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 MXScarna(seed) - scored higher in this pairwise comparison

  4. Performance of Murlet(20) - scored lower in this pairwise comparison

  5. Compile and download dataset for MXScarna(seed) & Murlet(20) [.zip] - may take several seconds...


Overview

Metric MXScarna(seed) Murlet(20)
MCC 0.661 > 0.533
Average MCC ± 95% Confidence Intervals 0.662 ± 0.026 > 0.534 ± 0.025
Sensitivity 0.553 > 0.389
Positive Predictive Value 0.793 > 0.732
Total TP 6252 > 4397
Total TN 6435078 < 6436955
Total FP 2051 > 1732
Total FP CONTRA 257 > 147
Total FP INCONS 1376 < 1464
Total FP COMP 418 > 121
Total FN 5063 < 6918
P-value 3.56938820447e-08

^top




Performance plots


  1. Comparison of performance of MXScarna(seed) and Murlet(20). 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 MXScarna(seed) and Murlet(20)).

  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 MXScarna(seed) and Murlet(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for MXScarna(seed) and Murlet(20). 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 MXScarna(seed) and Murlet(20)).

^top





Performance of MXScarna(seed) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 6252
Total TN 6435078
Total FP 2051
Total FP CONTRA 257
Total FP INCONS 1376
Total FP COMP 418
Total FN 5063
Total Scores
MCC 0.661
Average MCC ± 95% Confidence Intervals 0.662 ± 0.026
Sensitivity 0.553
Positive Predictive Value 0.793
Nr of predictions 106

