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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CentroidFold RNASampler(seed)
MCC 0.646 > 0.629
Average MCC ± 95% Confidence Intervals 0.563 ± 0.067 > 0.470 ± 0.066
Sensitivity 0.570 > 0.468
Positive Predictive Value 0.735 < 0.847
Total TP 1304 > 1072
Total TN 695807 < 696315
Total FP 750 > 320
Total FP CONTRA 84 > 57
Total FP INCONS 386 > 137
Total FP COMP 280 > 126
Total FN 985 < 1217
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of CentroidFold - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 1304
Total TN 695807
Total FP 750
Total FP CONTRA 84
Total FP INCONS 386
Total FP COMP 280
Total FN 985
Total Scores
MCC 0.646
Average MCC ± 95% Confidence Intervals 0.563 ± 0.067
Sensitivity 0.570
Positive Predictive Value 0.735
Nr of predictions 98

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2. Individual counts for CentroidFold [ 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 0.94 0.88 1.00 36 5014 0 0 0 0 5
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.33 0.30 0.37 7 2682 13 0 12 1 16
PDB_00810 0.70 0.59 0.83 10 1069 3 0 2 1 7
PDB_01050 0.96 0.92 1.00 12 618 2 0 0 2 1
PDB_01051 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01092 0.71 0.63 0.80 33 10112 10 1 7 2 19
PDB_01152 0.96 0.93 1.00 13 548 0 0 0 0 1
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 3 0 0 3 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 8 0 0 8 0
RFA_00603 0.66 0.57 0.77 20 13504 6 4 2 0 15
RFA_00604 0.72 0.74 0.70 26 13493 23 2 9 12 9
RFA_00605 0.36 0.31 0.42 11 15199 25 2 13 10 24
RFA_00606 0.57 0.51 0.63 20 21289 21 7 5 9 19
RFA_00607 0.88 0.81 0.97 29 17736 9 0 1 8 7
RFA_00609 0.78 0.78 0.78 29 17918 21 2 6 13 8
RFA_00610 0.89 0.84 0.94 31 17172 15 0 2 13 6
RFA_00611 0.85 0.74 0.96 26 13014 1 0 1 0 9
RFA_00613 0.34 0.20 0.58 7 12868 5 4 1 0 28
RFA_00615 0.66 0.57 0.77 20 13340 6 4 2 0 15
RFA_00620 0.68 0.56 0.81 22 21918 20 0 5 15 17
RFA_00626 0.90 0.86 0.95 75 56537 20 0 4 16 12
RFA_00627 0.87 0.82 0.93 71 56877 18 0 5 13 16
RFA_00628 0.90 0.86 0.94 74 57212 20 0 5 15 12
RFA_00630 0.80 0.76 0.85 66 56875 25 0 12 13 21
RFA_00632 0.67 0.61 0.74 17 4072 6 1 5 0 11
RFA_00636 0.64 0.64 0.64 18 3977 10 4 6 0 10
RFA_00642 0.00 0.00 0.00 0 2926 0 0 0 0 18
RFA_00643 0.00 0.00 0.00 0 2205 6 0 6 0 18
RFA_00644 0.00 0.00 0.00 0 2700 1 0 1 0 18
RFA_00645 -0.01 0.00 0.00 0 2404 11 2 9 0 18
RFA_00649 0.00 0.00 0.00 0 2139 6 5 1 0 18
RFA_00651 0.21 0.11 0.40 2 2075 3 0 3 0 16
RFA_00653 -0.01 0.00 0.00 0 2134 11 2 9 0 18
RFA_00654 -0.01 0.00 0.00 0 2401 14 2 12 0 18
RFA_00658 0.59 0.50 0.70 7 1118 5 0 3 2 7
RFA_00659 -0.01 0.00 0.00 0 1120 10 1 7 2 14
RFA_00664 -0.01 0.00 0.00 0 981 10 0 9 1 14
RFA_00667 0.29 0.29 0.31 4 977 10 1 8 1 10
RFA_00668 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 0.42 0.36 0.50 5 1118 6 0 5 1 9
RFA_00674 0.09 0.07 0.14 1 1121 6 0 6 0 13
RFA_00675 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00677 0.59 0.57 0.62 8 977 7 0 5 2 6
RFA_00678 0.53 0.29 1.00 4 942 0 0 0 0 10
RFA_00680 0.74 0.71 0.77 10 1115 6 0 3 3 4
RFA_00684 0.66 0.64 0.69 9 977 5 0 4 1 5
RFA_00685 0.35 0.21 0.60 3 985 2 0 2 0 11
RFA_00695 0.33 0.21 0.50 3 7015 19 1 2 16 11
RFA_00703 0.67 0.64 0.69 9 4265 19 1 3 15 5
RFA_00704 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00705 0.74 0.71 0.77 10 1022 4 0 3 1 4
RFA_00706 0.35 0.21 0.60 3 1030 2 0 2 0 11
RFA_00707 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00708 0.40 0.29 0.57 4 1028 3 0 3 0 10
RFA_00709 -0.01 0.00 0.00 0 982 9 0 8 1 14
RFA_00710 -0.01 0.00 0.00 0 984 6 0 6 0 14
RFA_00711 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00715 -0.01 0.00 0.00 0 937 9 0 9 0 14
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 0.63 0.58 0.70 7 893 5 0 3 2 5
RFA_00731 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00733 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00734 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00736 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00737 0.78 0.75 0.82 9 892 4 0 2 2 3
RFA_00745 0.60 0.58 0.64 7 935 6 1 3 2 5
RFA_00749 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00758 0.86 0.75 1.00 9 894 1 0 0 1 3
RFA_00762 0.64 0.67 0.62 8 890 6 1 4 1 4
RFA_00763 0.78 0.75 0.82 9 892 4 0 2 2 3
RFA_00764 0.83 0.83 0.83 10 891 4 0 2 2 2
RFA_00765 0.78 0.75 0.82 9 892 4 0 2 2 3
RFA_00767 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00768 0.45 0.44 0.47 8 1874 9 1 8 0 10
RFA_00769 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00770 0.64 0.50 0.82 9 2005 4 0 2 2 9
RFA_00773 0.71 0.56 0.91 10 1942 3 1 0 2 8
RFA_00779 0.68 0.56 0.83 10 1941 2 0 2 0 8
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.47 0.41 0.54 13 5026 11 1 10 0 19
RFA_00791 0.90 0.88 0.93 28 5121 3 1 1 1 4
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.81 0.78 0.83 25 5020 6 0 5 1 7
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.43 0.38 0.50 6 2133 6 0 6 0 10
RFA_00814 0.70 0.51 0.95 21 25178 6 0 1 5 20
RFA_00815 0.61 0.61 0.61 25 24490 22 1 15 6 16
RFA_00816 0.75 0.73 0.77 30 23181 14 8 1 5 11
RFA_00817 0.13 0.12 0.14 5 21909 31 9 22 0 36
RFA_00818 0.54 0.54 0.54 22 20260 26 11 8 7 19
RFA_00819 0.49 0.37 0.65 15 27943 23 0 8 15 26

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Performance of RNASampler(seed) - scored lower 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

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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

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