CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Carnac(seed) Mastr(seed)
MCC 0.415 > 0.385
Average MCC ± 95% Confidence Intervals 0.323 ± 0.066 > 0.299 ± 0.063
Sensitivity 0.196 > 0.190
Positive Predictive Value 0.884 > 0.788
Total TP 512 > 497
Total TN 437968 > 437916
Total FP 145 < 171
Total FP CONTRA 14 < 20
Total FP INCONS 53 < 114
Total FP COMP 78 > 37
Total FN 2103 < 2118
P-value 3.56938820447e-08

^top




Performance plots


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

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

^top





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

^top



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

^top



Performance of Mastr(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for Mastr(seed)

Total Base Pair Counts
Total TP 497
Total TN 437916
Total FP 171
Total FP CONTRA 20
Total FP INCONS 114
Total FP COMP 37
Total FN 2118
Total Scores
MCC 0.385
Average MCC ± 95% Confidence Intervals 0.299 ± 0.063
Sensitivity 0.190
Positive Predictive Value 0.788
Nr of predictions 123

^top



2. Individual counts for Mastr(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 0.60 0.43 0.86 6 939 2 0 1 1 8
PDB_00012 0.00 0.00 0.00 0 406 0 0 0 0 7
PDB_00213 0.81 0.73 0.91 30 5017 3 0 3 0 11
PDB_00553 0.00 0.00 0.00 0 465 0 0 0 0 11
PDB_00716 0.00 0.00 0.00 0 2701 0 0 0 0 23
PDB_00810 0.43 0.35 0.55 6 1070 6 0 5 1 11
PDB_01001 0.00 0.00 0.00 0 2145 0 0 0 0 18
PDB_01050 0.78 0.62 1.00 8 622 2 0 0 2 5
PDB_01051 0.00 0.00 0.00 0 903 0 0 0 0 13
PDB_01092 0.00 0.00 0.00 0 10153 0 0 0 0 52
PDB_01152 0.81 0.79 0.85 11 548 2 0 2 0 3
RFA_00389 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00390 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00391 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00409 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00416 0.00 0.00 0.00 0 1485 0 0 0 0 15
RFA_00433 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00434 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00436 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00440 0.00 0.00 0.00 0 1485 0 0 0 0 15
RFA_00442 0.00 0.00 0.00 0 1431 0 0 0 0 15
RFA_00446 0.00 0.00 0.00 0 1485 0 0 0 0 15
RFA_00449 0.00 0.00 0.00 0 1485 0 0 0 0 15
RFA_00587 0.00 0.00 0.00 0 4851 0 0 0 0 15
RFA_00603 0.00 0.00 0.00 0 13530 0 0 0 0 35
RFA_00604 0.00 0.00 0.00 0 13530 0 0 0 0 35
RFA_00605 0.00 0.00 0.00 0 15225 0 0 0 0 35
RFA_00607 0.00 0.00 0.00 0 17766 0 0 0 0 36
RFA_00609 0.00 0.00 0.00 0 17955 0 0 0 0 37
RFA_00610 0.00 0.00 0.00 0 17205 0 0 0 0 37
RFA_00611 0.00 0.00 0.00 0 13041 0 0 0 0 35
RFA_00613 0.00 0.00 0.00 0 12880 0 0 0 0 35
RFA_00615 0.00 0.00 0.00 0 13366 0 0 0 0 35
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 0.58 0.33 1.00 6 2920 0 0 0 0 12
RFA_00643 0.29 0.17 0.50 3 2205 3 0 3 0 15
RFA_00644 0.62 0.39 1.00 7 2694 0 0 0 0 11
RFA_00645 0.58 0.33 1.00 6 2409 0 0 0 0 12
RFA_00649 0.67 0.44 1.00 8 2137 0 0 0 0 10
RFA_00651 0.67 0.44 1.00 8 2072 0 0 0 0 10
RFA_00653 0.00 0.00 0.00 0 2143 2 0 2 0 18
RFA_00654 0.62 0.39 1.00 7 2408 0 0 0 0 11
RFA_00658 0.56 0.43 0.75 6 1120 3 0 2 1 8
RFA_00659 0.50 0.36 0.71 5 1121 3 0 2 1 9
RFA_00664 0.27 0.07 1.00 1 989 0 0 0 0 13
RFA_00667 -0.01 0.00 0.00 0 988 2 0 2 0 14
RFA_00668 0.50 0.36 0.71 5 983 3 0 2 1 9
RFA_00672 0.28 0.08 1.00 1 902 0 0 0 0 12
RFA_00673 0.46 0.21 1.00 3 1125 0 0 0 0 11
RFA_00674 0.53 0.29 1.00 4 1124 0 0 0 0 10
RFA_00675 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00677 0.46 0.21 1.00 3 987 0 0 0 0 11
RFA_00678 0.43 0.29 0.67 4 940 2 0 2 0 10
RFA_00680 0.65 0.43 1.00 6 1122 0 0 0 0 8
RFA_00684 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00685 0.56 0.43 0.75 6 982 3 0 2 1 8
RFA_00695 0.00 0.00 0.00 0 7017 4 2 2 0 14
RFA_00703 0.00 0.00 0.00 0 4270 8 3 5 0 14
RFA_00704 -0.01 0.00 0.00 0 988 2 0 2 0 14
RFA_00705 0.27 0.07 1.00 1 1034 0 0 0 0 13
RFA_00706 0.30 0.14 0.67 2 1032 1 0 1 0 12
RFA_00707 0.50 0.36 0.71 5 1028 3 0 2 1 9
RFA_00708 0.40 0.21 0.75 3 1031 1 0 1 0 11
RFA_00709 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00710 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00711 0.27 0.07 1.00 1 1034 0 0 0 0 13
RFA_00715 0.35 0.21 0.60 3 941 2 0 2 0 11
RFA_00716 0.26 0.14 0.50 2 942 2 0 2 0 12
RFA_00717 0.62 0.50 0.78 7 894 2 0 2 0 7
RFA_00730 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00731 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00733 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00734 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00736 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00737 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00745 0.91 0.83 1.00 10 936 2 0 0 2 2
RFA_00749 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00758 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00762 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00763 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00764 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00765 0.91 0.83 1.00 10 893 2 0 0 2 2
RFA_00767 0.67 0.50 0.90 9 1881 1 0 1 0 9
RFA_00768 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00769 0.64 0.50 0.82 9 1942 2 1 1 0 9
RFA_00770 0.68 0.56 0.83 10 2004 2 0 2 0 8
RFA_00773 0.64 0.50 0.82 9 1942 2 1 1 0 9
RFA_00779 0.65 0.56 0.77 10 1940 3 0 3 0 8
RFA_00781 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00786 0.73 0.75 0.71 24 5016 10 2 8 0 8
RFA_00791 0.64 0.66 0.64 21 5118 12 2 10 0 11
RFA_00792 0.92 0.94 0.91 30 5017 3 2 1 0 2
RFA_00801 0.40 0.41 0.39 13 5017 20 2 18 0 19
RFA_00808 -0.01 0.00 0.00 0 2001 17 2 13 2 16
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
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

^top


Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.