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.52 0.41 0.65 40 47833 24 4 18 2 57
ASE_00007 0.82 0.75 0.90 83 59593 12 4 5 3 27
ASE_00018 0.77 0.64 0.91 86 80507 11 2 6 3 48
ASE_00022 0.66 0.58 0.75 72 82932 31 5 19 7 52
ASE_00028 0.69 0.60 0.78 76 84569 29 5 16 8 50
ASE_00035 0.75 0.66 0.86 78 70409 18 3 10 5 40
ASE_00040 0.69 0.59 0.80 78 78906 22 4 15 3 55
ASE_00064 0.82 0.71 0.94 63 45384 7 1 3 3 26
ASE_00068 0.67 0.52 0.88 44 37625 8 1 5 2 41
ASE_00075 0.49 0.35 0.69 56 108730 31 3 22 6 106
ASE_00077 0.77 0.70 0.85 60 45079 14 4 7 3 26
ASE_00078 0.79 0.72 0.87 60 43002 13 2 7 4 23
ASE_00080 0.37 0.30 0.47 37 71552 44 6 36 2 86
ASE_00081 0.76 0.67 0.87 65 49695 13 2 8 3 32
ASE_00082 0.35 0.24 0.50 28 70444 31 1 27 3 88
ASE_00083 0.71 0.56 0.89 62 62411 11 1 7 3 48
ASE_00084 0.71 0.59 0.85 58 53560 14 1 9 4 41
ASE_00087 0.31 0.21 0.46 30 88345 36 0 35 1 114
ASE_00092 0.56 0.43 0.73 49 63479 21 2 16 3 64
ASE_00104 0.82 0.73 0.93 87 64167 10 2 5 3 32
ASE_00107 0.78 0.68 0.91 86 73058 12 2 7 3 41
ASE_00115 0.54 0.43 0.68 43 54552 23 1 19 3 58
ASE_00119 0.30 0.24 0.38 26 62767 43 2 40 1 82
ASE_00123 0.67 0.53 0.85 45 38450 10 2 6 2 40
ASE_00135 0.40 0.32 0.51 35 63121 35 4 30 1 74
ASE_00138 0.73 0.63 0.85 51 40410 13 3 6 4 30
ASE_00142 0.79 0.70 0.89 86 67064 14 3 8 3 36
ASE_00146 0.78 0.66 0.92 82 70787 10 2 5 3 42
ASE_00153 0.60 0.48 0.76 35 57584 26 0 11 15 38
ASE_00163 0.79 0.70 0.89 65 53228 11 2 6 3 28
ASE_00170 0.71 0.62 0.82 58 48757 16 2 11 3 35
ASE_00174 0.54 0.42 0.69 46 61008 24 3 18 3 63
ASE_00179 0.57 0.49 0.66 41 44191 24 4 17 3 43
ASE_00180 0.72 0.61 0.85 61 51288 14 2 9 3 39
ASE_00182 0.35 0.24 0.51 33 84190 33 3 29 1 103
ASE_00184 0.69 0.55 0.86 56 54550 12 0 9 3 46
ASE_00185 0.23 0.16 0.32 21 73470 46 8 37 1 107
ASE_00186 0.72 0.62 0.84 82 78905 21 2 14 5 50
ASE_00190 0.53 0.42 0.67 38 45394 23 5 14 4 52
ASE_00212 0.67 0.54 0.82 80 93864 20 2 15 3 68
ASE_00214 0.74 0.63 0.87 65 56205 13 2 8 3 38
ASE_00215 0.38 0.26 0.54 26 48468 23 2 20 1 73
ASE_00217 0.81 0.71 0.93 64 40401 8 2 3 3 26
ASE_00221 0.78 0.69 0.89 81 64529 13 2 8 3 36
ASE_00228 0.62 0.51 0.76 44 46913 18 2 12 4 42
ASE_00229 0.72 0.62 0.84 54 42422 13 1 9 3 33
ASE_00238 0.54 0.39 0.76 44 64203 17 3 11 3 70
ASE_00241 0.80 0.72 0.89 63 43885 11 2 6 3 24
ASE_00248 0.81 0.72 0.92 82 62392 11 2 5 4 32
ASE_00255 0.61 0.50 0.74 65 74603 26 5 18 3 65
ASE_00257 0.72 0.58 0.90 56 50978 9 4 2 3 41
ASE_00267 0.75 0.65 0.86 57 45084 12 2 7 3 31
ASE_00270 0.39 0.27 0.56 35 72328 32 0 27 5 93
