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

  1. Overview

  2. Performance Plots

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

  4. Performance of RNAsubopt - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(seed) RNAsubopt
MCC 0.693 > 0.533
Average MCC ± 95% Confidence Intervals 0.691 ± 0.015 > 0.529 ± 0.018
Sensitivity 0.523 < 0.531
Positive Predictive Value 0.920 > 0.538
Total TP 14948 < 15173
Total TN 16868559 > 16856592
Total FP 1616 < 14823
Total FP CONTRA 175 < 1776
Total FP INCONS 1127 < 11268
Total FP COMP 314 < 1779
Total FN 13639 > 13414
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidAlifold(seed) and RNAsubopt. 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 CentroidAlifold(seed) and RNAsubopt).

  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 CentroidAlifold(seed) and RNAsubopt).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(seed) and RNAsubopt. 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 CentroidAlifold(seed) and RNAsubopt).

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

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

Total Base Pair Counts
Total TP 14948
Total TN 16868559
Total FP 1616
Total FP CONTRA 175
Total FP INCONS 1127
Total FP COMP 314
Total FN 13639
Total Scores
MCC 0.693
Average MCC ± 95% Confidence Intervals 0.691 ± 0.015
Sensitivity 0.523
Positive Predictive Value 0.920
Nr of predictions 273

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.81 0.65 1.00 49 34142 0 0 0 0 26
ASE_00002 0.82 0.67 1.00 49 35462 0 0 0 0 24
ASE_00004 0.61 0.45 0.83 44 47842 9 0 9 0 53
ASE_00005 0.75 0.57 0.97 67 57901 2 0 2 0 50
ASE_00006 0.58 0.44 0.76 41 47532 13 0 13 0 52
ASE_00007 0.83 0.71 0.98 78 59605 2 0 2 0 32
ASE_00009 0.79 0.67 0.94 45 26058 3 0 3 0 22
ASE_00012 0.75 0.59 0.95 73 73843 7 1 3 3 50
ASE_00014 0.74 0.58 0.95 61 54221 3 0 3 0 45
ASE_00017 0.79 0.69 0.90 44 50991 5 1 4 0 20
ASE_00018 0.78 0.60 1.00 81 80520 0 0 0 0 53
ASE_00020 0.63 0.43 0.93 54 73862 4 3 1 0 72
ASE_00021 0.63 0.44 0.90 71 104117 11 2 6 3 89
ASE_00022 0.80 0.65 1.00 80 82948 5 0 0 5 44
ASE_00023 0.47 0.35 0.63 45 84184 28 8 18 2 82
ASE_00025 0.69 0.58 0.84 41 78557 8 1 7 0 30
ASE_00026 0.80 0.67 0.96 74 59608 4 0 3 1 36
ASE_00028 0.80 0.64 1.00 81 84585 3 0 0 3 45
ASE_00029 0.45 0.34 0.61 41 82961 30 4 22 4 81
ASE_00030 0.66 0.49 0.90 71 85412 8 0 8 0 74
ASE_00031 0.51 0.37 0.72 46 86672 18 0 18 0 80
ASE_00032 0.38 0.27 0.54 32 80141 30 1 26 3 86
ASE_00033 0.80 0.65 0.99 79 64900 3 1 0 2 42
ASE_00035 0.77 0.64 0.94 75 70420 8 0 5 3 43
ASE_00036 0.75 0.58 0.99 76 75778 1 1 0 0 56
ASE_00037 0.84 0.71 1.00 78 59262 1 0 0 1 32
ASE_00038 0.74 0.54 1.00 55 53573 0 0 0 0 46
ASE_00040 0.77 0.59 1.00 79 78924 2 0 0 2 54
ASE_00041 0.77 0.64 0.92 69 57555 6 0 6 0 39
