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

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidHomfold‑LAST Carnac(seed)
MCC 0.765 > 0.415
Average MCC ± 95% Confidence Intervals 0.739 ± 0.046 > 0.323 ± 0.066
Sensitivity 0.702 > 0.196
Positive Predictive Value 0.838 < 0.884
Total TP 1835 > 512
Total TN 436356 < 437968
Total FP 525 > 145
Total FP CONTRA 72 > 14
Total FP INCONS 284 > 53
Total FP COMP 169 > 78
Total FN 780 < 2103
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidHomfold-LAST 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 CentroidHomfold‑LAST 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 CentroidHomfold‑LAST and Carnac(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidHomfold-LAST 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 CentroidHomfold‑LAST and Carnac(seed)).

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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 1835
Total TN 436356
Total FP 525
Total FP CONTRA 72
Total FP INCONS 284
Total FP COMP 169
Total FN 780
Total Scores
MCC 0.765
Average MCC ± 95% Confidence Intervals 0.739 ± 0.046
Sensitivity 0.702
Positive Predictive Value 0.838
Nr of predictions 123

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.88 0.79 0.97 31 7471 2 0 1 1 8
CRW_01499 0.78 0.63 0.96 26 7974 2 0 1 1 15
CRW_01603 0.86 0.81 0.91 30 7107 4 0 3 1 7
PDB_00005 0.70 0.50 1.00 7 939 0 0 0 0 7
PDB_00012 1.00 1.00 1.00 7 399 1 0 0 1 0
PDB_00213 0.83 0.73 0.94 30 5018 2 0 2 0 11
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.25 0.22 0.29 5 2684 12 0 12 0 18
PDB_00810 0.84 0.71 1.00 12 1069 0 0 0 0 5
PDB_01001 0.57 0.56 0.59 10 2128 7 3 4 0 8
PDB_01050 0.78 0.62 1.00 8 622 1 0 0 1 5
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.74 0.60 0.91 31 10119 5 0 3 2 21
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 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00409 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00416 1.00 1.00 1.00 15 1470 2 0 0 2 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 0.89 0.80 1.00 12 1473 2 0 0 2 3
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 15 0 0 15 0
RFA_00603 0.78 0.71 0.86 25 13501 4 3 1 0 10
RFA_00604 0.74 0.63 0.88 22 13505 8 3 0 5 13
RFA_00605 0.43 0.34 0.55 12 15203 18 0 10 8 23
RFA_00607 0.91 0.83 1.00 30 17736 7 0 0 7 6
RFA_00609 0.92 0.89 0.94 33 17920 11 0 2 9 4
RFA_00610 0.89 0.84 0.94 31 17172 13 0 2 11 6
RFA_00611 0.77 0.69 0.86 24 13013 4 3 1 0 11
RFA_00613 0.73 0.66 0.82 23 12852 5 4 1 0 12
RFA_00615 0.78 0.71 0.86 25 13337 4 3 1 0 10
RFA_00632 0.51 0.50 0.52 14 4068 13 3 10 0 14
RFA_00636 0.64 0.64 0.64 18 3977 10 3 7 0 10
RFA_00642 0.00 0.00 0.00 0 2923 3 0 3 0 18
RFA_00643 0.50 0.33 0.75 6 2203 2 0 2 0 12
RFA_00644 0.27 0.22 0.33 4 2689 9 3 5 1 14
RFA_00645 -0.01 0.00 0.00 0 2405 10 2 8 0 18
RFA_00649 0.75 0.61 0.92 11 2133 1 0 1 0 7
RFA_00651 0.76 0.72 0.81 13 2064 4 0 3 1 5
RFA_00653 0.29 0.28 0.31 5 2129 11 3 8 0 13
RFA_00654 0.62 0.39 1.00 7 2408 0 0 0 0 11
RFA_00658 0.69 0.64 0.75 9 1116 5 0 3 2 5
RFA_00659 0.47 0.36 0.63 5 1120 5 0 3 2 9
RFA_00664 -0.01 0.00 0.00 0 983 7 0 7 0 14
RFA_00667 0.30 0.29 0.33 4 978 9 1 7 1 10
RFA_00668 0.44 0.36 0.56 5 981 4 0 4 0 9
