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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CRWrnafold Carnac(seed)
MCC 0.599 > 0.415
Average MCC ± 95% Confidence Intervals 0.567 ± 0.057 > 0.323 ± 0.066
Sensitivity 0.584 > 0.196
Positive Predictive Value 0.618 < 0.884
Total TP 1527 > 512
Total TN 436077 < 437968
Total FP 1171 > 145
Total FP CONTRA 159 > 14
Total FP INCONS 784 > 53
Total FP COMP 228 > 78
Total FN 1088 < 2103
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CRWrnafold and Carnac(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 CRWrnafold and Carnac(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 CRWrnafold and Carnac(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CRWrnafold and Carnac(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 CRWrnafold and Carnac(seed)).

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Performance of CRWrnafold - scored higher in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 1527
Total TN 436077
Total FP 1171
Total FP CONTRA 159
Total FP INCONS 784
Total FP COMP 228
Total FN 1088
Total Scores
MCC 0.599
Average MCC ± 95% Confidence Intervals 0.567 ± 0.057
Sensitivity 0.584
Positive Predictive Value 0.618
Nr of predictions 123

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2. Individual counts for CRWrnafold [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.57 0.54 0.62 21 7469 13 0 13 0 18
CRW_01499 0.58 0.56 0.61 23 7963 16 3 12 1 18
CRW_01603 0.80 0.76 0.85 28 7107 8 0 5 3 9
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 0.92 0.85 1.00 35 5015 0 0 0 0 6
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 0.67 0.59 0.77 10 1068 3 0 3 0 7
PDB_01001 0.52 0.56 0.50 10 2125 10 3 7 0 8
PDB_01050 0.92 0.85 1.00 11 619 1 0 0 1 2
PDB_01051 0.79 0.69 0.90 9 893 5 0 1 4 4
PDB_01092 0.68 0.62 0.76 32 10111 12 1 9 2 20
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00389 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00390 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00391 0.93 0.87 1.00 13 1418 2 0 0 2 2
RFA_00409 0.93 0.87 1.00 13 1418 1 0 0 1 2
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_00434 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00436 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00440 1.00 1.00 1.00 15 1470 2 0 0 2 0
RFA_00442 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00446 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00449 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00587 1.00 1.00 1.00 15 4836 12 0 0 12 0
RFA_00603 0.27 0.29 0.26 10 13491 31 8 21 2 25
RFA_00604 0.61 0.63 0.59 22 13493 26 2 13 11 13
RFA_00605 0.34 0.34 0.34 12 15190 36 4 19 13 23
RFA_00607 0.29 0.31 0.28 11 17726 39 5 24 10 25
RFA_00609 0.52 0.57 0.48 21 17911 36 8 15 13 16
RFA_00610 0.52 0.54 0.50 20 17165 33 4 16 13 17
RFA_00611 0.45 0.49 0.43 17 13001 27 8 15 4 18
RFA_00613 0.43 0.43 0.44 15 12846 26 8 11 7 20
RFA_00615 0.27 0.29 0.26 10 13328 29 7 21 1 25
RFA_00632 0.37 0.36 0.38 10 4069 19 0 16 3 18
RFA_00636 0.51 0.50 0.52 14 3978 13 3 10 0 14
RFA_00642 0.17 0.17 0.18 3 2909 17 0 14 3 15
RFA_00643 0.24 0.22 0.27 4 2196 12 2 9 1 14
RFA_00644 0.21 0.22 0.21 4 2682 15 4 11 0 14
RFA_00645 -0.01 0.00 0.00 0 2401 14 2 12 0 18
RFA_00649 0.57 0.56 0.59 10 2128 7 1 6 0 8
RFA_00651 0.35 0.33 0.38 6 2064 10 1 9 0 12
RFA_00653 0.35 0.33 0.38 6 2129 10 2 8 0 12
RFA_00654 0.26 0.28 0.26 5 2396 14 2 12 0 13