ASE_00042 0.65 0.49 0.87 71 90018 11 0 11 0 74
ASE_00044 0.83 0.70 1.00 73 54542 0 0 0 0 32
ASE_00046 0.73 0.62 0.86 64 50329 10 0 10 0 39
ASE_00047 0.70 0.52 0.93 68 74232 5 0 5 0 62
ASE_00052 0.75 0.63 0.91 70 61348 8 0 7 1 42
ASE_00053 0.71 0.54 0.92 72 79323 6 3 3 0 61
ASE_00057 0.73 0.57 0.93 77 82132 6 2 4 0 57
ASE_00064 0.77 0.60 1.00 53 45398 0 0 0 0 36
ASE_00066 0.75 0.56 1.00 73 72317 1 0 0 1 57
ASE_00068 0.54 0.38 0.78 32 37634 9 0 9 0 53
ASE_00069 0.75 0.57 0.98 80 82946 3 0 2 1 60
ASE_00074 0.83 0.69 1.00 82 67814 1 0 0 1 37
ASE_00075 0.64 0.44 0.92 71 108734 11 1 5 5 91
ASE_00076 0.69 0.48 1.00 57 68208 0 0 0 0 61
ASE_00077 0.79 0.64 0.96 55 45093 2 1 1 0 31
ASE_00078 0.83 0.69 1.00 57 43014 0 0 0 0 26
ASE_00079 0.63 0.47 0.84 47 55555 9 0 9 0 53
ASE_00080 0.45 0.30 0.66 37 71575 19 1 18 0 86
ASE_00081 0.77 0.59 1.00 57 49713 0 0 0 0 40
ASE_00082 0.66 0.43 1.00 50 70450 6 0 0 6 66
ASE_00083 0.72 0.52 1.00 57 62424 0 0 0 0 53
ASE_00084 0.75 0.57 0.98 56 53571 1 1 0 0 43
ASE_00087 0.60 0.38 0.95 54 88353 3 0 3 0 90
ASE_00090 0.75 0.56 1.00 57 55554 0 0 0 0 44
ASE_00092 0.70 0.50 0.98 56 63489 1 1 0 0 57
ASE_00096 0.63 0.44 0.89 51 63489 6 0 6 0 64
ASE_00099 0.82 0.67 1.00 80 64540 0 0 0 0 40
ASE_00100 0.72 0.58 0.90 44 82166 5 1 4 0 32
ASE_00102 0.57 0.40 0.81 66 117774 15 1 14 0 100
ASE_00104 0.81 0.67 0.99 80 64180 1 0 1 0 39
ASE_00105 0.55 0.40 0.76 44 64203 14 4 10 0 67
ASE_00107 0.78 0.63 0.96 80 73070 3 0 3 0 47
ASE_00108 0.79 0.70 0.90 44 46922 5 1 4 0 19
ASE_00111 0.83 0.74 0.93 42 50041 3 1 2 0 15
ASE_00112 0.50 0.34 0.71 40 75410 16 0 16 0 76
ASE_00115 0.74 0.54 1.00 55 54560 0 0 0 0 46
ASE_00116 0.86 0.76 0.98 50 31575 1 0 1 0 16
ASE_00118 0.68 0.49 0.94 50 60673 4 1 2 1 52
ASE_00119 0.66 0.44 0.98 48 62786 1 1 0 0 60
ASE_00120 0.79 0.64 0.98 60 46910 2 0 1 1 34
ASE_00121 0.81 0.66 0.98 61 45088 1 0 1 0 31
ASE_00122 0.80 0.64 1.00 56 43309 1 0 0 1 32
ASE_00123 0.68 0.48 0.95 41 38460 2 0 2 0 44
ASE_00125 0.67 0.47 0.95 41 39297 2 0 2 0 47
ASE_00128 0.73 0.54 1.00 54 53247 0 0 0 0 46
ASE_00129 0.71 0.50 1.00 56 62779 0 0 0 0 55
ASE_00131 0.65 0.44 0.97 37 39302 1 1 0 0 48
ASE_00132 0.76 0.59 0.98 56 50346 1 1 0 0 39
ASE_00134 0.69 0.54 0.89 51 50346 6 0 6 0 44
ASE_00135 0.53 0.39 0.74 42 63133 15 0 15 0 67
ASE_00136 0.75 0.59 0.95 54 48148 3 0 3 0 38
ASE_00137 0.70 0.53 0.93 52 48460 4 0 4 0 46
ASE_00138 0.79 0.63 1.00 51 40419 0 0 0 0 30
ASE_00139 0.73 0.54 1.00 56 54229 0 0 0 0 48
ASE_00140 0.64 0.43 0.95 54 70819 3 3 0 0 71
ASE_00142 0.77 0.61 0.97 75 67084 4 0 2 2 47
ASE_00145 0.77 0.59 1.00 66 70059 0 0 0 0 45
ASE_00146 0.78 0.62 0.97 77 70797 2 0 2 0 47
ASE_00148 0.62 0.41 0.95 63 112509 3 0 3 0 91
ASE_00151 0.80 0.70 0.92 69 51928 6 5 1 0 29
ASE_00153 0.67 0.53 0.85 39 57584 7 1 6 0 34
