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 Murlet(seed) - scored lower in this pairwise comparison

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


Overview

Metric CentroidFold Murlet(seed)
MCC 0.645 > 0.540
Average MCC ± 95% Confidence Intervals 0.587 ± 0.056 > 0.396 ± 0.065
Sensitivity 0.594 > 0.360
Positive Predictive Value 0.701 < 0.811
Total TP 2870 > 1738
Total TN 2787542 < 2789495
Total FP 1633 > 489
Total FP CONTRA 199 > 21
Total FP INCONS 1028 > 385
Total FP COMP 406 > 83
Total FN 1958 < 3090
P-value 3.56938820447e-08

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Performance plots


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

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidFold and Murlet(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 Murlet(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 2870
Total TN 2787542
Total FP 1633
Total FP CONTRA 199
Total FP INCONS 1028
Total FP COMP 406
Total FN 1958
Total Scores
MCC 0.645
Average MCC ± 95% Confidence Intervals 0.587 ± 0.056
Sensitivity 0.594
Positive Predictive Value 0.701
Nr of predictions 123

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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
CRW_01343 0.46 0.41 0.52 176 977564 173 23 138 12 258
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_00639 0.61 0.55 0.69 48 54545 29 3 19 7 39
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
RFA_00820 0.93 0.92 0.95 147 151370 18 0 8 10 13
RFA_00830 0.57 0.52 0.63 80 152502 93 2 44 47 74
SRP_00079 0.63 0.61 0.64 54 41821 39 3 27 9 34
SRP_00124 0.63 0.60 0.66 51 37051 32 1 25 6 34
SRP_00137 0.74 0.84 0.66 21 4154 11 4 7 0 4
SRP_00141 0.74 0.71 0.78 29 6291 8 1 7 0 12
SRP_00146 0.82 0.83 0.81 30 5216 7 1 6 0 6
SRP_00182 0.58 0.56 0.61 57 45962 40 10 27 3 44
SRP_00197 0.36 0.28 0.46 28 49394 33 7 26 0 73
SRP_00198 0.43 0.38 0.48 39 50959 43 2 40 1 64
SRP_00199 0.60 0.54 0.67 57 50955 29 3 25 1 48
SRP_00202 0.90 0.88 0.91 103 54172 11 0 10 1 14
SRP_00241 0.52 0.55 0.49 45 45964 49 14 33 2 37
SRP_00255 0.80 0.81 0.78 76 47489 26 2 19 5 18
SRP_00260 0.71 0.73 0.70 73 47790 35 5 27 3 27
SRP_00278 0.75 0.74 0.75 78 45952 28 4 22 2 27
SRP_00285 0.95 0.93 0.97 28 3712 1 0 1 0 2
SRP_00322 0.89 0.90 0.89 98 48406 14 0 12 2 11
SRP_00328 0.60 0.61 0.58 52 39532 40 10 27 3 33
SRP_00329 0.62 0.61 0.63 52 39821 35 5 25 5 33
SRP_00338 0.97 0.97 0.97 35 5424 1 0 1 0 1
SRP_00339 0.68 0.68 0.67 64 44456 36 4 27 5 30
SRP_00340 0.51 0.55 0.47 45 41233 52 11 39 2 37

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

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

Total Base Pair Counts
Total TP 1738
Total TN 2789495
Total FP 489
Total FP CONTRA 21
Total FP INCONS 385
Total FP COMP 83
Total FN 3090
Total Scores
MCC 0.540
Average MCC ± 95% Confidence Intervals 0.396 ± 0.065
Sensitivity 0.360
Positive Predictive Value 0.811
Nr of predictions 123

