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

  1. Overview

  2. Performance Plots

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

  4. Performance of Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for Carnac(seed) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric Carnac(seed) Vsfold5
MCC 0.415 > 0.353
Average MCC ± 95% Confidence Intervals 0.323 ± 0.066 < 0.377 ± 0.061
Sensitivity 0.196 < 0.325
Positive Predictive Value 0.884 > 0.392
Total TP 512 < 849
Total TN 437968 > 436380
Total FP 145 < 1486
Total FP CONTRA 14 < 174
Total FP INCONS 53 < 1144
Total FP COMP 78 < 168
Total FN 2103 > 1766
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of Carnac(seed) and Vsfold5. 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 Carnac(seed) and Vsfold5).

  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 Carnac(seed) and Vsfold5).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Carnac(seed) and Vsfold5. 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 Carnac(seed) and Vsfold5).

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Performance of Carnac(seed) - scored higher 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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Performance of Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 849
Total TN 436380
Total FP 1486
Total FP CONTRA 174
Total FP INCONS 1144
Total FP COMP 168
Total FN 1766
Total Scores
MCC 0.353
Average MCC ± 95% Confidence Intervals 0.377 ± 0.061
Sensitivity 0.325
Positive Predictive Value 0.392
Nr of predictions 123

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2. Individual counts for Vsfold5 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.44 0.38 0.52 15 7474 14 0 14 0 24
CRW_01499 0.16 0.15 0.18 6 7967 28 0 28 0 35
CRW_01603 0.11 0.11 0.13 4 7108 28 2 26 0 33
PDB_00005 0.78 0.79 0.79 11 932 3 1 2 0 3
PDB_00012 1.00 1.00 1.00 7 399 2 0 0 2 0
PDB_00213 0.40 0.37 0.45 15 5017 18 0 18 0 26
PDB_00553 0.95 0.91 1.00 10 455 0 0 0 0 1
PDB_00716 0.17 0.17 0.18 4 2679 19 0 18 1 19
PDB_00810 0.45 0.35 0.60 6 1071 4 2 2 0 11
PDB_01001 -0.01 0.00 0.00 0 2130 15 3 12 0 18
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01051 0.36 0.38 0.36 5 889 9 2 7 0 8
PDB_01092 0.73 0.69 0.77 36 10106 12 2 9 1 16
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00389 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00390 0.93 0.87 1.00 13 1418 2 0 0 2 2
RFA_00391 0.69 0.67 0.71 10 1417 6 3 1 2 5
RFA_00409 0.89 0.80 1.00 12 1419 1 0 0 1 3
RFA_00416 0.93 0.93 0.93 14 1470 4 0 1 3 1
RFA_00433 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00434 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00436 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00440 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00442 0.97 0.93 1.00 14 1417 2 0 0 2 1
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 0.49 0.53 0.44 8 4833 21 4 6 11 7
RFA_00603 0.39 0.37 0.41 13 13498 26 5 14 7 22
RFA_00604 0.48 0.49 0.49 17 13495 24 8 10 6 18
RFA_00605 0.09 0.09 0.09 3 15192 40 2 28 10 32
RFA_00607 0.45 0.47 0.43 17 17726 30 8 15 7 19
RFA_00609 0.54 0.57 0.53 21 17915 28 4 15 9 16
RFA_00610 0.64 0.65 0.63 24 17167 23 2 12 9 13
RFA_00611 0.57 0.54 0.59 19 13009 16 1 12 3 16
RFA_00613 0.39 0.37 0.41 13 12848 22 6 13 3 22
RFA_00615 0.50 0.49 0.52 17 13333 19 4 12 3 18
RFA_00632 -0.01 0.00 0.00 0 4073 22 0 22 0 28
RFA_00636 0.58 0.57 0.59 16 3978 11 1 10 0 12
RFA_00642 -0.01 0.00 0.00 0 2914 12 1 11 0 18