RFA_00658 0.59 0.50 0.70 7 1118 4 0 3 1 7
RFA_00659 0.18 0.14 0.25 2 1120 8 0 6 2 12
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.30 0.29 0.33 4 978 9 1 7 1 10
RFA_00668 0.46 0.43 0.50 6 978 6 0 6 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 -0.01 0.00 0.00 0 1118 10 0 10 0 14
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.69 0.64 0.75 9 978 5 0 3 2 5
RFA_00678 -0.01 0.00 0.00 0 941 5 0 5 0 14
RFA_00680 0.74 0.71 0.77 10 1115 6 0 3 3 4
RFA_00684 0.72 0.64 0.82 9 979 3 0 2 1 5
RFA_00685 0.42 0.36 0.50 5 980 6 0 5 1 9
RFA_00695 0.67 0.64 0.69 9 7008 28 1 3 24 5
RFA_00703 0.67 0.64 0.69 9 4265 18 1 3 14 5
RFA_00704 -0.01 0.00 0.00 0 981 10 0 9 1 14
RFA_00705 0.74 0.71 0.77 10 1022 4 0 3 1 4
RFA_00706 0.33 0.29 0.40 4 1025 6 0 6 0 10
RFA_00707 -0.01 0.00 0.00 0 1024 11 3 8 0 14
RFA_00708 0.35 0.29 0.44 4 1026 6 0 5 1 10
RFA_00709 -0.01 0.00 0.00 0 982 9 0 8 1 14
RFA_00710 -0.01 0.00 0.00 0 980 10 0 10 0 14
RFA_00711 -0.01 0.00 0.00 0 1024 11 0 11 0 14
RFA_00715 -0.01 0.00 0.00 0 936 10 0 10 0 14
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 0.31 0.29 0.36 4 892 8 0 7 1 10
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00731 0.41 0.42 0.42 5 891 8 3 4 1 7
RFA_00733 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00734 0.64 0.67 0.62 8 890 5 1 4 0 4
RFA_00736 0.41 0.42 0.42 5 891 8 3 4 1 7
RFA_00737 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00745 0.69 0.67 0.73 8 935 4 1 2 1 4
RFA_00749 0.41 0.42 0.42 5 891 8 3 4 1 7
RFA_00758 0.63 0.58 0.70 7 893 3 1 2 0 5
RFA_00762 0.64 0.67 0.62 8 890 5 1 4 0 4
RFA_00763 0.69 0.67 0.73 8 892 3 1 2 0 4
RFA_00764 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00765 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00767 0.59 0.56 0.63 10 1875 6 3 3 0 8
RFA_00768 0.47 0.44 0.50 8 1875 8 1 7 0 10
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 -0.01 0.00 0.00 0 2002 17 1 13 3 18
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00779 0.59 0.56 0.63 10 1937 6 3 3 0 8
RFA_00781 0.74 0.75 0.73 24 5017 9 2 7 0 8
RFA_00786 0.17 0.16 0.19 5 5024 21 1 20 0 27
RFA_00791 0.46 0.44 0.48 14 5122 15 0 15 0 18
RFA_00792 0.94 0.94 0.94 30 5018 4 0 2 2 2
RFA_00801 0.38 0.34 0.42 11 5024 16 1 14 1 21
RFA_00808 -0.01 0.00 0.00 0 2000 18 2 14 2 16
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
SPR_00020 0.58 0.60 0.57 12 2680 9 1 8 0 8
SPR_00137 0.56 0.62 0.52 13 2901 15 4 8 3 8
SPR_00273 0.31 0.33 0.30 7 2827 17 0 16 1 14
SPR_00394 0.30 0.33 0.28 7 3630 20 8 10 2 14
SPR_00402 0.74 0.76 0.73 16 2534 9 0 6 3 5
SPR_00721 0.98 0.95 1.00 20 2906 2 0 0 2 1
SPR_00816 0.32 0.35 0.29 7 3462 20 5 12 3 13
SRP_00020 0.93 0.94 0.91 31 5531 3 1 2 0 2
SRP_00058 0.87 0.88 0.86 30 5743 9 1 4 4 4
SRP_00084 0.90 0.91 0.89 31 5425 4 1 3 0 3
SRP_00105 0.75 0.76 0.74 26 5530 9 1 8 0 8
SRP_00134 0.61 0.66 0.58 19 5962 18 3 11 4 10
SRP_00137 0.75 0.84 0.68 21 4155 10 4 6 0 4
SRP_00141 0.92 0.93 0.90 38 6286 4 1 3 0 3
SRP_00146 0.92 0.92 0.92 33 5217 3 1 2 0 3
SRP_00200 0.90 0.92 0.89 33 6866 4 1 3 0 3
SRP_00231 0.90 0.91 0.89 31 5425 4 1 3 0 3
SRP_00273 0.94 0.95 0.93 38 6745 4 1 2 1 2
SRP_00274 0.92 0.92 0.92 35 6865 3 1 2 0 3
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00338 0.96 0.94 0.97 34 5425 1 0 1 0 2
SRP_00341 0.39 0.39 0.40 12 4723 18 0 18 0 19
SRP_00357 0.93 0.94 0.92 34 5319 3 1 2 0 2
SRP_00367 0.80 0.83 0.78 29 6749 8 1 7 0 6