ASE_00279 0.78 0.65 0.93 66 53230 8 2 3 3 35
ASE_00280 0.73 0.62 0.85 61 51931 14 1 10 3 37
ASE_00281 0.79 0.68 0.91 60 44485 9 2 4 3 28
ASE_00283 0.68 0.56 0.82 60 61703 16 2 11 3 47
ASE_00285 0.51 0.40 0.64 49 68930 30 2 25 3 73
ASE_00292 0.77 0.65 0.92 90 81712 11 3 5 3 48
ASE_00294 0.67 0.51 0.87 88 114380 16 2 11 3 83
ASE_00297 0.62 0.50 0.77 49 52911 18 0 15 3 49
ASE_00298 0.55 0.42 0.72 47 67463 21 4 14 3 66
ASE_00318 0.63 0.54 0.74 64 80113 37 6 17 14 54
ASE_00328 0.73 0.66 0.80 74 72679 31 5 13 13 38
ASE_00332 0.74 0.63 0.88 87 81711 15 2 10 3 51
ASE_00335 0.72 0.66 0.78 76 75369 33 6 15 12 40
ASE_00340 0.51 0.45 0.59 38 45992 31 3 23 5 47
ASE_00353 0.69 0.56 0.86 60 57900 13 1 9 3 47
ASE_00361 0.66 0.46 0.94 59 75403 7 1 3 3 68
ASE_00362 0.76 0.66 0.88 60 48137 12 2 6 4 31
ASE_00363 0.77 0.63 0.94 59 51297 7 1 3 3 35
ASE_00364 0.70 0.57 0.87 60 54216 12 1 8 3 45
ASE_00366 0.58 0.48 0.70 47 58586 23 6 14 3 51
ASE_00367 0.79 0.71 0.88 61 43002 11 2 6 3 25
ASE_00372 0.57 0.45 0.71 45 51940 21 2 16 3 55
ASE_00376 0.65 0.55 0.76 58 56877 21 2 16 3 47
ASE_00382 0.79 0.71 0.88 60 41837 11 2 6 3 24
ASE_00384 0.72 0.61 0.85 56 48450 13 1 9 3 36
ASE_00386 0.75 0.61 0.92 59 50339 8 1 4 3 37
ASE_00387 0.60 0.50 0.71 52 55872 25 2 19 4 52
ASE_00388 0.74 0.64 0.85 57 45686 14 2 8 4 32
ASE_00390 0.78 0.68 0.89 58 42130 10 2 5 3 27
ASE_00393 0.68 0.57 0.82 53 47830 15 1 11 3 40
ASE_00394 0.73 0.62 0.87 58 46904 12 1 8 3 35
ASE_00395 0.82 0.71 0.94 60 41552 7 1 3 3 24
ASE_00396 0.75 0.66 0.85 55 41551 12 2 8 2 28
ASE_00397 0.74 0.61 0.90 64 54544 10 2 5 3 41
ASE_00398 0.65 0.52 0.82 54 55879 15 0 12 3 50
ASE_00400 0.45 0.37 0.56 39 57900 33 2 29 2 67
ASE_00402 0.83 0.74 0.94 63 42419 7 1 3 3 22
ASE_00404 0.78 0.67 0.90 57 43008 10 2 4 4 28
ASE_00406 0.79 0.68 0.93 64 48759 8 2 3 3 30
ASE_00411 0.59 0.48 0.72 43 49395 20 2 15 3 46
ASE_00412 0.55 0.42 0.72 44 58250 20 1 16 3 61
ASE_00416 0.69 0.60 0.80 76 77326 23 3 16 4 51
ASE_00419 0.59 0.49 0.72 50 54877 20 3 16 1 53
ASE_00422 0.58 0.49 0.69 46 46904 24 3 18 3 48
ASE_00423 0.81 0.72 0.90 79 56865 13 3 6 4 30
ASE_00428 0.69 0.60 0.80 75 76542 22 5 14 3 50
ASE_00430 0.55 0.45 0.68 44 46906 24 1 20 3 53
ASE_00437 0.58 0.50 0.69 67 79304 33 2 28 3 68
ASE_00448 0.80 0.72 0.88 81 64169 14 2 9 3 31
ASE_00451 0.77 0.66 0.88 83 70782 14 2 9 3 42
RFA_00599 0.54 0.51 0.57 57 101375 62 5 38 19 54
RFA_00601 0.74 0.73 0.75 83 99124 49 4 24 21 31
RFA_00602 0.69 0.68 0.69 79 101361 50 5 30 15 37