RFA_00643 0.38 0.39 0.39 7 2193 11 5 6 0 11
RFA_00644 0.22 0.22 0.22 4 2683 14 1 13 0 14
RFA_00645 -0.01 0.00 0.00 0 2400 15 0 15 0 18
RFA_00649 -0.01 0.00 0.00 0 2130 15 1 14 0 18
RFA_00651 0.47 0.44 0.50 8 2064 8 1 7 0 10
RFA_00653 -0.01 0.00 0.00 0 2131 14 3 11 0 18
RFA_00654 0.54 0.44 0.67 8 2403 5 1 3 1 10
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 0.21 0.21 0.23 3 977 10 3 7 0 11
RFA_00668 0.40 0.36 0.45 5 979 6 0 6 0 9
RFA_00672 0.00 0.00 0.00 0 903 0 0 0 0 13
RFA_00673 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00674 -0.01 0.00 0.00 0 1117 11 0 11 0 14
RFA_00675 -0.01 0.00 0.00 0 981 9 1 8 0 14
RFA_00677 0.64 0.57 0.73 8 979 5 0 3 2 6
RFA_00678 0.32 0.21 0.50 3 940 3 0 3 0 11
RFA_00680 0.69 0.64 0.75 9 1116 6 0 3 3 5
RFA_00684 0.75 0.57 1.00 8 982 1 0 0 1 6
RFA_00685 0.35 0.29 0.44 4 981 6 0 5 1 10
RFA_00695 0.22 0.21 0.23 3 7008 22 4 6 12 11
RFA_00703 0.00 0.00 0.00 0 4271 20 0 7 13 14
RFA_00704 -0.01 0.00 0.00 0 983 8 0 7 1 14
RFA_00705 0.69 0.64 0.75 9 1023 4 0 3 1 5
RFA_00706 -0.01 0.00 0.00 0 1022 13 2 11 0 14
RFA_00707 0.33 0.29 0.40 4 1025 7 0 6 1 10
RFA_00708 -0.01 0.00 0.00 0 1027 8 0 8 0 14
RFA_00709 -0.01 0.00 0.00 0 980 11 0 10 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 1026 9 0 9 0 14
RFA_00715 -0.01 0.00 0.00 0 937 9 0 9 0 14
RFA_00716 -0.01 0.00 0.00 0 936 10 0 10 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 -0.01 0.00 0.00 0 896 7 1 6 0 12
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.16 0.17 0.18 2 892 10 2 7 1 10
RFA_00736 -0.01 0.00 0.00 0 896 7 1 6 0 12
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 0.51 0.42 0.63 5 895 4 1 2 1 7
RFA_00758 -0.01 0.00 0.00 0 898 5 0 5 0 12
RFA_00762 0.39 0.42 0.38 5 890 8 2 6 0 7
RFA_00763 0.64 0.42 1.00 5 898 0 0 0 0 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 0.21 0.22 0.22 4 1873 14 2 12 0 14
RFA_00768 -0.01 0.00 0.00 0 1875 16 1 15 0 18
RFA_00769 0.50 0.50 0.50 9 1935 9 4 5 0 9
RFA_00770 0.65 0.56 0.77 10 2003 3 3 0 0 8
RFA_00773 -0.01 0.00 0.00 0 1936 19 1 16 2 18
RFA_00779 0.69 0.61 0.79 11 1939 3 3 0 0 7
RFA_00781 0.55 0.53 0.57 17 5020 13 1 12 0 15
RFA_00786 -0.01 0.00 0.00 0 5015 35 5 30 0 32
RFA_00791 0.38 0.34 0.42 11 5125 15 3 12 0 21
RFA_00792 0.57 0.53 0.61 17 5022 11 0 11 0 15
RFA_00801 0.52 0.50 0.55 16 5021 14 3 10 1 16
RFA_00808 1.00 1.00 1.00 16 2000 0 0 0 0 0
RFA_00809 0.45 0.44 0.47 7 2130 8 1 7 0 9
SPR_00020 0.76 0.80 0.73 16 2679 7 4 2 1 4
SPR_00137 0.83 0.81 0.85 17 2906 8 0 3 5 4
SPR_00273 0.76 0.76 0.76 16 2829 5 0 5 0 5
SPR_00394 0.52 0.52 0.52 11 3634 14 5 5 4 10
SPR_00402 0.71 0.76 0.67 16 2532 9 4 4 1 5
SPR_00721 0.62 0.67 0.58 14 2902 10 2 8 0 7
SPR_00816 0.32 0.35 0.30 7 3463 19 4 12 3 13
SRP_00020 -0.01 0.00 0.00 0 5538 27 2 25 0 33
SRP_00058 -0.01 0.00 0.00 0 5749 29 5 24 0 34
SRP_00084 0.17 0.15 0.20 5 5435 20 3 17 0 29
SRP_00105 -0.01 0.00 0.00 0 5534 31 3 28 0 34
SRP_00134 0.22 0.21 0.25 6 5971 21 5 13 3 23
SRP_00137 0.37 0.40 0.34 10 4157 19 6 13 0 15
SRP_00141 -0.01 0.00 0.00 0 6299 29 1 28 0 41
SRP_00146 -0.01 0.00 0.00 0 5227 26 0 26 0 36
SRP_00200 0.00 0.00 0.00 0 6871 32 2 30 0 36
SRP_00231 -0.01 0.00 0.00 0 5433 27 3 24 0 34
SRP_00273 -0.01 0.00 0.00 0 6754 32 2 30 0 40
SRP_00274 0.28 0.26 0.30 10 6870 23 2 21 0 28
SRP_00285 -0.01 0.00 0.00 0 3719 22 2 20 0 30
SRP_00338 0.00 0.00 0.00 0 5460 0 0 0 0 36
SRP_00341 -0.01 0.00 0.00 0 4725 28 0 28 0 31
SRP_00357 -0.01 0.00 0.00 0 5330 26 0 26 0 36
SRP_00367 0.00 0.00 0.00 0 6756 30 1 29 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.