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

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

Total Base Pair Counts
Total TP 512
Total TN 437968
Total FP 145
Total FP CONTRA 14
Total FP INCONS 53
Total FP COMP 78
Total FN 2103
Total Scores
MCC 0.415
Average MCC ± 95% Confidence Intervals 0.323 ± 0.066
Sensitivity 0.196
Positive Predictive Value 0.884
Nr of predictions 123

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.00 0.00 0.00 0 7503 0 0 0 0 39
CRW_01499 0.00 0.00 0.00 0 8001 0 0 0 0 41
CRW_01603 0.00 0.00 0.00 0 7140 0 0 0 0 37
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 0.58 0.34 1.00 14 5036 0 0 0 0 27
PDB_00553 0.79 0.64 1.00 7 458 0 0 0 0 4
PDB_00716 0.00 0.00 0.00 0 2701 0 0 0 0 23
PDB_00810 0.64 0.41 1.00 7 1074 0 0 0 0 10
PDB_01001 0.00 0.00 0.00 0 2145 0 0 0 0 18
PDB_01050 0.62 0.38 1.00 5 625 1 0 0 1 8
PDB_01051 0.00 0.00 0.00 0 903 0 0 0 0 13
PDB_01092 0.77 0.63 0.94 33 10118 3 1 1 1 19
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00389 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00390 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00391 0.93 0.87 1.00 13 1418 2 0 0 2 2
RFA_00409 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00416 0.93 0.93 0.93 14 1470 4 0 1 3 1
RFA_00433 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00434 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00436 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00440 1.00 1.00 1.00 15 1470 2 0 0 2 0
RFA_00442 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00446 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00449 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00587 0.00 0.00 0.00 0 4851 0 0 0 0 15
RFA_00603 0.56 0.31 1.00 11 13519 2 0 0 2 24
RFA_00604 0.56 0.31 1.00 11 13519 6 0 0 6 24
RFA_00605 0.41 0.17 1.00 6 15219 2 0 0 2 29
RFA_00607 0.25 0.08 0.75 3 17762 10 0 1 9 33
RFA_00609 0.27 0.14 0.56 5 17946 10 2 2 6 32
RFA_00610 0.37 0.14 1.00 5 17200 5 0 0 5 32
RFA_00611 0.38 0.14 1.00 5 13036 0 0 0 0 30
RFA_00613 0.24 0.14 0.42 5 12868 7 4 3 0 30
RFA_00615 0.48 0.23 1.00 8 13358 1 0 0 1 27
RFA_00632 0.00 0.00 0.00 0 4095 0 0 0 0 28
RFA_00636 0.00 0.00 0.00 0 4005 0 0 0 0 28
RFA_00642 0.00 0.00 0.00 0 2926 0 0 0 0 18
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 0.00 0.00 0.00 0 2415 0 0 0 0 18
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 0.00 0.00 0.00 0 2145 0 0 0 0 18
RFA_00654 0.00 0.00 0.00 0 2415 0 0 0 0 18
RFA_00658 0.40 0.29 0.57 4 1121 5 0 3 2 10
RFA_00659 -0.01 0.00 0.00 0 1124 4 0 4 0 14
RFA_00664 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00667 -0.01 0.00 0.00 0 985 5 1 4 0 14
RFA_00668 0.50 0.43 0.60 6 980 4 0 4 0 8
RFA_00672 0.00 0.00 0.00 0 903 0 0 0 0 13
RFA_00673 0.47 0.36 0.63 5 1120 4 0 3 1 9