^top



Performance of Murlet(20) - scored lower in this pairwise comparison

1. Total counts & total scores for Murlet(20)

Total Base Pair Counts
Total TP 4397
Total TN 6436955
Total FP 1732
Total FP CONTRA 147
Total FP INCONS 1464
Total FP COMP 121
Total FN 6918
Total Scores
MCC 0.533
Average MCC ± 95% Confidence Intervals 0.534 ± 0.025
Sensitivity 0.389
Positive Predictive Value 0.732
Nr of predictions 106

^top



2. Individual counts for Murlet(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.46 0.34 0.61 33 47841 21 1 20 0 64
ASE_00007 0.71 0.57 0.89 63 59614 8 2 6 0 47
ASE_00018 0.61 0.45 0.82 60 80528 13 3 10 0 74
ASE_00022 0.67 0.50 0.89 62 82958 15 0 8 7 62
ASE_00028 0.56 0.40 0.77 51 84600 15 5 10 0 75
ASE_00035 0.62 0.49 0.79 58 70427 17 4 11 2 60
ASE_00040 0.62 0.43 0.90 57 78940 6 0 6 0 76
ASE_00064 0.55 0.39 0.76 35 45405 14 3 8 3 54
ASE_00068 0.62 0.42 0.90 36 37635 4 3 1 0 49
ASE_00075 0.51 0.34 0.76 55 108739 19 1 16 2 107
ASE_00077 0.48 0.35 0.67 30 45105 18 0 15 3 56
ASE_00078 0.64 0.53 0.79 44 43015 12 3 9 0 39
ASE_00080 0.31 0.21 0.46 26 71574 31 3 28 0 97
ASE_00081 0.73 0.58 0.93 56 49710 5 0 4 1 41
ASE_00082 0.27 0.20 0.37 23 70438 42 2 37 3 93
ASE_00083 0.54 0.39 0.75 43 62424 14 2 12 0 67
ASE_00084 0.53 0.36 0.77 36 53581 12 0 11 1 63
ASE_00087 0.35 0.21 0.58 30 88358 22 0 22 0 114
ASE_00092 0.58 0.40 0.85 45 63493 10 0 8 2 68
ASE_00104 0.51 0.38 0.69 45 64196 20 1 19 0 74
ASE_00107 0.64 0.48 0.86 61 73082 13 2 8 3 66
ASE_00115 0.46 0.30 0.71 30 54573 12 1 11 0 71
ASE_00119 0.11 0.08 0.16 9 62779 48 2 45 1 99
ASE_00123 0.55 0.40 0.76 34 38458 11 0 11 0 51
ASE_00135 0.34 0.24 0.49 26 63137 29 3 24 2 83
ASE_00138 0.60 0.47 0.76 38 40420 13 0 12 1 43
ASE_00142 0.52 0.40 0.68 49 67089 23 1 22 0 73
ASE_00146 0.70 0.56 0.87 69 70797 13 0 10 3 55
ASE_00153 0.34 0.23 0.50 17 57596 26 3 14 9 56
ASE_00163 0.47 0.32 0.70 30 53258 13 0 13 0 63
ASE_00170 0.52 0.37 0.74 34 48782 12 0 12 0 59
ASE_00174 0.30 0.23 0.39 25 61011 43 2 37 4 84
ASE_00179 0.49 0.40 0.61 34 44197 22 0 22 0 50
ASE_00180 0.70 0.55 0.90 55 51299 6 2 4 0 45
ASE_00182 0.24 0.15 0.41 20 84206 31 1 28 2 116
ASE_00184 0.58 0.42 0.80 43 54561 11 2 9 0 59
ASE_00185 0.28 0.16 0.48 21 73492 23 0 23 0 107
ASE_00186 0.61 0.45 0.84 59 78933 11 1 10 0 73
ASE_00190 0.38 0.22 0.67 20 45421 12 0 10 2 70
ASE_00212 0.55 0.39 0.78 58 93887 16 1 15 0 90
ASE_00214 0.40 0.27 0.58 28 56232 21 1 19 1 75
ASE_00215 0.46 0.31 0.69 31 48471 14 4 10 0 68
ASE_00217 0.66 0.50 0.87 45 40418 7 1 6 0 45
ASE_00221 0.58 0.44 0.78 51 64555 14 0 14 0 66
ASE_00228 0.53 0.44 0.63 38 46911 23 1 21 1 48
ASE_00229 0.61 0.48 0.76 42 42431 13 3 10 0 45
ASE_00238 0.45 0.30 0.68 34 64211 16 2 14 0 80
ASE_00241 0.66 0.55 0.79 48 43895 16 2 11 3 39
