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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Cylofold Carnac(seed)
MCC 0.541 > 0.408
Average MCC ± 95% Confidence Intervals 0.518 ± 0.064 > 0.317 ± 0.072
Sensitivity 0.502 > 0.189
Positive Predictive Value 0.591 < 0.888
Total TP 1117 > 420
Total TN 289991 < 291407
Total FP 888 > 99
Total FP CONTRA 96 > 7
Total FP INCONS 676 > 46
Total FP COMP 116 > 46
Total FN 1110 < 1807
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of Cylofold - scored higher in this pairwise comparison

1. Total counts & total scores for Cylofold

Total Base Pair Counts
Total TP 1117
Total TN 289991
Total FP 888
Total FP CONTRA 96
Total FP INCONS 676
Total FP COMP 116
Total FN 1110
Total Scores
MCC 0.541
Average MCC ± 95% Confidence Intervals 0.518 ± 0.064
Sensitivity 0.502
Positive Predictive Value 0.591
Nr of predictions 112

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.26 0.26 0.27 10 7466 27 3 24 0 29
CRW_01499 0.44 0.39 0.50 16 7969 17 1 15 1 25
CRW_01603 0.50 0.46 0.55 17 7109 14 2 12 0 20
PDB_00005 0.78 0.79 0.79 11 932 3 0 3 0 3
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.66 0.61 0.71 25 5015 10 0 10 0 16
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.68 0.70 0.67 16 2677 9 0 8 1 7
PDB_00810 0.51 0.41 0.64 7 1070 4 2 2 0 10
PDB_01001 0.83 0.83 0.83 15 2127 3 3 0 0 3
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_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 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 0.67 0.60 0.75 9 1473 5 0 3 2 6
RFA_00587 1.00 1.00 1.00 15 4836 8 0 0 8 0
RFA_00632 0.54 0.54 0.56 15 4068 12 2 10 0 13
RFA_00636 0.78 0.82 0.74 23 3974 8 7 1 0 5
RFA_00642 0.18 0.17 0.21 3 2912 11 1 10 0 15
RFA_00643 0.23 0.22 0.25 4 2195 12 1 11 0 14
RFA_00644 -0.01 0.00 0.00 0 2684 17 3 14 0 18
RFA_00645 -0.01 0.00 0.00 0 2397 18 4 14 0 18
RFA_00649 -0.01 0.00 0.00 0 2137 8 0 8 0 18
RFA_00651 0.30 0.28 0.33 5 2065 10 5 5 0 13
RFA_00653 -0.01 0.00 0.00 0 2130 15 3 12 0 18
RFA_00654 0.26 0.22 0.31 4 2402 10 1 8 1 14
RFA_00658 0.40 0.29 0.57 4 1121 5 0 3 2 10
RFA_00659 -0.01 0.00 0.00 0 1118 12 0 10 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 -0.01 0.00 0.00 0 981 10 1 8 1 14
RFA_00668 0.50 0.43 0.60 6 980 4 0 4 0 8
RFA_00672 -0.01 0.00 0.00 0 895 9 0 8 1 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 1117 11 0 11 0 14
RFA_00675 -0.01 0.00 0.00 0 981 9 1 8 0 14
RFA_00677 0.69 0.64 0.75 9 978 5 0 3 2 5
RFA_00678 0.53 0.29 1.00 4 942 0 0 0 0 10
RFA_00680 0.74 0.71 0.77 10 1115 6 0 3 3 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 3 0 3 0 9
RFA_00695 0.00 0.00 0.00 0 7010 23 4 7 12 14
RFA_00703 0.30 0.36 0.25 5 4258 19 4 11 4 9
RFA_00704 -0.01 0.00 0.00 0 983 8 0 7 1 14
RFA_00705 0.84 0.71 1.00 10 1025 0 0 0 0 4
RFA_00706 -0.01 0.00 0.00 0 1026 9 0 9 0 14
RFA_00707 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00708 0.40 0.29 0.57 4 1028 3 0 3 0 10
