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

  1. Overview

  2. Performance Plots

  3. Performance of RNASLOpt - scored higher in this pairwise comparison

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

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


Overview

Metric RNASLOpt Murlet(seed)
MCC 0.546 > 0.468
Average MCC ± 95% Confidence Intervals 0.496 ± 0.068 > 0.340 ± 0.080
Sensitivity 0.480 > 0.266
Positive Predictive Value 0.625 < 0.828
Total TP 858 > 475
Total TN 306935 < 307733
Total FP 641 > 103
Total FP CONTRA 91 > 0
Total FP INCONS 423 > 99
Total FP COMP 127 > 4
Total FN 928 < 1311
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of RNASLOpt - scored higher in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 858
Total TN 306935
Total FP 641
Total FP CONTRA 91
Total FP INCONS 423
Total FP COMP 127
Total FN 928
Total Scores
MCC 0.546
Average MCC ± 95% Confidence Intervals 0.496 ± 0.068
Sensitivity 0.480
Positive Predictive Value 0.625
Nr of predictions 91

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2. Individual counts for RNASLOpt [ 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 0.90 0.80 1.00 33 5017 0 0 0 0 8
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 -0.01 0.00 0.00 0 2680 22 0 21 1 23
PDB_00810 0.51 0.41 0.64 7 1070 4 2 2 0 10
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01051 0.79 0.69 0.90 9 893 2 0 1 1 4
PDB_01092 0.74 0.63 0.87 33 10115 7 1 4 2 19
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00390 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00416 0.77 0.60 1.00 9 1476 1 0 0 1 6
RFA_00433 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00587 1.00 1.00 1.00 15 4836 13 0 0 13 0
RFA_00603 0.54 0.51 0.56 18 13498 15 4 10 1 17
RFA_00604 0.73 0.66 0.82 23 13502 12 4 1 7 12
RFA_00605 0.36 0.34 0.39 12 15194 27 3 16 8 23
RFA_00607 0.90 0.83 0.97 30 17735 12 0 1 11 6
RFA_00609 0.92 0.89 0.94 33 17920 10 0 2 8 4
RFA_00610 0.90 0.86 0.94 32 17171 10 0 2 8 5
RFA_00611 0.69 0.66 0.72 23 13009 9 2 7 0 12
RFA_00613 0.16 0.14 0.18 5 12852 27 9 14 4 30
RFA_00615 0.47 0.43 0.52 15 13337 14 8 6 0 20
RFA_00632 0.59 0.57 0.62 16 4069 10 2 8 0 12
RFA_00636 0.65 0.64 0.67 18 3978 9 2 7 0 10
RFA_00642 -0.01 0.00 0.00 0 2914 12 1 11 0 18
RFA_00643 -0.01 0.00 0.00 0 2199 12 1 11 0 18
RFA_00644 -0.01 0.00 0.00 0 2680 21 6 15 0 18
RFA_00645 -0.01 0.00 0.00 0 2403 12 3 9 0 18
RFA_00649 0.33 0.33 0.33 6 2127 12 6 6 0 12
RFA_00651 0.27 0.22 0.33 4 2068 8 1 7 0 14
RFA_00653 0.33 0.33 0.33 6 2127 12 3 9 0 12
RFA_00654 0.59 0.50 0.69 9 2402 5 1 3 1 9
RFA_00658 0.40 0.29 0.57 4 1121 5 0 3 2 10
RFA_00659 -0.01 0.00 0.00 0 1125 5 0 3 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.29 0.29 0.31 4 977 10 1 8 1 10
RFA_00668 0.50 0.43 0.60 6 980 4 0 4 0 8
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 0.47 0.36 0.63 5 1120 4 0 3 1 9
RFA_00674 0.74 0.71 0.77 10 1115 4 0 3 1 4
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.74 0.71 0.77 10 977 5 0 3 2 4
RFA_00678 0.53 0.29 1.00 4 942 0 0 0 0 10
RFA_00680 0.84 0.71 1.00 10 1118 2 0 0 2 4
RFA_00684 0.84 0.71 1.00 10 980 1 0 0 1 4
RFA_00685 0.47 0.36 0.63 5 982 4 0 3 1 9
RFA_00695 0.30 0.29 0.31 4 7008 25 2 7 16 10
RFA_00703 0.41 0.43 0.40 6 4263 20 3 6 11 8
RFA_00704 -0.01 0.00 0.00 0 982 8 0 8 0 14
RFA_00705 0.74 0.71 0.77 10 1022 4 0 3 1 4
RFA_00706 0.37 0.29 0.50 4 1027 4 0 4 0 10
RFA_00707 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00708 0.53 0.29 1.00 4 1031 0 0 0 0 10
RFA_00709 -0.01 0.00 0.00 0 984 7 0 6 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 1026 9 0 9 0 14
RFA_00715 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 -0.01 0.00 0.00 0 894 9 0 9 0 14
RFA_00730 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00731 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.67 0.58 0.78 7 894 3 0 2 1 5
RFA_00736 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00737 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00745 -0.01 0.00 0.00 0 941 5 1 4 0 12
RFA_00749 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00758 -0.01 0.00 0.00 0 898 5 0 5 0 12
RFA_00762 -0.01 0.00 0.00 0 894 9 2 7 0 12
RFA_00763 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00764 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00765 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.61 0.56 0.67 10 1876 5 0 5 0 8
RFA_00769 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00770 0.47 0.39 0.58 7 2004 5 1 4 0 11
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00781 0.51 0.50 0.53 16 5020 14 2 12 0 16
RFA_00786 -0.01 0.00 0.00 0 5022 28 4 24 0 32
RFA_00791 0.44 0.41 0.48 13 5124 14 4 10 0 19
RFA_00792 0.89 0.84 0.93 27 5021 2 0 2 0 5
RFA_00801 0.82 0.75 0.89 24 5023 4 0 3 1 8
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
SRP_00137 0.67 0.72 0.62 18 4157 11 4 7 0 7
SRP_00141 0.84 0.80 0.87 33 6290 5 1 4 0 8
SRP_00146 0.82 0.67 1.00 24 5229 0 0 0 0 12
SRP_00285 0.87 0.77 1.00 23 3718 0 0 0 0 7
SRP_00338 0.93 0.86 1.00 31 5429 0 0 0 0 5

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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.