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 RNASampler(seed) - scored lower in this pairwise comparison

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


Overview

Metric CentroidHomfold‑LAST RNASampler(seed)
MCC 0.742 > 0.629
Average MCC ± 95% Confidence Intervals 0.701 ± 0.055 > 0.470 ± 0.066
Sensitivity 0.664 > 0.468
Positive Predictive Value 0.831 < 0.847
Total TP 1519 > 1072
Total TN 695754 < 696315
Total FP 507 > 320
Total FP CONTRA 67 > 57
Total FP INCONS 241 > 137
Total FP COMP 199 > 126
Total FN 770 < 1217
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST 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 CentroidHomfold‑LAST 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 CentroidHomfold‑LAST and RNASampler(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST 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 CentroidHomfold‑LAST and RNASampler(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 1519
Total TN 695754
Total FP 507
Total FP CONTRA 67
Total FP INCONS 241
Total FP COMP 199
Total FN 770
Total Scores
MCC 0.742
Average MCC ± 95% Confidence Intervals 0.701 ± 0.055
Sensitivity 0.664
Positive Predictive Value 0.831
Nr of predictions 98

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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_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

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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.