ASE_00154 0.75 0.59 0.95 63 65275 3 0 3 0 44
ASE_00155 0.68 0.46 1.00 66 93462 0 0 0 0 76
ASE_00163 0.77 0.59 1.00 55 53246 0 0 0 0 38
ASE_00165 0.69 0.50 0.94 51 52921 4 1 2 1 50
ASE_00168 0.79 0.69 0.90 44 60677 5 1 4 0 20
ASE_00169 0.65 0.48 0.88 51 57233 7 1 6 0 56
ASE_00170 0.78 0.60 1.00 56 48772 0 0 0 0 37
ASE_00171 0.76 0.59 1.00 55 48461 1 0 0 1 39
ASE_00172 0.72 0.53 0.98 56 58939 1 1 0 0 50
ASE_00174 0.60 0.43 0.82 47 61018 10 1 9 0 62
ASE_00175 0.71 0.51 0.98 55 59975 1 1 0 0 52
ASE_00176 0.71 0.50 1.00 55 59976 0 0 0 0 55
ASE_00179 0.79 0.63 0.98 53 44199 2 0 1 1 31
ASE_00180 0.73 0.54 0.98 54 51305 1 1 0 0 46
ASE_00181 0.71 0.52 0.96 55 57573 3 2 0 1 51
ASE_00182 0.61 0.40 0.95 54 84198 3 0 3 0 82
ASE_00184 0.75 0.56 1.00 57 54558 0 0 0 0 45
ASE_00185 0.64 0.41 0.98 53 73482 1 1 0 0 75
ASE_00186 0.66 0.51 0.86 67 78925 14 0 11 3 65
ASE_00187 0.69 0.51 0.92 59 68571 5 1 4 0 56
ASE_00189 0.76 0.62 0.94 63 63123 8 0 4 4 39
ASE_00190 0.74 0.54 1.00 49 45402 3 0 0 3 41
ASE_00192 0.51 0.35 0.75 47 84603 20 0 16 4 86
ASE_00194 0.72 0.53 0.97 63 73471 7 0 2 5 56
ASE_00196 0.82 0.69 0.96 52 31572 2 0 2 0 23
ASE_00197 0.63 0.46 0.86 67 89175 12 0 11 1 78
ASE_00203 0.72 0.55 0.93 53 46608 4 2 2 0 43
ASE_00204 0.73 0.55 0.97 62 67832 7 1 1 5 50
ASE_00205 0.82 0.67 1.00 60 45996 1 0 0 1 30
ASE_00209 0.83 0.69 0.98 61 43009 1 0 1 0 27
ASE_00210 0.74 0.65 0.86 42 27212 9 0 7 2 23
ASE_00212 0.63 0.45 0.89 66 93887 9 0 8 1 82
ASE_00213 0.83 0.71 0.98 47 27213 3 0 1 2 19
ASE_00214 0.73 0.54 0.98 56 56223 2 1 0 1 47
ASE_00215 0.51 0.32 0.82 32 48477 7 0 7 0 67
ASE_00216 0.81 0.66 1.00 54 39286 0 0 0 0 28
ASE_00217 0.82 0.67 1.00 60 40410 1 0 0 1 30
ASE_00221 0.83 0.70 0.99 82 64537 1 0 1 0 35
ASE_00222 0.65 0.42 1.00 66 112035 0 0 0 0 91
ASE_00227 0.57 0.43 0.76 57 78928 18 0 18 0 76
ASE_00228 0.72 0.57 0.91 49 46917 6 3 2 1 37
ASE_00229 0.78 0.61 1.00 53 42433 2 0 0 2 34
ASE_00231 0.59 0.45 0.78 43 47840 12 0 12 0 53
ASE_00232 0.81 0.65 1.00 55 38448 0 0 0 0 29
ASE_00234 0.64 0.43 0.95 55 75408 3 3 0 0 74
ASE_00237 0.83 0.73 0.93 41 45709 3 1 2 0 15
ASE_00238 0.61 0.44 0.86 50 64203 8 2 6 0 64
ASE_00240 0.62 0.48 0.79 45 46608 12 0 12 0 48
ASE_00241 0.79 0.64 0.98 56 43899 1 0 1 0 31
ASE_00242 0.85 0.72 1.00 81 60994 1 0 0 1 31
ASE_00246 0.79 0.67 0.92 45 48156 4 1 3 0 22
ASE_00247 0.79 0.69 0.90 44 54236 5 1 4 0 20
ASE_00248 0.84 0.71 1.00 81 62400 1 0 0 1 33
ASE_00250 0.72 0.56 0.91 74 78922 8 1 6 1 57
ASE_00252 0.63 0.43 0.92 72 115362 10 2 4 4 96
ASE_00254 0.81 0.66 1.00 54 36802 0 0 0 0 28
ASE_00255 0.64 0.51 0.80 66 74609 16 0 16 0 64
ASE_00257 0.68 0.52 0.91 50 50985 5 1 4 0 47
ASE_00263 0.68 0.47 0.98 56 70443 1 1 0 0 64
ASE_00264 0.58 0.40 0.85 40 49094 8 0 7 1 60
ASE_00267 0.80 0.64 1.00 56 45094 0 0 0 0 32
ASE_00270 0.55 0.34 0.90 43 72342 6 0 5 1 85
