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 RNASampler(seed) - scored higher in this pairwise comparison

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

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


Overview

Metric RNASampler(seed) Mastr(seed)
MCC 0.629 > 0.512
Average MCC ± 95% Confidence Intervals 0.470 ± 0.066 > 0.407 ± 0.071
Sensitivity 0.468 > 0.322
Positive Predictive Value 0.847 > 0.820
Total TP 1072 > 736
Total TN 696315 < 696683
Total FP 320 > 234
Total FP CONTRA 57 > 22
Total FP INCONS 137 < 140
Total FP COMP 126 > 72
Total FN 1217 < 1553
P-value 3.56938820447e-08

^top




Performance plots


  1. Comparison of performance of RNASampler(seed) and Mastr(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 RNASampler(seed) and Mastr(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 RNASampler(seed) and Mastr(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNASampler(seed) and Mastr(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 RNASampler(seed) and Mastr(seed)).

^top





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

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

Total Base Pair Counts
Total TP 1072
Total TN 696315
Total FP 320
Total FP CONTRA 57
Total FP INCONS 137
Total FP COMP 126
Total FN 1217
Total Scores
MCC 0.629
Average MCC ± 95% Confidence Intervals 0.470 ± 0.066
Sensitivity 0.468
Positive Predictive Value 0.847
Nr of predictions 98

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.88 0.79 1.00 11 935 0 0 0 0 3
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.76 0.59 1.00 24 5026 0 0 0 0 17
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.50 0.39 0.64 9 2687 6 0 5 1 14
PDB_00810 0.42 0.18 1.00 3 1078 0 0 0 0 14
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01051 0.45 0.31 0.67 4 897 6 0 2 4 9
PDB_01092 0.72 0.62 0.84 32 10115 8 0 6 2 20
PDB_01152 0.84 0.71 1.00 10 551 0 0 0 0 4
RFA_00390 0.00 0.00 0.00 0 1431 0 0 0 0 15
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 5 0 0 5 0
RFA_00603 0.63 0.51 0.78 18 13507 8 3 2 3 17
RFA_00604 0.73 0.66 0.82 23 13502 14 4 1 9 12
RFA_00605 0.41 0.31 0.55 11 15205 11 1 8 2 24
RFA_00606 0.44 0.36 0.54 14 21295 18 7 5 6 25
RFA_00607 0.71 0.56 0.91 20 17744 9 0 2 7 16
RFA_00609 0.82 0.68 1.00 25 17930 6 0 0 6 12
RFA_00610 0.81 0.70 0.93 26 17177 9 0 2 7 11
RFA_00611 0.68 0.57 0.80 20 13016 8 3 2 3 15
RFA_00613 0.58 0.46 0.73 16 12858 6 4 2 0 19
RFA_00615 0.63 0.51 0.78 18 13343 5 3 2 0 17
RFA_00620 0.52 0.44 0.63 17 21918 15 2 8 5 22
RFA_00626 0.80 0.64 1.00 56 56560 5 0 0 5 31
