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

  1. Overview

  2. Performance Plots

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

  4. Performance of Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for RNASampler(seed) & Vsfold4 [.zip] - may take several seconds...


Overview

Metric RNASampler(seed) Vsfold4
MCC 0.629 > 0.349
Average MCC ± 95% Confidence Intervals 0.470 ± 0.066 > 0.373 ± 0.060
Sensitivity 0.468 > 0.318
Positive Predictive Value 0.847 > 0.388
Total TP 1072 > 728
Total TN 696315 > 695704
Total FP 320 < 1380
Total FP CONTRA 57 < 188
Total FP INCONS 137 < 961
Total FP COMP 126 < 231
Total FN 1217 < 1561
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of RNASampler(seed) and Vsfold4. 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 Vsfold4).

  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 Vsfold4).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNASampler(seed) and Vsfold4. 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 Vsfold4).

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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

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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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Performance of Vsfold4 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 728
Total TN 695704
Total FP 1380
Total FP CONTRA 188
Total FP INCONS 961
Total FP COMP 231
Total FN 1561
Total Scores
MCC 0.349
Average MCC ± 95% Confidence Intervals 0.373 ± 0.060
Sensitivity 0.318
Positive Predictive Value 0.388
Nr of predictions 98

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2. Individual counts for Vsfold4 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.84 0.71 1.00 10 936 0 0 0 0 4
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.46 0.41 0.52 17 5017 16 0 16 0 24
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.17 0.17 0.18 4 2679 19 0 18 1 19
PDB_00810 0.45 0.35 0.60 6 1071 4 2 2 0 11
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01051 0.36 0.38 0.36 5 889 9 2 7 0 8
PDB_01092 0.66 0.58 0.77 30 10114 10 2 7 1 22
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00390 0.93 0.87 1.00 13 1418 2 0 0 2 2
RFA_00416 0.97 0.93 1.00 14 1471 3 0 0 3 1
RFA_00433 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00587 1.00 1.00 1.00 15 4836 11 0 0 11 0
RFA_00603 0.30 0.29 0.32 10 13499 21 5 16 0 25
RFA_00604 0.52 0.49 0.57 17 13500 18 8 5 5 18
RFA_00605 0.19 0.17 0.22 6 15198 33 3 18 12 29
RFA_00606 0.34 0.36 0.33 14 21278 40 5 24 11 25
RFA_00607 0.61 0.56 0.67 20 17736 23 2 8 13 16
RFA_00609 0.56 0.59 0.54 22 17914 27 4 15 8 15
RFA_00610 0.64 0.65 0.63 24 17167 23 2 12 9 13
RFA_00611 0.56 0.54 0.58 19 13008 17 3 11 3 16
RFA_00613 0.27 0.26 0.29 9 12849 25 5 17 3 26
RFA_00615 0.31 0.29 0.34 10 13337 19 7 12 0 25
RFA_00620 0.22 0.23 0.21 9 21903 40 11 22 7 30
RFA_00626 0.20 0.18 0.22 16 56543 61 11 46 4 71
RFA_00627 0.23 0.22 0.24 19 56874 63 13 47 3 68
RFA_00628 0.24 0.22 0.26 19 57218 64 8 46 10 67
RFA_00630 0.30 0.29 0.32 25 56875 58 3 50 5 62