ASE_00248 0.76 0.63 0.91 72 62402 7 0 7 0 42
ASE_00255 0.53 0.39 0.72 51 74620 21 1 19 1 79
ASE_00257 0.55 0.43 0.69 42 50979 19 0 19 0 55
ASE_00267 0.76 0.61 0.95 54 45093 4 2 1 1 34
ASE_00270 0.21 0.14 0.32 18 72333 41 0 39 2 110
ASE_00279 0.63 0.48 0.84 48 53244 9 1 8 0 53
ASE_00280 0.67 0.54 0.84 53 51940 10 3 7 0 45
ASE_00281 0.74 0.60 0.91 53 44493 5 0 5 0 35
ASE_00283 0.55 0.41 0.73 44 61716 16 0 16 0 63
ASE_00285 0.45 0.33 0.62 40 68941 25 1 24 0 82
ASE_00292 0.52 0.36 0.74 50 81742 18 1 17 0 88
ASE_00294 0.55 0.37 0.83 63 114405 14 4 9 1 108
ASE_00297 0.59 0.41 0.85 40 52928 10 0 7 3 58
ASE_00298 0.22 0.15 0.32 17 67475 36 4 32 0 96
ASE_00318 0.66 0.49 0.89 58 80135 16 2 5 9 60
ASE_00328 0.59 0.48 0.72 54 72696 27 5 16 6 58
ASE_00332 0.63 0.47 0.83 65 81732 13 2 11 0 73
ASE_00335 0.60 0.48 0.76 56 75392 19 5 13 1 60
ASE_00340 0.45 0.34 0.60 29 46008 22 3 16 3 56
ASE_00353 0.50 0.35 0.71 37 57918 15 0 15 0 70
ASE_00361 0.57 0.39 0.82 50 75405 11 1 10 0 77
ASE_00362 0.56 0.38 0.81 35 48162 12 0 8 4 56
ASE_00363 0.61 0.44 0.85 41 51312 7 0 7 0 53
ASE_00364 0.58 0.38 0.89 40 54240 5 0 5 0 65
ASE_00366 0.49 0.36 0.67 35 58601 19 0 17 2 63
ASE_00367 0.71 0.57 0.89 49 43016 6 2 4 0 37
ASE_00372 0.40 0.31 0.53 31 51944 28 3 25 0 69
ASE_00376 0.57 0.40 0.82 42 56902 9 2 7 0 63
ASE_00382 0.65 0.51 0.83 43 41853 9 2 7 0 41
ASE_00384 0.59 0.43 0.80 40 48466 10 2 8 0 52
ASE_00386 0.54 0.36 0.80 35 50359 9 1 8 0 61
ASE_00387 0.64 0.45 0.90 47 55893 5 0 5 0 57
ASE_00388 0.53 0.38 0.72 34 45706 16 1 12 3 55
ASE_00390 0.77 0.64 0.93 54 42137 6 1 3 2 31
ASE_00393 0.55 0.41 0.73 38 47843 15 3 11 1 55
ASE_00394 0.56 0.41 0.78 38 46922 11 1 10 0 55
ASE_00395 0.68 0.51 0.90 43 41568 5 0 5 0 41
ASE_00396 0.62 0.47 0.81 39 41568 9 0 9 0 44
ASE_00397 0.63 0.45 0.89 47 54562 9 1 5 3 58
ASE_00398 0.49 0.32 0.75 33 55901 12 0 11 1 71
ASE_00400 0.47 0.36 0.61 38 57908 25 3 21 1 68
ASE_00402 0.55 0.35 0.86 30 42451 5 2 3 0 55
ASE_00404 0.72 0.55 0.94 47 43021 4 0 3 1 38
ASE_00406 0.60 0.44 0.84 41 48779 8 0 8 0 53
ASE_00411 0.59 0.39 0.88 35 49415 5 0 5 0 54
ASE_00412 0.51 0.32 0.79 34 58268 11 0 9 2 71
ASE_00416 0.45 0.33 0.62 42 77353 26 1 25 0 85
ASE_00419 0.49 0.33 0.74 34 54900 12 2 10 0 69
ASE_00422 0.50 0.35 0.70 33 46924 14 0 14 0 61
ASE_00423 0.65 0.53 0.79 58 56880 15 0 15 0 51
ASE_00428 0.47 0.34 0.67 42 76573 21 4 17 0 83
ASE_00430 0.50 0.37 0.68 36 46918 17 0 17 0 61
ASE_00437 0.42 0.32 0.56 43 79324 34 3 31 0 92
ASE_00448 0.63 0.49 0.82 55 64194 12 3 9 0 57
ASE_00451 0.56 0.41 0.76 51 70809 16 1 15 0 74
RFA_00599 0.44 0.34 0.58 38 101409 33 1 27 5 73
RFA_00601 0.31 0.23 0.42 26 99173 43 3 33 7 88
RFA_00602 0.24 0.16 0.35 19 101421 41 2 33 6 97

^top


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