RFA_00672 0.68 0.46 1.00 6 897 0 0 0 0 7
RFA_00673 0.44 0.36 0.56 5 1119 5 0 4 1 9
RFA_00674 0.74 0.71 0.77 10 1115 4 0 3 1 4
RFA_00675 0.35 0.29 0.44 4 981 5 0 5 0 10
RFA_00677 0.74 0.71 0.77 10 977 5 0 3 2 4
RFA_00678 0.80 0.64 1.00 9 937 0 0 0 0 5
RFA_00680 0.74 0.71 0.77 10 1115 5 0 3 2 4
RFA_00684 0.84 0.71 1.00 10 980 1 0 0 1 4
RFA_00685 0.53 0.43 0.67 6 981 4 0 3 1 8
RFA_00695 0.43 0.43 0.43 6 7007 28 1 7 20 8
RFA_00703 0.43 0.43 0.43 6 4264 21 1 7 13 8
RFA_00704 0.67 0.57 0.80 8 980 3 0 2 1 6
RFA_00705 0.77 0.71 0.83 10 1023 2 0 2 0 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 1027 8 0 8 0 14
RFA_00708 0.64 0.57 0.73 8 1024 3 0 3 0 6
RFA_00709 0.50 0.43 0.60 6 980 5 0 4 1 8
RFA_00710 0.70 0.50 1.00 7 983 0 0 0 0 7
RFA_00711 0.59 0.50 0.70 7 1025 3 0 3 0 7
RFA_00715 0.26 0.21 0.33 3 937 6 0 6 0 11
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 0.80 0.64 1.00 9 894 0 0 0 0 5
RFA_00730 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00731 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00733 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00734 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00736 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00737 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00745 1.00 1.00 1.00 12 934 1 0 0 1 0
RFA_00749 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00758 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00762 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00763 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00764 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00767 0.66 0.44 1.00 8 1883 0 0 0 0 10
RFA_00768 0.66 0.44 1.00 8 1883 0 0 0 0 10
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.58 0.39 0.88 7 2008 1 0 1 0 11
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.59 0.56 0.63 10 1937 6 2 4 0 8
RFA_00781 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00786 0.92 0.91 0.94 29 5019 2 2 0 0 3
RFA_00791 0.95 0.91 1.00 29 5122 1 0 0 1 3
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.87 0.81 0.93 26 5022 3 0 2 1 6
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 4 0 4 0 10
SPR_00020 0.92 0.85 1.00 17 2684 1 0 0 1 3
SPR_00137 0.93 0.86 1.00 18 2908 1 0 0 1 3
SPR_00273 0.76 0.76 0.76 16 2829 5 0 5 0 5
SPR_00394 0.62 0.57 0.67 12 3637 9 5 1 3 9
SPR_00402 0.87 0.76 1.00 16 2540 0 0 0 0 5
SPR_00721 1.00 1.00 1.00 21 2905 1 0 0 1 0
SPR_00816 0.34 0.35 0.33 7 3465 17 3 11 3 13
SRP_00020 0.89 0.91 0.88 30 5531 4 1 3 0 3
SRP_00058 0.87 0.88 0.86 30 5743 6 1 4 1 4
SRP_00084 0.90 0.91 0.89 31 5425 4 1 3 0 3
SRP_00105 0.87 0.76 1.00 26 5539 0 0 0 0 8
SRP_00134 0.65 0.66 0.66 19 5966 13 0 10 3 10
SRP_00137 0.75 0.84 0.68 21 4155 10 4 6 0 4
SRP_00141 0.83 0.76 0.91 31 6294 4 1 2 1 10
SRP_00146 0.89 0.86 0.91 31 5219 3 1 2 0 5
SRP_00200 0.81 0.78 0.85 28 6870 5 1 4 0 8
SRP_00231 0.91 0.91 0.91 31 5426 3 1 2 0 3
SRP_00273 0.82 0.75 0.91 30 6753 4 1 2 1 10
SRP_00274 0.85 0.79 0.91 30 6870 4 1 2 1 8
SRP_00285 0.95 0.93 0.97 28 3712 1 0 1 0 2
SRP_00338 0.96 0.94 0.97 34 5425 1 0 1 0 2
SRP_00341 0.46 0.39 0.55 12 4731 10 0 10 0 19
SRP_00357 0.90 0.86 0.94 31 5323 3 1 1 1 5
SRP_00367 0.88 0.83 0.94 29 6755 2 1 1 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.