ASE_00274 0.71 0.53 0.95 55 55553 3 3 0 0 48
ASE_00277 0.73 0.57 0.93 52 48149 4 3 1 0 39
ASE_00279 0.73 0.54 0.98 55 53245 1 0 1 0 46
ASE_00280 0.74 0.57 0.97 56 51945 2 1 1 0 42
ASE_00281 0.78 0.63 0.98 55 44495 1 0 1 0 33
ASE_00282 0.66 0.45 0.98 57 77757 1 1 0 0 70
ASE_00283 0.72 0.52 0.98 56 61719 1 0 1 0 51
ASE_00284 0.72 0.53 0.98 57 58253 1 1 0 0 51
ASE_00285 0.68 0.47 1.00 57 68949 0 0 0 0 65
ASE_00286 0.78 0.61 1.00 56 46609 0 0 0 0 36
ASE_00287 0.67 0.50 0.89 51 54889 6 0 6 0 52
ASE_00288 0.75 0.58 0.96 54 46000 2 2 0 0 39
ASE_00289 0.66 0.46 0.95 73 100948 4 0 4 0 84
ASE_00292 0.76 0.58 1.00 80 81730 1 0 0 1 58
ASE_00294 0.68 0.47 0.98 81 114398 2 0 2 0 90
ASE_00295 0.77 0.59 1.00 77 73843 0 0 0 0 54
ASE_00296 0.73 0.54 0.98 79 91725 3 0 2 1 66
ASE_00297 0.61 0.45 0.83 44 52922 9 2 7 0 54
ASE_00298 0.70 0.50 0.98 56 67471 1 1 0 0 57
ASE_00299 0.55 0.44 0.70 44 49392 19 0 19 0 56
ASE_00313 0.50 0.34 0.75 30 62441 14 2 8 4 59
ASE_00316 0.46 0.27 0.79 26 107847 8 0 7 1 72
ASE_00318 0.79 0.62 1.00 73 80127 6 0 0 6 45
ASE_00327 0.61 0.43 0.86 38 57247 11 0 6 5 51
ASE_00328 0.83 0.70 1.00 78 72693 5 0 0 5 34
ASE_00330 0.66 0.48 0.91 43 56233 5 0 4 1 47
ASE_00332 0.78 0.60 1.00 83 81727 0 0 0 0 55
ASE_00335 0.81 0.66 1.00 77 75389 7 0 0 7 39
ASE_00337 0.57 0.44 0.76 31 39299 18 0 10 8 40
ASE_00338 0.51 0.33 0.80 32 66390 8 0 8 0 66
ASE_00339 0.58 0.46 0.72 55 80124 22 7 14 1 64
ASE_00340 0.73 0.56 0.94 48 46005 7 0 3 4 37
ASE_00342 0.84 0.71 1.00 82 62399 0 0 0 0 33
ASE_00343 0.37 0.27 0.51 31 83375 32 2 28 2 82
ASE_00346 0.61 0.49 0.75 48 48141 16 0 16 0 49
ASE_00353 0.72 0.52 0.98 56 57913 2 1 0 1 51
ASE_00359 0.77 0.61 0.98 49 42728 2 0 1 1 31
ASE_00360 0.87 0.77 0.98 50 29352 1 0 1 0 15
ASE_00361 0.65 0.43 0.98 55 75410 1 1 0 0 72
ASE_00362 0.78 0.62 1.00 56 48149 1 0 0 1 35
ASE_00363 0.70 0.54 0.89 51 51303 6 0 6 0 43
ASE_00364 0.66 0.49 0.89 51 54228 6 1 5 0 54
ASE_00366 0.69 0.53 0.90 52 58595 6 2 4 0 46
ASE_00367 0.81 0.65 1.00 56 43015 1 0 0 1 30
ASE_00369 0.73 0.53 1.00 57 55888 0 0 0 0 50
ASE_00370 0.78 0.62 0.98 52 41852 1 0 1 0 32
ASE_00372 0.73 0.54 0.98 54 51948 1 0 1 0 46
ASE_00374 0.78 0.60 1.00 53 44797 0 0 0 0 35
ASE_00375 0.71 0.51 1.00 56 60322 1 0 0 1 54
ASE_00376 0.68 0.50 0.93 53 56896 4 0 4 0 52
ASE_00377 0.67 0.50 0.91 53 57572 5 1 4 0 54
ASE_00379 0.79 0.63 1.00 56 46000 1 0 0 1 33
ASE_00380 0.75 0.57 1.00 56 54890 0 0 0 0 43
ASE_00382 0.80 0.64 1.00 54 41851 1 0 0 1 30
ASE_00383 0.74 0.54 1.00 57 54558 0 0 0 0 48
ASE_00384 0.78 0.61 1.00 56 48460 0 0 0 0 36
ASE_00385 0.71 0.56 0.90 45 41855 5 0 5 0 36
ASE_00386 0.77 0.59 1.00 57 50346 0 0 0 0 39
ASE_00387 0.63 0.46 0.87 48 55890 7 0 7 0 56
ASE_00388 0.77 0.60 1.00 53 45700 1 0 0 1 36
ASE_00390 0.78 0.62 0.98 53 42141 1 0 1 0 32
