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

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for PETfold_pre2.0(seed) & Carnac(seed) [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(seed) Carnac(seed)
MCC 0.772 > 0.417
Average MCC ± 95% Confidence Intervals 0.736 ± 0.044 > 0.326 ± 0.067
Sensitivity 0.676 > 0.198
Positive Predictive Value 0.885 > 0.884
Total TP 1748 > 512
Total TN 430577 < 431973
Total FP 375 > 145
Total FP CONTRA 37 > 14
Total FP INCONS 190 > 53
Total FP COMP 148 > 78
Total FN 838 < 2074
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(seed) 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 PETfold_pre2.0(seed) 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 PETfold_pre2.0(seed) and Carnac(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(seed) 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 PETfold_pre2.0(seed) and Carnac(seed)).

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Performance of PETfold_pre2.0(seed) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(seed)

Total Base Pair Counts
Total TP 1748
Total TN 430577
Total FP 375
Total FP CONTRA 37
Total FP INCONS 190
Total FP COMP 148
Total FN 838
Total Scores
MCC 0.772
Average MCC ± 95% Confidence Intervals 0.736 ± 0.044
Sensitivity 0.676
Positive Predictive Value 0.885
Nr of predictions 122

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2. Individual counts for PETfold_pre2.0(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
CRW_01484 0.91 0.87 0.94 34 7467 5 0 2 3 5
CRW_01499 0.73 0.68 0.78 28 7965 9 0 8 1 13
CRW_01603 0.99 0.97 1.00 36 7104 3 0 0 3 1
PDB_00005 0.80 0.64 1.00 9 937 0 0 0 0 5
PDB_00012 1.00 1.00 1.00 7 399 2 0 0 2 0
PDB_00213 0.85 0.73 1.00 30 5020 0 0 0 0 11
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 0.68 0.57 0.81 13 2685 3 0 3 0 10
PDB_00810 0.87 0.76 1.00 13 1068 0 0 0 0 4
PDB_01001 0.97 0.94 1.00 17 2128 1 0 0 1 1
PDB_01050 0.48 0.38 0.63 5 622 4 0 3 1 8
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01092 0.68 0.56 0.83 29 10118 8 0 6 2 23
PDB_01152 0.80 0.71 0.91 10 550 1 0 1 0 4
RFA_00389 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00390 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00391 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00409 1.00 1.00 1.00 15 1416 3 0 0 3 0
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 3 0 0 3 0
RFA_00434 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00436 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00440 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00442 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00446 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00449 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00587 1.00 1.00 1.00 15 4836 5 0 0 5 0
RFA_00603 0.96 0.91 1.00 32 13498 0 0 0 0 3
RFA_00604 0.96 0.91 1.00 32 13498 0 0 0 0 3
RFA_00605 0.96 0.91 1.00 32 15193 0 0 0 0 3
RFA_00607 0.94 0.89 1.00 32 17734 0 0 0 0 4
RFA_00609 0.93 0.86 1.00 32 17923 0 0 0 0 5
RFA_00610 0.93 0.86 1.00 32 17173 0 0 0 0 5
RFA_00611 0.96 0.91 1.00 32 13009 0 0 0 0 3
RFA_00613 0.96 0.91 1.00 32 12848 0 0 0 0 3
RFA_00615 0.85 0.80 0.90 28 13335 3 0 3 0 7
RFA_00632 0.69 0.64 0.75 18 4071 6 2 4 0 10
RFA_00636 0.73 0.68 0.79 19 3981 5 2 3 0 9
RFA_00642 0.35 0.28 0.45 5 2915 6 0 6 0 13
RFA_00643 0.34 0.28 0.42 5 2199 7 0 7 0 13
RFA_00644 0.34 0.28 0.42 5 2689 7 0 7 0 13
RFA_00645 0.34 0.28 0.42 5 2403 7 0 7 0 13
RFA_00649 0.34 0.28 0.42 5 2133 7 0 7 0 13
RFA_00651 0.34 0.28 0.42 5 2068 7 0 7 0 13
RFA_00653 0.34 0.28 0.42 5 2133 7 0 7 0 13
RFA_00654 0.34 0.28 0.42 5 2403 7 0 7 0 13
