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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MCFold Carnac(seed)
MCC 0.446 > 0.444
Average MCC ± 95% Confidence Intervals 0.483 ± 0.063 > 0.355 ± 0.074
Sensitivity 0.494 > 0.222
Positive Predictive Value 0.411 < 0.896
Total TP 996 > 447
Total TN 297371 < 299298
Total FP 1828 > 112
Total FP CONTRA 219 > 9
Total FP INCONS 1211 > 43
Total FP COMP 398 > 60
Total FN 1021 < 1570
P-value 0.00911763231782

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Performance plots


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

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

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Performance of MCFold - scored higher in this pairwise comparison

1. Total counts & total scores for MCFold

Total Base Pair Counts
Total TP 996
Total TN 297371
Total FP 1828
Total FP CONTRA 219
Total FP INCONS 1211
Total FP COMP 398
Total FN 1021
Total Scores
MCC 0.446
Average MCC ± 95% Confidence Intervals 0.483 ± 0.063
Sensitivity 0.494
Positive Predictive Value 0.411
Nr of predictions 105

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01499 0.22 0.24 0.20 10 7952 48 0 39 9 31
PDB_00005 0.76 0.79 0.73 11 931 6 2 2 2 3
PDB_00012 1.00 1.00 1.00 7 399 4 0 0 4 0
PDB_00553 1.00 1.00 1.00 11 454 1 0 0 1 0
PDB_00716 0.22 0.26 0.19 6 2670 25 5 20 0 17
PDB_00810 0.74 0.76 0.72 13 1063 7 0 5 2 4
PDB_01001 0.29 0.39 0.23 7 2115 23 9 14 0 11
PDB_01050 1.00 1.00 1.00 13 617 3 0 0 3 0
PDB_01051 1.00 1.00 1.00 13 890 5 0 0 5 0
PDB_01152 1.00 1.00 1.00 14 547 1 0 0 1 0
RFA_00389 0.87 0.87 0.87 13 1416 9 0 2 7 2
RFA_00390 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00391 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00409 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00416 1.00 1.00 1.00 15 1470 9 0 0 9 0
RFA_00433 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00434 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00436 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00440 0.31 0.40 0.25 6 1461 19 3 15 1 9
RFA_00442 1.00 1.00 1.00 15 1416 8 0 0 8 0
RFA_00446 1.00 1.00 1.00 15 1470 9 0 0 9 0
RFA_00449 0.47 0.53 0.42 8 1466 15 4 7 4 7
RFA_00587 1.00 1.00 1.00 15 4836 28 0 0 28 0
RFA_00603 0.67 0.60 0.75 21 13502 11 4 3 4 14
RFA_00604 0.97 0.97 0.97 34 13495 15 0 1 14 1
RFA_00610 0.70 0.54 0.91 20 17183 8 0 2 6 17
RFA_00611 0.51 0.49 0.53 17 13009 20 6 9 5 18
RFA_00613 0.24 0.23 0.26 8 12849 26 2 21 3 27
RFA_00615 0.16 0.14 0.19 5 13339 22 5 17 0 30
RFA_00636 0.36 0.39 0.34 11 3973 29 0 21 8 17
RFA_00642 -0.01 0.00 0.00 0 2894 32 7 25 0 18
RFA_00643 -0.01 0.00 0.00 0 2186 27 2 23 2 18
RFA_00644 -0.01 0.00 0.00 0 2670 33 7 24 2 18
RFA_00645 -0.01 0.00 0.00 0 2387 28 3 25 0 18
RFA_00649 0.28 0.33 0.24 6 2120 22 2 17 3 12
RFA_00651 0.25 0.28 0.24 5 2059 21 0 16 5 13
RFA_00653 -0.01 0.00 0.00 0 2115 30 4 26 0 18
RFA_00654 -0.01 0.00 0.00 0 2386 29 4 25 0 18
RFA_00658 0.62 0.64 0.60 9 1113 10 0 6 4 5
RFA_00659 0.31 0.36 0.28 5 1110 16 1 12 3 9
RFA_00664 -0.02 0.00 0.00 0 974 16 0 16 0 14
RFA_00667 0.35 0.43 0.30 6 970 15 1 13 1 8
RFA_00668 0.23 0.29 0.20 4 970 16 3 13 0 10
RFA_00672 0.69 0.77 0.63 10 887 9 0 6 3 3
RFA_00673 0.60 0.64 0.56 9 1112 12 0 7 5 5
RFA_00674 0.96 0.93 1.00 13 1115 7 0 0 7 1
RFA_00675 -0.02 0.00 0.00 0 974 18 0 16 2 14
RFA_00677 0.46 0.50 0.44 7 974 12 0 9 3 7
RFA_00678 0.69 0.71 0.67 10 931 8 0 5 3 4
RFA_00680 0.62 0.64 0.60 9 1113 11 0 6 5 5