ASE_00393 0.71 0.56 0.91 52 47838 5 0 5 0 41
ASE_00394 0.76 0.58 1.00 54 46917 0 0 0 0 39
ASE_00395 0.80 0.64 1.00 54 41562 0 0 0 0 30
ASE_00396 0.81 0.65 1.00 54 41562 0 0 0 0 29
ASE_00397 0.74 0.54 1.00 57 54558 0 0 0 0 48
ASE_00398 0.72 0.52 1.00 54 55891 0 0 0 0 50
ASE_00400 0.72 0.52 1.00 55 57915 1 0 0 1 51
ASE_00401 0.62 0.40 0.96 50 76976 2 1 1 0 76
ASE_00402 0.80 0.65 1.00 55 42431 0 0 0 0 30
ASE_00403 0.73 0.53 1.00 57 55888 0 0 0 0 50
ASE_00404 0.80 0.65 1.00 55 43016 1 0 0 1 30
ASE_00406 0.78 0.61 1.00 57 48771 0 0 0 0 37
ASE_00411 0.67 0.55 0.82 49 49395 11 5 6 0 40
ASE_00412 0.63 0.47 0.84 49 58253 9 2 7 0 56
ASE_00413 0.72 0.57 0.90 46 44500 7 2 3 2 35
ASE_00414 0.58 0.44 0.76 42 46305 13 3 10 0 53
ASE_00415 0.57 0.40 0.80 41 54895 10 0 10 0 62
ASE_00416 0.76 0.61 0.94 78 77338 5 1 4 0 49
ASE_00417 0.80 0.65 0.98 65 54549 1 0 1 0 35
ASE_00418 0.81 0.67 0.98 50 38730 1 0 1 0 25
ASE_00419 0.67 0.50 0.89 51 54889 6 2 4 0 52
ASE_00422 0.74 0.57 0.96 54 46915 3 0 2 1 40
ASE_00423 0.77 0.64 0.93 70 56878 6 0 5 1 39
ASE_00426 0.52 0.41 0.68 44 61010 22 5 16 1 64
ASE_00428 0.77 0.62 0.94 78 76553 5 1 4 0 47
ASE_00430 0.73 0.55 0.98 53 46917 1 0 1 0 44
ASE_00431 0.56 0.44 0.71 42 46301 17 7 10 0 53
ASE_00434 0.74 0.61 0.89 67 68190 14 0 8 6 43
ASE_00437 0.52 0.40 0.67 54 79320 27 0 27 0 81
ASE_00438 0.62 0.42 0.92 49 66013 4 1 3 0 67
ASE_00441 0.65 0.44 0.96 49 64210 3 0 2 1 63
ASE_00447 0.84 0.71 1.00 82 60296 0 0 0 0 34
ASE_00448 0.81 0.69 0.95 77 64180 4 0 4 0 35
ASE_00451 0.79 0.64 0.96 80 70793 3 0 3 0 45
CRW_00013 0.37 0.21 0.65 24 103703 17 1 12 4 91
CRW_00016 0.36 0.20 0.65 24 77384 16 1 12 3 96
CRW_00610 0.51 0.33 0.77 27 36280 11 1 7 3 54
CRW_00613 0.48 0.32 0.71 25 34945 14 0 10 4 53
CRW_00614 0.43 0.30 0.63 17 121744 16 2 8 6 40
CRW_00618 0.41 0.28 0.61 17 56252 12 3 8 1 44
CRW_00633 0.31 0.17 0.58 18 63515 14 2 11 1 88
CRW_00634 0.35 0.20 0.61 19 64589 20 1 11 8 75
CRW_00670 0.49 0.28 0.89 33 70088 8 0 4 4 87
CRW_00671 0.50 0.28 0.89 33 62798 8 0 4 4 84
CRW_00672 0.51 0.30 0.89 33 72353 8 0 4 4 78
CRW_00674 0.29 0.16 0.54 20 83399 20 6 11 3 104
CRW_00676 0.35 0.17 0.69 20 93499 20 0 9 11 95
CRW_00692 0.39 0.22 0.69 20 68606 20 0 9 11 70
PDB_00827 0.58 0.40 0.84 32 26990 6 1 5 0 49
PDB_00919 0.49 0.35 0.69 36 44201 18 0 16 2 67
RFA_00597 0.73 0.64 0.83 70 97819 19 0 14 5 39
RFA_00598 0.72 0.63 0.81 64 84587 26 0 15 11 37
RFA_00599 0.85 0.73 0.99 81 101393 4 0 1 3 30
RFA_00600 0.79 0.68 0.92 68 120221 15 0 6 9 32
RFA_00601 0.82 0.71 0.95 81 99150 9 0 4 5 33
RFA_00602 0.81 0.71 0.93 82 101387 10 0 6 4 34
TMR_00173 0.12 0.07 0.19 3 42179 23 0 13 10 39
TMR_00357 0.37 0.26 0.52 24 82982 24 7 15 2 68
TMR_00601 0.51 0.38 0.70 16 58973 33 2 5 26 26
TMR_00696 0.44 0.30 0.65 34 85026 19 2 16 1 80

