TN 307733 > 306561
Total FP 103 < 1310
Total FP CONTRA 0 < 144
Total FP INCONS 99 < 878
Total FP COMP 4 < 288
Total FN 1311 > 1062
P-value 3.56938820447e-08

^top




Performance plots


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

  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 RNAwolf).

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

^top





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

^top



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

^top



Performance of RNAwolf - scored lower in this pairwise comparison

1. Total counts & total scores for RNAwolf

Total Base Pair Counts
Total TP 724
Total TN 306561
Total FP 1310
Total FP CONTRA 144
Total FP INCONS 878
Total FP COMP 288
Total FN 1062
Total Scores
MCC 0.407
Average MCC ± 95% Confidence Intervals 0.401 ± 0.061
Sensitivity 0.405
Positive Predictive Value 0.415
Nr of predictions 91

^top



2. Individual counts for RNAwolf [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.42 0.36 0.50 5 936 6 0 5 1 9
PDB_00012 0.92 0.86 1.00 6 400 2 0 0 2 1
PDB_00213 0.84 0.83 0.85 34 5010 7 0 6 1 7
PDB_00553 0.90 0.82 1.00 9 456 0 0 0 0 2
PDB_00716 0.68 0.57 0.81 13 2685 3 0 3 0 10
PDB_00810 0.55 0.47 0.67 8 1069 4 0 4 0 9
PDB_01050 0.80 0.77 0.83 10 618 2 0 2 0 3
PDB_01051 1.00 1.00 1.00 13 890 5 0 0 5 0
PDB_01092 0.43 0.38 0.49 20 10112 23 2 19 2 32
PDB_01152 0.92 0.86 1.00 12 549 1 0 0 1 2
RFA_00390 0.74 0.67 0.83 10 1419 5 0 2 3 5
RFA_00416 0.80 0.80 0.80 12 1470 8 0 3 5 3
RFA_00433 0.71 0.67 0.77 10 1418 7 2 1 4 5
RFA_00587 0.93 0.87 1.00 13 4838 16 0 0 16 2
RFA_00603 0.55 0.60 0.50 21 13488 33 5 16 12 14
RFA_00604 0.73 0.77 0.69 27 13491 29 5 7 17 8
RFA_00605 0.15 0.17 0.14 6 15181 46 6 32 8 29
RFA_00607 0.44 0.44 0.44 16 17730 39 1 19 19 20
RFA_00609 0.59 0.62 0.56 23 17914 37 1 17 19 14
RFA_00610 0.09 0.11 0.08 4 17154 53 17 30 6 33
RFA_00611 0.65 0.69 0.62 24 13002 29 3 12 14 11
RFA_00613 0.16 0.17 0.15 6 12839 41 8 27 6 29
RFA_00615 0.10 0.11 0.09 4 13321 42 10 31 1 31
RFA_00632 0.25 0.25 0.27 7 4069 22 1 18 3 21
RFA_00636 0.40 0.39 0.41 11 3978 19 1 15 3 17
RFA_00642 -0.01 0.00 0.00 0 2906 20 2 18 0 18
RFA_00643 -0.01 0.00 0.00 0 2190 21 4 17 0 18
RFA_00644 -0.01 0.00 0.00 0 2682 21 0 19 2 18
RFA_00645 -0.01 0.00 0.00 0 2396 19 4 15 0 18
RFA_00649 0.42 0.44 0.40 8 2125 14 1 11 2 10
RFA_00651 0.10 0.11 0.11 2 2061 17 1 16 0 16
RFA_00653 -0.01 0.00 0.00 0 2123 22 4 18 0 18
RFA_00654 -0.01 0.00 0.00 0 2394 21 3 18 0 18
RFA_00658 0.56 0.50 0.64 7 1117 8 0 4 4 7
RFA_00659 0.20 0.21 0.21 3 1114 14 1 10 3 11