RFA_00627 0.77 0.63 0.93 55 56894 8 0 4 4 32
RFA_00628 0.78 0.64 0.95 55 57233 12 0 3 9 31
RFA_00630 0.77 0.66 0.90 57 56890 15 0 6 9 30
RFA_00632 0.78 0.68 0.90 19 4074 2 1 1 0 9
RFA_00636 0.85 0.75 0.95 21 3983 1 1 0 0 7
RFA_00642 0.58 0.39 0.88 7 2918 1 0 1 0 11
RFA_00643 0.21 0.17 0.27 3 2200 8 0 8 0 15
RFA_00644 0.44 0.33 0.60 6 2691 4 1 3 0 12
RFA_00645 -0.01 0.00 0.00 0 2403 12 3 9 0 18
RFA_00649 0.44 0.33 0.60 6 2135 4 1 3 0 12
RFA_00651 0.33 0.22 0.50 4 2072 4 1 3 0 14
RFA_00653 -0.01 0.00 0.00 0 2133 12 3 9 0 18
RFA_00654 0.39 0.28 0.56 5 2406 4 1 3 0 13
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 0.53 0.29 1.00 4 986 0 0 0 0 10
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 0.53 0.29 1.00 4 986 0 0 0 0 10
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 0.46 0.21 1.00 3 4275 0 0 0 0 11
RFA_00704 -0.01 0.00 0.00 0 987 3 0 3 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 -0.01 0.00 0.00 0 943 3 0 3 0 14
RFA_00717 0.00 0.00 0.00 0 903 0 0 0 0 14
RFA_00730 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00731 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00733 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00734 0.64 0.42 1.00 5 898 0 0 0 0 7
RFA_00736 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00737 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00745 0.50 0.25 1.00 3 943 0 0 0 0 9
RFA_00749 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00758 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00762 0.64 0.42 1.00 5 898 0 0 0 0 7
RFA_00763 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00764 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00765 0.50 0.25 1.00 3 900 0 0 0 0 9
RFA_00767 0.65 0.56 0.77 10 1878 3 3 0 0 8
RFA_00768 0.65 0.56 0.77 10 1878 3 3 0 0 8
RFA_00769 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00770 0.52 0.39 0.70 7 2006 3 3 0 0 11
RFA_00773 0.59 0.50 0.69 9 1940 4 4 0 0 9
RFA_00779 0.65 0.56 0.77 10 1940 3 3 0 0 8
RFA_00781 0.85 0.72 1.00 23 5027 0 0 0 0 9
RFA_00786 0.79 0.63 1.00 20 5030 0 0 0 0 12
RFA_00791 0.71 0.56 0.90 18 5131 2 0 2 0 14
RFA_00792 0.81 0.72 0.92 23 5025 2 0 2 0 9
RFA_00801 0.74 0.63 0.87 20 5027 4 0 3 1 12
RFA_00808 0.58 0.56 0.60 9 2001 6 0 6 0 7
RFA_00809 0.36 0.38 0.35 6 2128 11 1 10 0 10
RFA_00814 0.87 0.78 0.97 32 25167 6 0 1 5 9
RFA_00815 0.88 0.78 1.00 32 24499 8 0 0 8 9
RFA_00816 0.86 0.76 0.97 31 23188 6 0 1 5 10
RFA_00817 0.86 0.76 0.97 31 21913 1 0 1 0 10
RFA_00818 0.86 0.73 1.00 30 20271 6 0 0 6 11
RFA_00819 0.88 0.78 1.00 32 27934 5 0 0 5 9