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Performance of RNAsubopt - scored lower in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 15173
Total TN 16856592
Total FP 14823
Total FP CONTRA 1776
Total FP INCONS 11268
Total FP COMP 1779
Total FN 13414
Total Scores
MCC 0.533
Average MCC ± 95% Confidence Intervals 0.529 ± 0.018
Sensitivity 0.531
Positive Predictive Value 0.538
Nr of predictions 273

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.74 0.73 0.74 55 34117 26 4 15 7 20
ASE_00002 0.63 0.62 0.64 45 35441 30 4 21 5 28
ASE_00004 0.78 0.78 0.78 76 47798 22 2 19 1 21
ASE_00005 0.55 0.53 0.57 62 57861 51 2 45 4 55
ASE_00006 0.55 0.56 0.54 52 47489 46 5 40 1 41
ASE_00007 0.37 0.37 0.37 41 59575 71 1 68 2 69
ASE_00009 0.71 0.70 0.72 47 26041 21 3 15 3 20
ASE_00012 0.44 0.43 0.44 53 73800 71 10 57 4 70
ASE_00014 0.42 0.43 0.42 46 54175 67 10 54 3 60
ASE_00017 0.30 0.34 0.26 22 50955 83 20 43 20 42
ASE_00018 0.67 0.64 0.70 86 80479 39 1 35 3 48
ASE_00020 0.47 0.47 0.47 59 73795 66 10 56 0 67
ASE_00021 0.56 0.54 0.58 86 104048 66 9 53 4 74
ASE_00022 0.47 0.48 0.47 59 82903 73 6 60 7 65
ASE_00023 0.56 0.57 0.56 72 84127 60 5 51 4 55
ASE_00025 0.24 0.28 0.20 20 78506 124 21 59 44 51
ASE_00026 0.52 0.51 0.53 56 59580 57 1 48 8 54
ASE_00028 0.70 0.67 0.72 85 84548 42 6 27 9 41
ASE_00029 0.36 0.36 0.35 44 82904 82 15 65 2 78
ASE_00030 0.64 0.62 0.66 90 85355 46 5 41 0 55
ASE_00031 0.55 0.55 0.56 69 86612 61 3 52 6 57
ASE_00032 0.60 0.60 0.60 71 80082 55 3 44 8 47
ASE_00033 0.50 0.45 0.54 55 64879 47 3 43 1 66
ASE_00035 0.37 0.36 0.38 42 70389 76 11 58 7 76
ASE_00036 0.46 0.45 0.48 59 75731 68 8 57 3 73
ASE_00037 0.42 0.40 0.45 44 59242 57 1 53 3 66
ASE_00038 0.51 0.50 0.52 51 53529 49 3 45 1 50
ASE_00040 0.36 0.35 0.37 47 78876 88 4 76 8 86
ASE_00041 0.54 0.53 0.56 57 57528 50 2 43 5 51
ASE_00042 0.60 0.57 0.63 83 89968 50 4 45 1 62
ASE_00044 0.69 0.70 0.70 73 54510 36 3 29 4 32
ASE_00046 0.51 0.50 0.53 52 50304 47 3 44 0 51
ASE_00047 0.34 0.32 0.36 42 74188 76 5 70 1 88
ASE_00052 0.50 0.46 0.54 52 61329 49 2 42 5 60
ASE_00053 0.49 0.48 0.51 64 79275 68 7 55 6 69
ASE_00057 0.63 0.62 0.65 83 82087 50 9 36 5 51
ASE_00064 0.36 0.38 0.35 34 45353 68 8 56 4 55
ASE_00066 0.45 0.42 0.49 55 72278 59 2 55 2 75
ASE_00068 0.54 0.52 0.56 44 37597 35 0 34 1 41
ASE_00069 0.67 0.65 0.70 91 82898 46 5 34 7 49
ASE_00074 0.58 0.58 0.58 69 67777 50 6 44 0 50
ASE_00075 0.67 0.62 0.72 101 108670 45 4 36 5 61
ASE_00076 0.54 0.52 0.56 61 68156 48 5 43 0 57
ASE_00077 0.28 0.28 0.28 24 45065 66 8 53 5 62
ASE_00078 0.69 0.69 0.69 57 42988 31 5 21 5 26
ASE_00079 0.53 0.52 0.54 52 55515 44 5 39 0 48
ASE_00080 0.42 0.41 0.44 51 71514 69 8 58 3 72
ASE_00081 0.57 0.55 0.60 53 49681 41 0 36 5 44
ASE_00082 0.45 0.44 0.46 51 70389 70 5 55 10 65
ASE_00083 0.76 0.74 0.78 81 62377 30 2 21 7 29