RFA_00632 0.36 0.36 0.37 10 4068 17 3 14 0 18
RFA_00636 0.58 0.57 0.59 16 3978 11 1 10 0 12
RFA_00642 0.00 0.00 0.00 0 2915 11 1 10 0 18
RFA_00643 0.45 0.39 0.54 7 2198 6 0 6 0 11
RFA_00644 0.22 0.22 0.22 4 2683 14 1 13 0 14
RFA_00645 -0.01 0.00 0.00 0 2404 11 0 11 0 18
RFA_00649 -0.01 0.00 0.00 0 2130 15 1 14 0 18
RFA_00651 0.41 0.39 0.44 7 2064 9 1 8 0 11
RFA_00653 -0.01 0.00 0.00 0 2134 11 0 11 0 18
RFA_00654 0.54 0.44 0.67 8 2403 5 1 3 1 10
RFA_00658 0.40 0.29 0.57 4 1121 5 0 3 2 10
RFA_00659 -0.01 0.00 0.00 0 1122 8 0 6 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.22 0.21 0.25 3 978 10 1 8 1 11
RFA_00668 0.40 0.36 0.45 5 979 6 0 6 0 9
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00674 -0.01 0.00 0.00 0 1118 10 0 10 0 14
RFA_00675 -0.01 0.00 0.00 0 981 9 1 8 0 14
RFA_00677 0.64 0.57 0.73 8 979 5 0 3 2 6
RFA_00678 0.32 0.21 0.50 3 940 3 0 3 0 11
RFA_00680 0.69 0.64 0.75 9 1116 6 0 3 3 5
RFA_00684 0.75 0.57 1.00 8 982 1 0 0 1 6
RFA_00685 0.35 0.29 0.44 4 981 6 0 5 1 10
RFA_00695 0.00 0.00 0.00 0 7014 26 2 5 19 14
RFA_00703 0.00 0.00 0.00 0 4270 22 2 6 14 14
RFA_00704 -0.01 0.00 0.00 0 983 8 0 7 1 14
RFA_00705 0.69 0.64 0.75 9 1023 4 0 3 1 5
RFA_00706 -0.01 0.00 0.00 0 1024 11 2 9 0 14
RFA_00707 0.31 0.29 0.36 4 1024 7 0 7 0 10
RFA_00708 0.40 0.29 0.57 4 1028 4 0 3 1 10
RFA_00709 -0.01 0.00 0.00 0 985 6 0 5 1 14
RFA_00710 -0.01 0.00 0.00 0 980 10 0 10 0 14
RFA_00711 -0.01 0.00 0.00 0 1026 9 0 9 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 0 936 10 0 10 0 14
RFA_00717 0.39 0.36 0.45 5 892 6 0 6 0 9
RFA_00730 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00731 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.34 0.33 0.36 4 892 7 2 5 0 8
RFA_00736 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00737 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00745 -0.01 0.00 0.00 0 941 5 1 4 0 12
RFA_00749 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00758 -0.01 0.00 0.00 0 898 5 0 5 0 12
RFA_00762 0.39 0.42 0.38 5 890 8 2 6 0 7
RFA_00763 0.64 0.42 1.00 5 898 0 0 0 0 7
RFA_00764 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00765 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00767 -0.01 0.00 0.00 0 1878 13 1 12 0 18
RFA_00768 -0.01 0.00 0.00 0 1875 16 1 15 0 18
RFA_00769 0.50 0.50 0.50 9 1935 9 4 5 0 9
RFA_00770 -0.01 0.00 0.00 0 2003 15 2 11 2 18
RFA_00773 -0.01 0.00 0.00 0 1936 19 1 16 2 18
RFA_00779 0.65 0.56 0.77 10 1940 3 2 1 0 8
RFA_00781 0.56 0.53 0.59 17 5021 12 1 11 0 15
RFA_00786 0.39 0.34 0.44 11 5025 14 1 13 0 21
RFA_00791 0.41 0.34 0.50 11 5129 11 1 10 0 21
RFA_00792 0.57 0.53 0.61 17 5022 11 0 11 0 15
RFA_00801 0.53 0.50 0.57 16 5022 12 2 10 0 16
RFA_00808 0.62 0.56 0.69 9 2003 4 3 1 0 7
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
RFA_00814 0.41 0.39 0.43 16 25163 33 3 18 12 25
RFA_00815 0.11 0.12 0.10 5 24483 47 6 37 4 36
RFA_00816 0.12 0.12 0.13 5 23181 42 9 25 8 36
RFA_00817 0.11 0.12 0.11 5 21898 42 16 26 0 36
RFA_00818 0.00 0.00 0.00 0 20265 46 10 26 10 41
RFA_00819 0.20 0.20 0.21 8 27928 45 6 24 15 33

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