RFA_00684 0.57 0.57 0.57 8 976 10 0 6 4 6
RFA_00685 0.64 0.64 0.64 9 976 10 0 5 5 5
RFA_00704 0.37 0.43 0.33 6 972 13 1 11 1 8
RFA_00705 0.35 0.43 0.30 6 1015 14 4 10 0 8
RFA_00706 -0.02 0.00 0.00 0 1016 19 5 14 0 14
RFA_00707 0.36 0.43 0.32 6 1016 13 5 8 0 8
RFA_00708 0.64 0.64 0.64 9 1021 10 0 5 5 5
RFA_00709 0.38 0.43 0.35 6 973 12 0 11 1 8
RFA_00710 0.41 0.43 0.40 6 975 13 0 9 4 8
RFA_00711 -0.02 0.00 0.00 0 1017 18 5 13 0 14
RFA_00715 -0.02 0.00 0.00 0 929 17 0 17 0 14
RFA_00716 0.05 0.07 0.06 1 928 17 0 17 0 13
RFA_00717 0.36 0.43 0.32 6 884 13 0 13 0 8
RFA_00730 0.33 0.42 0.28 5 885 14 5 8 1 7
RFA_00731 0.34 0.42 0.29 5 886 13 4 8 1 7
RFA_00733 0.72 0.75 0.69 9 890 10 0 4 6 3
RFA_00734 0.51 0.58 0.47 7 888 12 1 7 4 5
RFA_00736 0.34 0.42 0.29 5 886 13 4 8 1 7
RFA_00737 0.34 0.42 0.29 5 886 13 4 8 1 7
RFA_00745 0.72 0.75 0.69 9 933 11 0 4 7 3
RFA_00749 0.34 0.42 0.29 5 886 13 4 8 1 7
RFA_00758 0.59 0.67 0.53 8 888 10 2 5 3 4
RFA_00762 0.33 0.42 0.28 5 885 13 5 8 0 7
RFA_00763 0.72 0.75 0.69 9 890 10 0 4 6 3
RFA_00764 0.72 0.75 0.69 9 890 10 0 4 6 3
RFA_00765 0.72 0.75 0.69 9 890 10 0 4 6 3
RFA_00767 0.36 0.44 0.31 8 1865 19 3 15 1 10
RFA_00768 0.36 0.44 0.31 8 1865 19 3 15 1 10
RFA_00769 0.45 0.50 0.41 9 1931 18 2 11 5 9
RFA_00770 -0.01 0.00 0.00 0 1992 29 2 22 5 18
RFA_00773 0.43 0.50 0.38 9 1929 16 4 11 1 9
RFA_00779 0.45 0.56 0.37 10 1926 17 7 10 0 8
RFA_00786 0.13 0.16 0.12 5 5008 37 5 32 0 27
RFA_00808 0.39 0.44 0.35 7 1996 19 1 12 6 9
RFA_00809 0.30 0.38 0.25 6 2121 18 6 12 0 10
SPR_00020 0.44 0.55 0.37 11 2671 20 5 14 1 9
SPR_00137 0.50 0.62 0.41 13 2894 22 7 12 3 8
SPR_00273 0.73 0.81 0.65 17 2824 13 2 7 4 4
SPR_00394 0.58 0.62 0.54 13 3631 21 0 11 10 8
SPR_00402 -0.01 0.00 0.00 0 2525 32 3 28 1 21
SPR_00721 0.19 0.24 0.16 5 2895 29 1 25 3 16
SPR_00816 0.27 0.35 0.22 7 3454 29 8 17 4 13
SRP_00105 0.26 0.29 0.24 10 5524 32 3 28 1 24
SRP_00134 0.31 0.38 0.26 11 5953 35 8 23 4 18
SRP_00137 0.69 0.80 0.61 20 4153 20 5 8 7 5
SRP_00141 0.33 0.37 0.31 15 6280 35 2 31 2 26
SRP_00146 0.61 0.67 0.56 24 5210 24 1 18 5 12
SRP_00200 0.89 0.92 0.87 33 6865 17 1 4 12 3
SRP_00231 -0.01 0.00 0.00 0 5416 44 6 38 0 34
SRP_00273 0.75 0.78 0.74 31 6744 18 1 10 7 9
SRP_00274 0.77 0.79 0.75 30 6863 18 1 9 8 8
SRP_00285 0.33 0.37 0.31 11 3705 27 2 23 2 19
SRP_00341 0.32 0.35 0.31 11 4717 31 0 25 6 20
SRP_00357 0.76 0.78 0.74 28 5318 17 1 9 7 8
SRP_00367 -0.01 0.00 0.00 0 6736 50 6 44 0 35

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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 447
Total TN 299298
Total FP 112
Total FP CONTRA 9
Total FP INCONS 43
Total FP COMP 60
Total FN 1570
Total Scores
MCC 0.444
Average MCC ± 95% Confidence Intervals 0.355 ± 0.074
Sensitivity 0.222
Positive Predictive Value 0.896
Nr of predictions 105

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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_01499 0.00 0.00 0.00 0 8001 0 0 0 0 41
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_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_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_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_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_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_00786 0.25 0.13 0.50 4 5042 4 1 3 0 28
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_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_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.