ASE_00084 0.60 0.60 0.61 59 53532 45 2 35 8 40
ASE_00087 0.54 0.50 0.59 72 88288 58 3 47 8 72
ASE_00090 0.53 0.54 0.51 55 55503 57 4 49 4 46
ASE_00092 0.73 0.73 0.73 82 63433 36 4 27 5 31
ASE_00096 0.57 0.56 0.58 64 63436 47 4 42 1 51
ASE_00099 0.65 0.63 0.67 75 64508 42 2 35 5 45
ASE_00100 0.17 0.18 0.16 14 82128 125 10 63 52 62
ASE_00102 0.40 0.39 0.41 64 117699 95 10 82 3 102
ASE_00104 0.54 0.51 0.58 61 64155 49 3 42 4 58
ASE_00105 0.31 0.31 0.31 34 64151 81 9 67 5 77
ASE_00107 0.66 0.63 0.69 80 73037 39 1 35 3 47
ASE_00108 0.55 0.57 0.52 36 46902 66 6 27 33 27
ASE_00111 0.27 0.33 0.21 19 49997 81 31 39 11 38
ASE_00112 0.61 0.60 0.61 70 75352 50 11 33 6 46
ASE_00115 0.62 0.62 0.62 63 54514 45 4 34 7 38
ASE_00116 0.25 0.26 0.25 17 31557 55 10 42 3 49
ASE_00118 0.55 0.55 0.55 56 60625 52 3 42 7 46
ASE_00119 0.71 0.72 0.70 78 62723 36 4 30 2 30
ASE_00120 0.48 0.49 0.47 46 46874 51 7 44 0 48
ASE_00121 0.31 0.33 0.31 30 45052 70 9 59 2 62
ASE_00122 0.19 0.19 0.19 17 43274 75 2 72 1 71
ASE_00123 0.56 0.54 0.59 46 38425 37 2 30 5 39
ASE_00125 0.63 0.63 0.64 55 39254 36 5 26 5 33
ASE_00128 0.70 0.69 0.70 69 53203 37 3 26 8 31
ASE_00129 0.75 0.74 0.75 82 62726 30 3 24 3 29
ASE_00131 0.56 0.51 0.61 43 39270 37 1 26 10 42
ASE_00132 0.47 0.47 0.47 45 50308 52 6 44 2 50
ASE_00134 0.34 0.34 0.35 32 50311 65 4 56 5 63
ASE_00135 0.45 0.45 0.45 49 63081 66 9 51 6 60
ASE_00136 0.52 0.51 0.54 47 48118 49 1 39 9 45
ASE_00137 0.56 0.55 0.58 54 48423 45 3 36 6 44
ASE_00138 0.56 0.54 0.58 44 40394 32 0 32 0 37
ASE_00139 0.72 0.67 0.77 70 54194 27 1 20 6 34
ASE_00140 0.56 0.53 0.59 66 70765 45 6 39 0 59
ASE_00142 0.49 0.48 0.50 59 67044 60 7 51 2 63
ASE_00145 0.46 0.46 0.46 51 70015 66 7 52 7 60
ASE_00146 0.56 0.53 0.60 66 70766 50 1 43 6 58
ASE_00148 0.60 0.60 0.61 92 112425 61 6 52 3 62
ASE_00151 0.27 0.27 0.28 26 51911 66 11 55 0 72
ASE_00153 0.67 0.68 0.66 50 57554 66 2 24 40 23
ASE_00154 0.63 0.64 0.64 68 65234 42 4 35 3 39
ASE_00155 0.54 0.54 0.54 76 93388 70 5 59 6 66
ASE_00163 0.39 0.39 0.39 36 53209 65 6 50 9 57
ASE_00165 0.66 0.64 0.68 65 52879 32 5 26 1 36
ASE_00168 0.16 0.20 0.13 13 60628 105 25 60 20 51
ASE_00169 0.68 0.66 0.70 71 57189 35 5 26 4 36
ASE_00170 0.67 0.66 0.69 61 48739 35 2 26 7 32
ASE_00171 0.66 0.67 0.66 63 48420 33 5 28 0 31
ASE_00172 0.62 0.63 0.60 67 58885 44 5 39 0 39
ASE_00174 0.52 0.51 0.52 56 60967 54 6 46 2 53
ASE_00175 0.65 0.64 0.67 68 59929 40 3 31 6 39
ASE_00176 0.55 0.53 0.58 58 59931 45 4 38 3 52
ASE_00179 0.66 0.68 0.64 57 44164 32 7 25 0 27
ASE_00180 0.65 0.64 0.65 64 51262 39 3 31 5 36
ASE_00181 0.54 0.55 0.54 58 57523 53 4 45 4 48
ASE_00182 0.48 0.47 0.49 64 84125 66 4 62 0 72
ASE_00184 0.62 0.64 0.61 65 54509 41 10 31 0 37
ASE_00185 0.69 0.66 0.71 85 73416 38 7 28 3 43
ASE_00186 0.75 0.73 0.78 97 78878 34 3 25 6 35