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 0.53 0.43 0.67 6 981 4 0 3 1 8
RFA_00678 0.00 0.00 0.00 0 946 0 0 0 0 14
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 0.59 0.36 1.00 5 985 0 0 0 0 9
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 0.84 0.71 1.00 10 1025 0 0 0 0 4
RFA_00706 0.53 0.29 1.00 4 1031 0 0 0 0 10
RFA_00707 0.53 0.29 1.00 4 1031 0 0 0 0 10
RFA_00708 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00709 -0.01 0.00 0.00 0 984 7 0 6 1 14
RFA_00710 -0.01 0.00 0.00 0 987 3 0 3 0 14
RFA_00711 -0.01 0.00 0.00 0 1031 4 0 4 0 14
RFA_00715 -0.01 0.00 0.00 0 943 3 1 2 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 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00731 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.64 0.42 1.00 5 898 0 0 0 0 7
RFA_00736 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00737 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00745 0.64 0.42 1.00 5 941 1 0 0 1 7
RFA_00749 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00758 0.00 0.00 0.00 0 903 0 0 0 0 12
RFA_00762 0.64 0.42 1.00 5 898 0 0 0 0 7
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 0.74 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 0.71 0.56 0.91 10 1942 1 1 0 0 8
RFA_00770 0.62 0.39 1.00 7 2009 0 0 0 0 11
RFA_00773 0.71 0.56 0.91 10 1942 1 1 0 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00781 0.25 0.13 0.50 4 5042 4 1 3 0 28
RFA_00786 0.25 0.13 0.50 4 5042 4 1 3 0 28
RFA_00791 0.00 0.00 0.00 0 5151 0 0 0 0 32
RFA_00792 0.00 0.00 0.00 0 5046 4 1 3 0 32
RFA_00801 0.00 0.00 0.00 0 5050 0 0 0 0 32
RFA_00808 0.00 0.00 0.00 0 2016 0 0 0 0 16
RFA_00809 0.00 0.00 0.00 0 2145 0 0 0 0 16
SPR_00020 0.00 0.00 0.00 0 2701 0 0 0 0 20
SPR_00137 0.00 0.00 0.00 0 2926 0 0 0 0 21
SPR_00273 0.00 0.00 0.00 0 2850 0 0 0 0 21
SPR_00394 0.00 0.00 0.00 0 3655 0 0 0 0 21
SPR_00402 0.00 0.00 0.00 0 2556 0 0 0 0 21
SPR_00721 0.00 0.00 0.00 0 2926 0 0 0 0 21
SPR_00816 0.00 0.00 0.00 0 3486 0 0 0 0 20
SRP_00020 0.00 0.00 0.00 0 5565 0 0 0 0 33
SRP_00058 0.00 0.00 0.00 0 5778 0 0 0 0 34
SRP_00084 0.00 0.00 0.00 0 5460 0 0 0 0 34
SRP_00105 0.00 0.00 0.00 0 5565 0 0 0 0 34
SRP_00134 0.00 0.00 0.00 0 5995 0 0 0 0 29
SRP_00137 0.00 0.00 0.00 0 4186 0 0 0 0 25
SRP_00141 0.00 0.00 0.00 0 6328 0 0 0 0 41
SRP_00146 0.00 0.00 0.00 0 5253 0 0 0 0 36
SRP_00200 0.00 0.00 0.00 0 6903 0 0 0 0 36
SRP_00231 0.00 0.00 0.00 0 5460 0 0 0 0 34
SRP_00273 0.00 0.00 0.00 0 6786 0 0 0 0 40
SRP_00274 0.00 0.00 0.00 0 6903 0 0 0 0 38
SRP_00285 0.00 0.00 0.00 0 3741 0 0 0 0 30
SRP_00338 0.00 0.00 0.00 0 5460 0 0 0 0 36
SRP_00341 0.00 0.00 0.00 0 4753 0 0 0 0 31
SRP_00357 0.00 0.00 0.00 0 5356 0 0 0 0 36
SRP_00367 0.00 0.00 0.00 0 6786 0 0 0 0 35

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