RFA_00658 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00659 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00664 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00667 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00668 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00672 0.45 0.31 0.67 4 897 3 0 2 1 9
RFA_00673 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00674 0.54 0.36 0.83 5 1122 2 0 1 1 9
RFA_00675 0.40 0.21 0.75 3 986 2 0 1 1 11
RFA_00677 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00678 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00680 0.43 0.29 0.67 4 1122 3 0 2 1 10
RFA_00684 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00685 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00695 0.50 0.36 0.71 5 7014 3 0 2 1 9
RFA_00703 0.44 0.29 0.67 4 4272 3 0 2 1 10
RFA_00704 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00705 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00706 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00707 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00708 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00709 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00710 0.43 0.29 0.67 4 984 3 0 2 1 10
RFA_00711 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00715 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00716 0.43 0.29 0.67 4 940 3 0 2 1 10
RFA_00717 0.56 0.43 0.75 6 895 2 0 2 0 8
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 1 0 0 1 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 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00762 1.00 1.00 1.00 12 891 1 0 0 1 0
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 0.63 0.56 0.71 10 1877 4 3 1 0 8
RFA_00768 0.63 0.56 0.71 10 1877 4 3 1 0 8
RFA_00769 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00770 0.63 0.56 0.71 10 2002 4 3 1 0 8
RFA_00773 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00779 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00791 0.97 0.94 1.00 30 5121 0 0 0 0 2
RFA_00792 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00801 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00808 0.71 0.56 0.90 9 2006 1 1 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 4 0 4 0 10
SPR_00020 1.00 1.00 1.00 20 2681 2 0 0 2 0
SPR_00137 0.95 0.90 1.00 19 2907 3 0 0 3 2
SPR_00273 0.95 0.95 0.95 20 2829 2 0 1 1 1
SPR_00394 0.98 0.95 1.00 20 3635 2 0 0 2 1
SPR_00402 0.98 0.95 1.00 20 2536 2 0 0 2 1
SPR_00721 1.00 1.00 1.00 21 2905 1 0 0 1 0
SPR_00816 1.00 1.00 1.00 20 3466 2 0 0 2 0
SRP_00020 0.74 0.64 0.88 21 5541 4 1 2 1 12
SRP_00058 0.73 0.62 0.88 21 5754 4 1 2 1 13
SRP_00084 0.73 0.62 0.88 21 5436 4 1 2 1 13
SRP_00105 0.75 0.59 0.95 20 5544 5 0 1 4 14
SRP_00137 0.51 0.48 0.55 12 4164 12 3 7 2 13
SRP_00141 0.65 0.49 0.87 20 6305 5 1 2 2 21
SRP_00146 0.69 0.56 0.87 20 5230 5 1 2 2 16
SRP_00200 0.69 0.53 0.90 19 6882 6 1 1 4 17
SRP_00231 0.73 0.62 0.88 21 5436 4 1 2 1 13
SRP_00273 0.66 0.50 0.87 20 6763 5 1 2 2 20
SRP_00274 0.71 0.55 0.91 21 6880 4 1 1 2 17
SRP_00285 0.77 0.63 0.95 19 3721 4 0 1 3 11
SRP_00338 0.76 0.61 0.96 22 5437 3 0 1 2 14
SRP_00341 0.42 0.35 0.50 11 4731 14 0 11 3 20
SRP_00357 0.71 0.56 0.91 20 5334 5 1 1 3 16
SRP_00367 0.68 0.51 0.90 18 6766 7 1 1 5 17

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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 431973
Total FP 145
Total FP CONTRA 14
Total FP INCONS 53
Total FP COMP 78
Total FN 2074
Total Scores
MCC 0.417
Average MCC ± 95% Confidence Intervals 0.326 ± 0.067
Sensitivity 0.198
Positive Predictive Value 0.884
Nr of predictions 122

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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_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.