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 Vsfold4 - scored lower in this pairwise comparison

  5. Compile and download dataset for Carnac(seed) & Vsfold4 [.zip] - may take several seconds...


Overview

Metric Carnac(seed) Vsfold4
MCC 0.415 > 0.379
Average MCC ± 95% Confidence Intervals 0.323 ± 0.066 < 0.405 ± 0.061
Sensitivity 0.196 < 0.342
Positive Predictive Value 0.884 > 0.429
Total TP 512 < 894
Total TN 437968 > 436461
Total FP 145 < 1368
Total FP CONTRA 14 < 147
Total FP INCONS 53 < 1045
Total FP COMP 78 < 176
Total FN 2103 > 1721
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of Carnac(seed) and Vsfold4. 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 Vsfold4).

  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 Vsfold4).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Carnac(seed) and Vsfold4. 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 Vsfold4).

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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 Vsfold4 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold4

Total Base Pair Counts
Total TP 894
Total TN 436461
Total FP 1368
Total FP CONTRA 147
Total FP INCONS 1045
Total FP COMP 176
Total FN 1721
Total Scores
MCC 0.379
Average MCC ± 95% Confidence Intervals 0.405 ± 0.061
Sensitivity 0.342
Positive Predictive Value 0.429
Nr of predictions 123

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2. Individual counts for Vsfold4 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.32 0.28 0.38 11 7474 18 1 17 0 28
CRW_01499 0.14 0.12 0.16 5 7970 26 3 23 0 36
CRW_01603 0.00 0.00 0.00 0 7113 27 5 22 0 37
PDB_00005 0.84 0.71 1.00 10 936 0 0 0 0 4
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.46 0.41 0.52 17 5017 16 0 16 0 24
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
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 2133 12 0 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 0.66 0.58 0.77 30 10114 10 2 7 1 22
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 0.97 0.93 1.00 14 1471 3 0 0 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 1 0 0 1 1
RFA_00587 1.00 1.00 1.00 15 4836 11 0 0 11 0
RFA_00603 0.30 0.29 0.32 10 13499 21 5 16 0 25
RFA_00604 0.52 0.49 0.57 17 13500 18 8 5 5 18
RFA_00605 0.19 0.17 0.22 6 15198 33 3 18 12 29
RFA_00607 0.61 0.56 0.67 20 17736 23 2 8 13 16
RFA_00609 0.56 0.59 0.54 22 17914 27 4 15 8 15
RFA_00610 0.64 0.65 0.63 24 17167 23 2 12 9 13
RFA_00611 0.56 0.54 0.58 19 13008 17 3 11 3 16
RFA_00613 0.27 0.26 0.29 9 12849 25 5 17 3 26
RFA_00615 0.31 0.29 0.34 10 13337 19 7 12 0 25
RFA_00632 0.36 0.36 0.37 10 4068 17 3 14 0 18
RFA_00636 0.58 0.57 0.59 16 3978 11 1 10 0 12
RFA_00642 0.00 0.00 0.00 0 2915 11 1 10 0 18
RFA_00643 0.45 0.39 0.54 7 2198 6 0 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 2404 11 0 11 0 18
RFA_00649 -0.01 0.00 0.00 0 2130 15 1 14 0 18
RFA_00651 0.41 0.39 0.44 7 2064 9 1 8 0 11
RFA_00653 -0.01 0.00 0.00 0 2134 11 0 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 1122 8 0 6 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.22 0.21 0.25 3 978 10 1 8 1 11
RFA_00668 0.40 0.36 0.45 5 979 6 0 6 0 9
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 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 1118 10 0 10 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 0.00 0.00 0.00 0 7014 26 2 5 19 14
RFA_00703 0.00 0.00 0.00 0 4270 22 2 6 14 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 1024 11 2 9 0 14
RFA_00707 0.31 0.29 0.36 4 1024 7 0 7 0 10
RFA_00708 0.40 0.29 0.57 4 1028 4 0 3 1 10
RFA_00709 -0.01 0.00 0.00 0 985 6 0 5 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 0.39 0.36 0.45 5 892 6 0 6 0 9
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 0.34 0.33 0.36 4 892 7 2 5 0 8
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 -0.01 0.00 0.00 0 941 5 1 4 0 12
RFA_00749 0.64 0.42 1.00 5 898 1 0 0 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 -0.01 0.00 0.00 0 1878 13 1 12 0 18
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 -0.01 0.00 0.00 0 2003 15 2 11 2 18
RFA_00773 -0.01 0.00 0.00 0 1936 19 1 16 2 18
RFA_00779 0.65 0.56 0.77 10 1940 3 2 1 0 8
RFA_00781 0.56 0.53 0.59 17 5021 12 1 11 0 15
RFA_00786 0.39 0.34 0.44 11 5025 14 1 13 0 21
RFA_00791 0.41 0.34 0.50 11 5129 11 1 10 0 21
RFA_00792 0.57 0.53 0.61 17 5022 11 0 11 0 15
RFA_00801 0.53 0.50 0.57 16 5022 12 2 10 0 16
RFA_00808 0.62 0.56 0.69 9 2003 4 3 1 0 7
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
SPR_00020 0.82 0.80 0.84 16 2682 4 1 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 0.75 0.71 0.79 15 3636 9 0 4 5 6
SPR_00402 0.78 0.76 0.80 16 2536 5 0 4 1 5
SPR_00721 0.68 0.67 0.70 14 2906 6 2 4 0 7
SPR_00816 0.32 0.35 0.29 7 3462 20 5 12 3 13
SRP_00020 -0.01 0.00 0.00 0 5537 28 3 25 0 33
SRP_00058 -0.01 0.00 0.00 0 5748 30 3 27 0 34
SRP_00084 -0.01 0.00 0.00 0 5437 23 1 22 0 34
SRP_00105 -0.01 0.00 0.00 0 5533 32 2 30 0 34
SRP_00134 0.16 0.17 0.16 5 5964 29 4 22 3 24
SRP_00137 0.39 0.40 0.38 10 4160 16 4 12 0 15
SRP_00141 0.55 0.49 0.63 20 6296 12 2 10 0 21
SRP_00146 0.36 0.33 0.40 12 5223 18 2 16 0 24
SRP_00200 0.00 0.00 0.00 0 6874 29 2 27 0 36
SRP_00231 -0.01 0.00 0.00 0 5435 25 4 21 0 34
SRP_00273 0.40 0.38 0.44 15 6752 19 3 16 0 25
SRP_00274 -0.01 0.00 0.00 0 6871 32 2 30 0 38
SRP_00285 -0.01 0.00 0.00 0 3719 22 2 20 0 30
SRP_00338 0.24 0.22 0.28 8 5431 21 2 19 0 28
SRP_00341 -0.01 0.00 0.00 0 4731 22 2 20 0 31
SRP_00357 -0.01 0.00 0.00 0 5330 26 1 25 0 36
SRP_00367 0.00 0.00 0.00 0 6761 25 1 24 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.