RFA_00664 -0.02 0.00 0.00 0 974 16 0 16 0 14
RFA_00667 0.27 0.29 0.27 4 975 12 1 10 1 10
RFA_00668 0.44 0.43 0.46 6 977 7 0 7 0 8
RFA_00672 -0.01 0.00 0.00 0 893 12 0 10 2 13
RFA_00673 0.36 0.36 0.38 5 1115 10 0 8 2 9
RFA_00674 0.74 0.71 0.77 10 1115 5 0 3 2 4
RFA_00675 -0.01 0.00 0.00 0 979 13 0 11 2 14
RFA_00677 0.55 0.57 0.53 8 975 10 0 7 3 6
RFA_00678 0.30 0.29 0.33 4 934 10 0 8 2 10
RFA_00680 0.42 0.43 0.43 6 1114 12 0 8 4 8
RFA_00684 0.37 0.29 0.50 4 982 4 1 3 0 10
RFA_00685 0.46 0.43 0.50 6 978 6 2 4 0 8
RFA_00695 0.00 0.00 0.00 0 7002 39 2 17 20 14
RFA_00703 0.39 0.43 0.35 6 4261 25 6 5 14 8
RFA_00704 -0.01 0.00 0.00 0 979 11 2 9 0 14
RFA_00705 0.69 0.71 0.67 10 1020 6 0 5 1 4
RFA_00706 -0.01 0.00 0.00 0 1023 12 2 10 0 14
RFA_00707 -0.01 0.00 0.00 0 1025 11 0 10 1 14
RFA_00708 -0.01 0.00 0.00 0 1025 10 1 9 0 14
RFA_00709 -0.01 0.00 0.00 0 978 12 0 12 0 14
RFA_00710 -0.01 0.00 0.00 0 978 12 1 11 0 14
RFA_00711 -0.01 0.00 0.00 0 1022 14 2 11 1 14
RFA_00715 -0.01 0.00 0.00 0 936 10 0 10 0 14
RFA_00716 0.06 0.07 0.07 1 932 13 0 13 0 13
RFA_00717 0.69 0.64 0.75 9 891 4 0 3 1 5
RFA_00730 0.48 0.42 0.56 5 894 6 0 4 2 7
RFA_00731 0.55 0.58 0.54 7 890 9 1 5 3 5
RFA_00733 0.23 0.25 0.23 3 890 12 1 9 2 9
RFA_00734 0.52 0.50 0.55 6 892 7 0 5 2 6
RFA_00736 0.48 0.42 0.56 5 894 7 0 4 3 7
RFA_00737 0.34 0.33 0.36 4 892 9 2 5 2 8
RFA_00745 0.66 0.67 0.67 8 934 8 0 4 4 4
RFA_00749 0.55 0.58 0.54 7 890 9 1 5 3 5
RFA_00758 0.45 0.42 0.50 5 893 5 0 5 0 7
RFA_00762 0.55 0.58 0.54 7 890 9 1 5 3 5
RFA_00763 0.58 0.58 0.58 7 891 8 0 5 3 5
RFA_00764 0.48 0.42 0.56 5 894 6 0 4 2 7
RFA_00765 0.36 0.42 0.33 5 888 13 0 10 3 7
RFA_00767 0.48 0.44 0.53 8 1876 8 1 6 1 10
RFA_00768 0.50 0.44 0.57 8 1877 8 1 5 2 10
RFA_00769 0.41 0.44 0.38 8 1932 13 3 10 0 10
RFA_00770 0.51 0.50 0.53 9 1999 12 2 6 4 9
RFA_00773 0.42 0.39 0.47 7 1938 12 1 7 4 11
RFA_00779 0.26 0.28 0.26 5 1934 14 6 8 0 13
RFA_00781 0.72 0.72 0.72 23 5018 13 0 9 4 9
RFA_00786 0.32 0.31 0.34 10 5021 22 2 17 3 22
RFA_00791 0.41 0.44 0.39 14 5115 23 5 17 1 18
RFA_00792 0.18 0.16 0.21 5 5026 20 2 17 1 27
RFA_00801 0.31 0.31 0.32 10 5019 22 2 19 1 22
RFA_00808 0.68 0.56 0.82 9 2005 2 2 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 6 0 4 2 10
SRP_00137 0.35 0.40 0.31 10 4154 22 7 15 0 15
SRP_00141 0.89 0.90 0.88 37 6286 11 1 4 6 4
SRP_00146 0.24 0.22 0.28 8 5224 21 1 20 0 28
SRP_00285 0.61 0.53 0.70 16 3718 12 0 7 5 14
SRP_00338 0.94 0.94 0.94 34 5424 9 0 2 7 2

^top


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