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01343 0.64 0.61 0.68 263 977515 145 6 117 22 171
PDB_00005 0.53 0.29 1.00 4 942 2 0 0 2 10
PDB_00012 0.65 0.43 1.00 3 403 0 0 0 0 4
PDB_00213 0.73 0.59 0.92 24 5024 2 0 2 0 17
PDB_00553 0.45 0.27 0.75 3 461 1 0 1 0 8
PDB_00716 0.23 0.13 0.43 3 2694 4 0 4 0 20
PDB_00810 0.63 0.53 0.75 9 1069 3 0 3 0 8
PDB_01050 0.55 0.31 1.00 4 626 1 0 0 1 9
PDB_01051 0.00 0.00 0.00 0 903 0 0 0 0 13
PDB_01092 0.69 0.48 1.00 25 10128 0 0 0 0 27
PDB_01152 0.76 0.64 0.90 9 551 1 0 1 0 5
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 0.81 0.66 1.00 57 56559 4 0 0 4 30
RFA_00627 0.84 0.70 1.00 61 56892 5 0 0 5 26
RFA_00628 0.83 0.69 1.00 59 57232 8 0 0 8 27
RFA_00630 0.82 0.67 1.00 58 56895 4 0 0 4 29
RFA_00632 0.21 0.11 0.43 3 4088 4 0 4 0 25
RFA_00636 0.21 0.11 0.43 3 3998 4 0 4 0 25
RFA_00639 0.21 0.11 0.40 10 54590 15 4 11 0 77
RFA_00642 0.57 0.44 0.73 8 2915 3 0 3 0 10
RFA_00643 -0.01 0.00 0.00 0 2203 8 0 8 0 18
RFA_00644 0.42 0.33 0.55 6 2690 5 0 5 0 12
RFA_00645 0.00 0.00 0.00 0 2407 8 0 8 0 18
RFA_00649 -0.01 0.00 0.00 0 2137 8 0 8 0 18
RFA_00651 0.42 0.33 0.55 6 2069 5 0 5 0 12
RFA_00653 -0.01 0.00 0.00 0 2137 8 0 8 0 18
RFA_00654 0.57 0.44 0.73 8 2404 3 0 3 0 10
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 0.00 0.00 0.00 0 990 0 0 0 0 14
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 0.00 0.00 0.00 0 990 0 0 0 0 14
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 0.00 0.00 0.00 0 4278 0 0 0 0 14
RFA_00704 0.00 0.00 0.00 0 990 0 0 0 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 0.00 0.00 0.00 0 946 0 0 0 0 14
RFA_00717 0.00 0.00 0.00 0 903 0 0 0 0 14
RFA_00730 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00731 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00733 1.00 1.00 1.00 12 891 0 0 0 0 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 0 0 0 0 0
RFA_00737 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00745 1.00 1.00 1.00 12 934 0 0 0 0 0
RFA_00749 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00758 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00762 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00763 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00764 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00765 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00767 0.47 0.33 0.67 6 1882 3 0 3 0 12
RFA_00768 0.41 0.28 0.63 5 1883 3 0 3 0 13
RFA_00769 0.57 0.44 0.73 8 1942 3 0 3 0 10
RFA_00770 0.57 0.44 0.73 8 2005 3 0 3 0 10
RFA_00773 0.41 0.28 0.63 5 1945 3 0 3 0 13
RFA_00779 0.47 0.33 0.67 6 1944 3 0 3 0 12
RFA_00781 0.83 0.75 0.92 24 5024 2 0 2 0 8
RFA_00786 0.83 0.75 0.92 24 5024 2 0 2 0 8
RFA_00791 0.83 0.75 0.92 24 5125 2 0 2 0 8
RFA_00792 0.83 0.75 0.92 24 5024 2 0 2 0 8
RFA_00801 0.80 0.72 0.88 23 5024 3 0 3 0 9
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.50 0.38 0.67 6 2136 3 0 3 0 10
RFA_00814 0.75 0.63 0.90 26 25171 4 0 3 1 15
RFA_00815 0.83 0.68 1.00 28 24503 1 0 0 1 13
RFA_00816 0.75 0.63 0.90 26 23191 4 0 3 1 15
RFA_00817 0.83 0.68 1.00 28 21917 1 0 0 1 13
RFA_00818 0.83 0.68 1.00 28 20273 1 0 0 1 13
RFA_00819 0.83 0.68 1.00 28 27938 0 0 0 0 13
RFA_00820 0.71 0.56 0.89 90 151424 13 3 8 2 70
RFA_00830 0.59 0.45 0.78 70 152538 23 3 17 3 84
SRP_00079 0.54 0.33 0.88 29 41872 6 0 4 2 59
SRP_00124 0.15 0.09 0.24 8 37094 27 3 23 1 77
SRP_00137 0.49 0.24 1.00 6 4180 0 0 0 0 19
SRP_00141 0.35 0.12 1.00 5 6323 1 0 0 1 36
SRP_00146 0.41 0.17 1.00 6 5247 0 0 0 0 30
SRP_00182 0.59 0.35 1.00 35 46021 1 0 0 1 66
SRP_00197 0.47 0.28 0.80 28 49420 8 0 7 1 73
SRP_00198 0.47 0.27 0.82 28 51006 7 0 6 1 75
SRP_00199 0.47 0.24 0.93 25 51013 3 0 2 1 80
SRP_00202 0.48 0.25 0.94 29 54254 2 0 2 0 88
SRP_00241 0.51 0.33 0.79 27 46022 9 0 7 2 55
SRP_00255 0.65 0.43 1.00 40 47546 2 0 0 2 54
SRP_00260 0.21 0.14 0.33 14 47852 29 1 28 0 86
SRP_00278 0.53 0.30 0.94 31 46023 3 0 2 1 74
SRP_00285 0.45 0.20 1.00 6 3735 0 0 0 0 24
SRP_00322 0.44 0.25 0.79 27 48482 8 0 7 1 82
SRP_00328 0.49 0.34 0.71 29 39580 16 1 11 4 56
SRP_00329 0.50 0.34 0.73 29 39863 16 0 11 5 56
SRP_00338 0.41 0.17 1.00 6 5454 0 0 0 0 30
SRP_00339 0.49 0.32 0.77 30 44512 9 0 9 0 64
SRP_00340 0.44 0.27 0.73 22 41298 12 0 8 4 60

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