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 Murlet(seed) - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(seed) Murlet(seed)
MCC 0.810 > 0.468
Average MCC ± 95% Confidence Intervals 0.759 ± 0.052 > 0.340 ± 0.080
Sensitivity 0.679 > 0.266
Positive Predictive Value 0.968 > 0.828
Total TP 1213 > 475
Total TN 307054 < 307733
Total FP 95 < 103
Total FP CONTRA 10 > 0
Total FP INCONS 30 < 99
Total FP COMP 55 > 4
Total FN 573 < 1311
P-value 3.56938820447e-08

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Performance plots


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

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(seed) 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 CentroidAlifold(seed) and Murlet(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 1213
Total TN 307054
Total FP 95
Total FP CONTRA 10
Total FP INCONS 30
Total FP COMP 55
Total FN 573
Total Scores
MCC 0.810
Average MCC ± 95% Confidence Intervals 0.759 ± 0.052
Sensitivity 0.679
Positive Predictive Value 0.968
Nr of predictions 91

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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_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_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
SRP_00137 0.66 0.68 0.65 17 4160 10 3 6 1 8
SRP_00141 0.78 0.66 0.93 27 6299 3 1 1 1 14
SRP_00146 0.83 0.75 0.93 27 5224 3 1 1 1 9
SRP_00285 0.87 0.77 1.00 23 3718 2 0 0 2 7
SRP_00338 0.90 0.81 1.00 29 5431 1 0 0 1 7

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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 475
Total TN 307733
Total FP 103
Total FP CONTRA 0
Total FP INCONS 99
Total FP COMP 4
Total FN 1311
Total Scores
MCC 0.468
Average MCC ± 95% Confidence Intervals 0.340 ± 0.080
Sensitivity 0.266
Positive Predictive Value 0.828
Nr of predictions 91

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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
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_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_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_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
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_00285 0.45 0.20 1.00 6 3735 0 0 0 0 24
SRP_00338 0.41 0.17 1.00 6 5454 0 0 0 0 30

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