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

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for PETfold_pre2.0(seed) & Murlet(seed) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Murlet(seed)
MCC 0.743 > 0.468
Average MCC ± 95% Confidence Intervals 0.690 ± 0.053 > 0.340 ± 0.080
Sensitivity 0.641 > 0.266
Positive Predictive Value 0.863 > 0.828
Total TP 1145 > 475
Total TN 306981 < 307733
Total FP 254 > 103
Total FP CONTRA 28 > 0
Total FP INCONS 153 > 99
Total FP COMP 73 > 4
Total FN 641 < 1311
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(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 PETfold_pre2.0(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 PETfold_pre2.0(seed) and Murlet(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(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 PETfold_pre2.0(seed) and Murlet(seed)).

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(seed)

Total Base Pair Counts
Total TP 1145
Total TN 306981
Total FP 254
Total FP CONTRA 28
Total FP INCONS 153
Total FP COMP 73
Total FN 641
Total Scores
MCC 0.743
Average MCC ± 95% Confidence Intervals 0.690 ± 0.053
Sensitivity 0.641
Positive Predictive Value 0.863
Nr of predictions 91

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2. Individual counts for PETfold_pre2.0(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 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.68 0.57 0.81 13 2685 3 0 3 0 10
PDB_00810 0.87 0.76 1.00 13 1068 0 0 0 0 4
PDB_01050 0.48 0.38 0.63 5 622 4 0 3 1 8
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.68 0.56 0.83 29 10118 8 0 6 2 23
PDB_01152 0.80 0.71 0.91 10 550 1 0 1 0 4
RFA_00390 1.00 1.00 1.00 15 1416 3 0 0 3 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 3 0 0 3 0
RFA_00587 1.00 1.00 1.00 15 4836 5 0 0 5 0
RFA_00603 0.96 0.91 1.00 32 13498 0 0 0 0 3
RFA_00604 0.96 0.91 1.00 32 13498 0 0 0 0 3
RFA_00605 0.96 0.91 1.00 32 15193 0 0 0 0 3
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 0.96 0.91 1.00 32 12848 0 0 0 0 3
RFA_00615 0.85 0.80 0.90 28 13335 3 0 3 0 7
RFA_00632 0.69 0.64 0.75 18 4071 6 2 4 0 10
RFA_00636 0.73 0.68 0.79 19 3981 5 2 3 0 9
RFA_00642 0.35 0.28 0.45 5 2915 6 0 6 0 13
RFA_00643 0.34 0.28 0.42 5 2199 7 0 7 0 13
RFA_00644 0.34 0.28 0.42 5 2689 7 0 7 0 13
RFA_00645 0.34 0.28 0.42 5 2403 7 0 7 0 13
RFA_00649 0.34 0.28 0.42 5 2133 7 0 7 0 13
RFA_00651 0.34 0.28 0.42 5 2068 7 0 7 0 13
RFA_00653 0.34 0.28 0.42 5 2133 7 0 7 0 13
RFA_00654 0.34 0.28 0.42 5 2403 7 0 7 0 13
RFA_00658 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00659 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00664 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00667 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00668 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00672 0.45 0.31 0.67 4 897 3 0 2 1 9
RFA_00673 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00674 0.54 0.36 0.83 5 1122 2 0 1 1 9
RFA_00675 0.40 0.21 0.75 3 986 2 0 1 1 11
RFA_00677 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00678 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00680 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00684 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00685 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00695 0.50 0.36 0.71 5 7014 3 0 2 1 9
RFA_00703 0.44 0.29 0.67 4 4272 3 0 2 1 10
RFA_00704 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00705 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00706 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00707 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00708 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00709 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00710 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00711 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00715 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00716 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00717 0.56 0.43 0.75 6 895 2 0 2 0 8
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 1 0 0 1 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 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00762 1.00 1.00 1.00 12 891 1 0 0 1 0
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 0.63 0.56 0.71 10 1877 4 3 1 0 8
RFA_00768 0.63 0.56 0.71 10 1877 4 3 1 0 8
RFA_00769 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00770 0.63 0.56 0.71 10 2002 4 3 1 0 8
RFA_00773 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00779 0.63 0.56 0.71 10 1939 4 3 1 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 0.71 0.56 0.90 9 2006 1 1 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 4 0 4 0 10
SRP_00137 0.51 0.48 0.55 12 4164 12 3 7 2 13
SRP_00141 0.65 0.49 0.87 20 6305 5 1 2 2 21
SRP_00146 0.69 0.56 0.87 20 5230 5 1 2 2 16
SRP_00285 0.77 0.63 0.95 19 3721 4 0 1 3 11
SRP_00338 0.76 0.61 0.96 22 5437 3 0 1 2 14

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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.