RFA_00709 0.28 0.21 0.38 3 982 6 0 5 1 11
RFA_00710 -0.01 0.00 0.00 0 981 9 0 9 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 0.35 0.29 0.44 4 894 5 0 5 0 10
RFA_00730 0.51 0.42 0.63 5 895 4 1 2 1 7
RFA_00731 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00733 0.51 0.42 0.63 5 895 4 0 3 1 7
RFA_00734 0.18 0.17 0.22 2 894 8 0 7 1 10
RFA_00736 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00737 0.43 0.42 0.45 5 892 7 0 6 1 7
RFA_00745 -0.01 0.00 0.00 0 938 8 1 7 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 0.31 0.33 0.31 4 890 9 2 7 0 8
RFA_00763 0.43 0.42 0.45 5 892 7 0 6 1 7
RFA_00764 0.51 0.42 0.63 5 895 4 0 3 1 7
RFA_00765 0.51 0.42 0.63 5 895 4 0 3 1 7
RFA_00767 1.00 1.00 1.00 18 1873 4 0 0 4 0
RFA_00768 1.00 1.00 1.00 18 1873 0 0 0 0 0
RFA_00769 0.97 1.00 0.95 18 1934 1 1 0 0 0
RFA_00770 0.88 0.78 1.00 14 2002 3 0 0 3 4
RFA_00773 0.97 1.00 0.95 18 1934 4 1 0 3 0
RFA_00779 0.97 0.94 1.00 17 1936 0 0 0 0 1
RFA_00781 0.64 0.66 0.64 21 5017 12 2 10 0 11
RFA_00786 0.33 0.31 0.36 10 5022 18 1 17 0 22
RFA_00791 0.51 0.44 0.61 14 5128 9 0 9 0 18
RFA_00792 0.78 0.72 0.85 23 5023 4 2 2 0 9
RFA_00801 0.82 0.75 0.89 24 5023 4 0 3 1 8
RFA_00809 0.79 0.81 0.76 13 2128 4 0 4 0 3
SPR_00020 0.85 0.85 0.85 17 2681 5 0 3 2 3
SPR_00137 0.84 0.86 0.82 18 2904 10 0 4 6 3
SPR_00273 0.44 0.43 0.45 9 2830 11 0 11 0 12
SPR_00394 0.26 0.24 0.29 5 3638 16 5 7 4 16
SPR_00402 1.00 1.00 1.00 21 2535 1 0 0 1 0
SPR_00721 0.18 0.19 0.19 4 2905 17 2 15 0 17
SPR_00816 0.34 0.35 0.33 7 3465 17 3 11 3 13
SRP_00020 0.43 0.42 0.45 14 5534 17 1 16 0 19
SRP_00058 0.71 0.68 0.74 23 5747 10 2 6 2 11
SRP_00084 0.59 0.59 0.61 20 5427 13 3 10 0 14
SRP_00105 0.11 0.12 0.11 4 5529 32 2 30 0 30
SRP_00134 0.43 0.45 0.42 13 5964 22 4 14 4 16
SRP_00137 0.59 0.52 0.68 13 4167 6 2 4 0 12
SRP_00141 0.63 0.59 0.69 24 6293 11 0 11 0 17
SRP_00146 0.33 0.33 0.34 12 5218 23 4 19 0 24
SRP_00200 0.61 0.56 0.67 20 6873 10 1 9 0 16
SRP_00231 0.62 0.59 0.67 20 5430 10 2 8 0 14
SRP_00273 0.56 0.48 0.66 19 6757 10 0 10 0 21
SRP_00274 0.79 0.71 0.87 27 6872 4 1 3 0 11
SRP_00285 0.93 0.87 1.00 26 3715 0 0 0 0 4
SRP_00338 0.61 0.56 0.67 20 5430 10 0 10 0 16
SRP_00341 0.11 0.10 0.14 3 4732 18 1 17 0 28
SRP_00357 0.46 0.44 0.48 16 5323 17 1 16 0 20
SRP_00367 0.69 0.69 0.71 24 6752 10 0 10 0 11

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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 420
Total TN 291407
Total FP 99
Total FP CONTRA 7
Total FP INCONS 46
Total FP COMP 46
Total FN 1807
Total Scores
MCC 0.408
Average MCC ± 95% Confidence Intervals 0.317 ± 0.072
Sensitivity 0.189
Positive Predictive Value 0.888
Nr of predictions 112

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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_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_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_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.