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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CentroidAlifold(seed) RNASampler(seed)
MCC 0.852 > 0.629
Average MCC ± 95% Confidence Intervals 0.778 ± 0.049 > 0.470 ± 0.066
Sensitivity 0.740 > 0.468
Positive Predictive Value 0.983 > 0.847
Total TP 1694 > 1072
Total TN 695857 < 696315
Total FP 128 < 320
Total FP CONTRA 5 < 57
Total FP INCONS 25 < 137
Total FP COMP 98 < 126
Total FN 595 < 1217
P-value 3.56938820447e-08

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 1694
Total TN 695857
Total FP 128
Total FP CONTRA 5
Total FP INCONS 25
Total FP COMP 98
Total FN 595
Total Scores
MCC 0.852
Average MCC ± 95% Confidence Intervals 0.778 ± 0.049
Sensitivity 0.740
Positive Predictive Value 0.983
Nr of predictions 98

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00005 0.80 0.64 1.00 9 937 0 0 0 0 5
PDB_00012 1.00 1.00 1.00 7 399 2 0 0 2 0
PDB_00213 0.85 0.73 1.00 30 5020 0 0 0 0 11
PDB_00553 0.95 0.91 1.00 10 455 0 0 0 0 1
PDB_00716 0.75 0.61 0.93 14 2686 1 0 1 0 9
PDB_00810 0.87 0.76 1.00 13 1068 1 0 0 1 4
PDB_01050 0.68 0.46 1.00 6 624 2 0 0 2 7
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.72 0.58 0.91 30 10120 4 0 3 1 22
PDB_01152 0.80 0.64 1.00 9 552 0 0 0 0 5
RFA_00390 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00416 0.97 0.93 1.00 14 1471 2 0 0 2 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 3 0 0 3 0
RFA_00603 0.96 0.91 1.00 32 13498 0 0 0 0 3
RFA_00604 0.97 0.94 1.00 33 13497 0 0 0 0 2
RFA_00605 0.97 0.94 1.00 33 15192 0 0 0 0 2
RFA_00606 0.91 0.82 1.00 32 21289 0 0 0 0 7
RFA_00607 0.94 0.89 1.00 32 17734 0 0 0 0 4
RFA_00609 0.93 0.86 1.00 32 17923 0 0 0 0 5
RFA_00610 0.93 0.86 1.00 32 17173 0 0 0 0 5
RFA_00611 0.96 0.91 1.00 32 13009 0 0 0 0 3
RFA_00613 0.97 0.94 1.00 33 12847 0 0 0 0 2
RFA_00615 0.85 0.80 0.90 28 13335 3 0 3 0 7
RFA_00620 0.91 0.82 1.00 32 21913 0 0 0 0 7
RFA_00626 0.98 0.95 1.00 83 56533 8 0 0 8 4
RFA_00627 0.98 0.97 1.00 84 56869 10 0 0 10 3
RFA_00628 0.98 0.95 1.00 82 57209 12 0 0 12 4
RFA_00630 0.93 0.90 0.96 78 56872 16 0 3 13 9
RFA_00632 0.74 0.64 0.86 18 4074 3 2 1 0 10
RFA_00636 0.78 0.68 0.90 19 3984 2 2 0 0 9
RFA_00642 0.41 0.17 1.00 3 2923 0 0 0 0 15
RFA_00643 0.00 0.00 0.00 0 2211 0 0 0 0 18
RFA_00644 0.00 0.00 0.00 0 2701 0 0 0 0 18
RFA_00645 0.23 0.06 1.00 1 2414 0 0 0 0 17
RFA_00649 0.00 0.00 0.00 0 2145 0 0 0 0 18
RFA_00651 0.00 0.00 0.00 0 2080 0 0 0 0 18
RFA_00653 0.33 0.11 1.00 2 2143 0 0 0 0 16
RFA_00654 0.00 0.00 0.00 0 2415 0 0 0 0 18
RFA_00658 0.71 0.57 0.89 8 1119 2 0 1 1 6
RFA_00659 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00664 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00667 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00668 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00672 0.78 0.62 1.00 8 895 0 0 0 0 5
RFA_00673 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00674 0.60 0.43 0.86 6 1121 1 0 1 0 8
RFA_00675 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00677 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00678 0.65 0.43 1.00 6 940 0 0 0 0 8
RFA_00680 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00684 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00685 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00695 0.80 0.64 1.00 9 7012 0 0 0 0 5
RFA_00703 0.80 0.64 1.00 9 4269 0 0 0 0 5
RFA_00704 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00705 0.76 0.64 0.90 9 1025 2 0 1 1 5
RFA_00706 0.65 0.43 1.00 6 1029 0 0 0 0 8
RFA_00707 0.65 0.43 1.00 6 1029 0 0 0 0 8
RFA_00708 0.71 0.57 0.89 8 1026 2 0 1 1 6
RFA_00709 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00710 0.72 0.64 0.82 9 979 3 0 2 1 5
RFA_00711 0.65 0.43 1.00 6 1029 0 0 0 0 8
RFA_00715 0.65 0.43 1.00 6 940 0 0 0 0 8
RFA_00716 0.65 0.43 1.00 6 940 0 0 0 0 8
RFA_00717 0.75 0.57 1.00 8 895 0 0 0 0 6
RFA_00730 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00731 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00733 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00734 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00736 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00737 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00745 1.00 1.00 1.00 12 934 2 0 0 2 0
RFA_00749 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00758 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00762 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00763 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00764 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00765 1.00 1.00 1.00 12 891 2 0 0 2 0
RFA_00767 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00768 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00769 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00770 0.74 0.56 1.00 10 2006 0 0 0 0 8
RFA_00773 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00791 0.97 0.94 1.00 30 5121 0 0 0 0 2
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00808 0.65 0.56 0.75 9 2004 3 1 2 0 7
RFA_00809 0.43 0.38 0.50 6 2133 6 0 6 0 10
RFA_00814 0.91 0.83 1.00 34 25166 1 0 0 1 7
RFA_00815 0.94 0.88 1.00 36 24495 1 0 0 1 5
RFA_00816 0.94 0.88 1.00 36 23184 1 0 0 1 5
RFA_00817 0.92 0.85 1.00 35 21910 1 0 0 1 6
RFA_00818 0.94 0.88 1.00 36 20265 1 0 0 1 5
RFA_00819 0.94 0.88 1.00 36 27930 1 0 0 1 5

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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.