^top



Performance of Mastr(seed) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 736
Total TN 696683
Total FP 234
Total FP CONTRA 22
Total FP INCONS 140
Total FP COMP 72
Total FN 1553
Total Scores
MCC 0.512
Average MCC ± 95% Confidence Intervals 0.407 ± 0.071
Sensitivity 0.322
Positive Predictive Value 0.820
Nr of predictions 98

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.60 0.43 0.86 6 939 2 0 1 1 8
PDB_00012 0.00 0.00 0.00 0 406 0 0 0 0 7
PDB_00213 0.81 0.73 0.91 30 5017 3 0 3 0 11
PDB_00553 0.00 0.00 0.00 0 465 0 0 0 0 11
PDB_00716 0.00 0.00 0.00 0 2701 0 0 0 0 23
PDB_00810 0.43 0.35 0.55 6 1070 6 0 5 1 11
PDB_01050 0.78 0.62 1.00 8 622 2 0 0 2 5
PDB_01051 0.00 0.00 0.00 0 903 0 0 0 0 13
PDB_01092 0.00 0.00 0.00 0 10153 0 0 0 0 52
PDB_01152 0.81 0.79 0.85 11 548 2 0 2 0 3
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 0.61 0.51 0.75 44 56557 22 2 13 7 43
RFA_00627 0.84 0.75 0.94 65 56884 16 0 4 12 22
RFA_00628 0.88 0.80 0.96 69 57219 11 0 3 8 17
RFA_00630 0.80 0.70 0.91 61 56886 14 0 6 8 26
RFA_00632 0.00 0.00 0.00 0 4095 0 0 0 0 28
RFA_00636 0.00 0.00 0.00 0 4005 0 0 0 0 28
RFA_00642 0.58 0.33 1.00 6 2920 0 0 0 0 12
RFA_00643 0.29 0.17 0.50 3 2205 3 0 3 0 15
RFA_00644 0.62 0.39 1.00 7 2694 0 0 0 0 11
RFA_00645 0.58 0.33 1.00 6 2409 0 0 0 0 12
RFA_00649 0.67 0.44 1.00 8 2137 0 0 0 0 10
RFA_00651 0.67 0.44 1.00 8 2072 0 0 0 0 10
RFA_00653 0.00 0.00 0.00 0 2143 2 0 2 0 18
RFA_00654 0.62 0.39 1.00 7 2408 0 0 0 0 11
RFA_00658 0.56 0.43 0.75 6 1120 3 0 2 1 8
RFA_00659 0.50 0.36 0.71 5 1121 3 0 2 1 9
RFA_00664 0.27 0.07 1.00 1 989 0 0 0 0 13
RFA_00667 -0.01 0.00 0.00 0 988 2 0 2 0 14
RFA_00668 0.50 0.36 0.71 5 983 3 0 2 1 9
RFA_00672 0.28 0.08 1.00 1 902 0 0 0 0 12
RFA_00673 0.46 0.21 1.00 3 1125 0 0 0 0 11
RFA_00674 0.53 0.29 1.00 4 1124 0 0 0 0 10
RFA_00675 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00677 0.46 0.21 1.00 3 987 0 0 0 0 11
RFA_00678 0.43 0.29 0.67 4 940 2 0 2 0 10
RFA_00680 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00684 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00685 0.56 0.43 0.75 6 982 3 0 2 1 8
RFA_00695 0.00 0.00 0.00 0 7017 4 2 2 0 14
RFA_00703 0.00 0.00 0.00 0 4270 8 3 5 0 14
RFA_00704 -0.01 0.00 0.00 0 988 2 0 2 0 14
RFA_00705 0.27 0.07 1.00 1 1034 0 0 0 0 13
RFA_00706 0.30 0.14 0.67 2 1032 1 0 1 0 12
RFA_00707 0.50 0.36 0.71 5 1028 3 0 2 1 9
RFA_00708 0.40 0.21 0.75 3 1031 1 0 1 0 11
RFA_00709 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00710 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00711 0.27 0.07 1.00 1 1034 0 0 0 0 13
RFA_00715 0.35 0.21 0.60 3 941 2 0 2 0 11
RFA_00716 0.26 0.14 0.50 2 942 2 0 2 0 12
RFA_00717 0.62 0.50 0.78 7 894 2 0 2 0 7
RFA_00730 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00731 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00733 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00734 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00736 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00737 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00745 0.91 0.83 1.00 10 936 2 0 0 2 2
RFA_00749 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00758 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00762 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00763 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00764 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00765 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00767 0.67 0.50 0.90 9 1881 1 0 1 0 9
RFA_00768 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00769 0.64 0.50 0.82 9 1942 2 1 1 0 9
RFA_00770 0.68 0.56 0.83 10 2004 2 0 2 0 8
RFA_00773 0.64 0.50 0.82 9 1942 2 1 1 0 9
RFA_00779 0.65 0.56 0.77 10 1940 3 0 3 0 8
RFA_00781 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00786 0.73 0.75 0.71 24 5016 10 2 8 0 8
RFA_00791 0.64 0.66 0.64 21 5118 12 2 10 0 11
RFA_00792 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00801 0.40 0.41 0.39 13 5017 20 2 18 0 19
RFA_00808 -0.01 0.00 0.00 0 2001 17 2 13 2 16
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
RFA_00814 0.00 0.00 0.00 0 25200 0 0 0 0 41
RFA_00815 0.00 0.00 0.00 0 24531 0 0 0 0 41
RFA_00816 0.00 0.00 0.00 0 23220 0 0 0 0 41
RFA_00817 0.00 0.00 0.00 0 21945 0 0 0 0 41
RFA_00818 0.00 0.00 0.00 0 20301 0 0 0 0 41
RFA_00819 0.00 0.00 0.00 0 27966 0 0 0 0 41

^top


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