ASE_00187 0.44 0.44 0.44 51 68520 69 8 56 5 64
ASE_00189 0.58 0.57 0.60 58 63093 46 9 30 7 44
ASE_00190 0.57 0.56 0.58 50 45365 42 7 29 6 40
ASE_00192 0.28 0.26 0.30 35 84548 91 6 77 8 98
ASE_00194 0.56 0.55 0.56 66 73418 56 13 39 4 53
ASE_00196 0.74 0.73 0.75 55 31553 22 2 16 4 20
ASE_00197 0.68 0.66 0.71 95 89120 42 3 35 4 50
ASE_00203 0.76 0.75 0.77 72 46571 25 4 18 3 24
ASE_00204 0.63 0.61 0.65 68 67792 41 7 29 5 44
ASE_00205 0.46 0.47 0.46 42 45964 54 8 42 4 48
ASE_00209 0.40 0.39 0.41 34 42989 48 5 43 0 54
ASE_00210 0.47 0.48 0.47 31 27195 36 7 28 1 34
ASE_00212 0.67 0.65 0.69 96 93822 48 4 39 5 52
ASE_00213 0.73 0.73 0.73 48 27195 19 6 12 1 18
ASE_00214 0.73 0.71 0.74 73 56182 32 4 21 7 30
ASE_00215 0.40 0.38 0.42 38 48425 53 2 51 0 61
ASE_00216 0.61 0.62 0.59 51 39254 36 7 28 1 31
ASE_00217 0.42 0.39 0.46 35 40394 48 3 38 7 55
ASE_00221 0.54 0.52 0.55 61 64510 53 1 48 4 56
ASE_00222 0.46 0.46 0.46 72 111946 83 12 71 0 85
ASE_00227 0.44 0.44 0.45 58 78874 72 11 60 1 75
ASE_00228 0.60 0.63 0.58 54 46878 39 14 25 0 32
ASE_00229 0.73 0.72 0.73 63 42400 28 5 18 5 24
ASE_00231 0.65 0.67 0.64 64 47795 36 5 31 0 32
ASE_00232 0.62 0.62 0.62 52 38419 33 4 28 1 32
ASE_00234 0.36 0.34 0.38 44 75350 76 7 65 4 85
ASE_00237 0.00 0.00 0.00 0 45663 101 25 65 11 56
ASE_00238 0.42 0.42 0.42 48 64146 70 6 61 3 66
ASE_00240 0.66 0.65 0.67 60 46575 37 3 27 7 33
ASE_00241 0.51 0.53 0.49 46 43862 48 10 38 0 41
ASE_00242 0.46 0.46 0.47 51 60966 60 5 53 2 61
ASE_00246 0.29 0.34 0.25 23 48114 75 26 42 7 44
ASE_00247 0.17 0.19 0.15 12 54205 97 19 49 29 52
ASE_00248 0.60 0.59 0.62 67 62373 45 1 40 4 47
ASE_00250 0.82 0.82 0.83 107 78874 25 4 18 3 24
ASE_00252 0.57 0.56 0.59 94 115281 70 8 57 5 74
ASE_00254 0.41 0.40 0.42 33 36777 50 4 42 4 49
ASE_00255 0.68 0.65 0.71 85 74571 41 3 32 6 45
ASE_00257 0.56 0.56 0.57 54 50945 50 4 37 9 43
ASE_00263 0.76 0.77 0.76 92 70379 31 7 22 2 28
ASE_00264 0.81 0.75 0.87 75 49055 21 0 11 10 25
ASE_00267 0.60 0.57 0.63 50 45071 37 4 25 8 38
ASE_00270 0.74 0.71 0.76 91 72271 35 1 27 7 37
ASE_00274 0.50 0.50 0.50 51 55510 50 10 40 0 52
ASE_00277 0.46 0.47 0.44 43 48108 55 10 44 1 48
ASE_00279 0.73 0.72 0.74 73 53202 33 3 23 7 28
ASE_00280 0.67 0.66 0.68 65 51907 39 4 27 8 33
ASE_00281 0.44 0.44 0.44 39 44462 51 5 45 1 49
ASE_00282 0.44 0.44 0.45 56 77690 70 4 65 1 71
ASE_00283 0.81 0.79 0.84 84 61676 25 2 14 9 23
ASE_00284 0.51 0.50 0.51 54 58206 58 6 45 7 54
ASE_00285 0.69 0.66 0.73 80 68896 38 2 28 8 42
ASE_00286 0.49 0.49 0.50 45 46575 50 2 43 5 47
ASE_00287 0.72 0.69 0.76 71 54852 32 2 21 9 32
ASE_00288 0.44 0.43 0.45 40 45968 49 5 43 1 53
ASE_00289 0.65 0.61 0.69 96 100886 48 4 39 5 61
ASE_00292 0.63 0.60 0.66 83 81685 47 1 41 5 55
ASE_00294 0.64 0.61 0.68 104 114329 52 0 48 4 67
ASE_00295 0.47 0.45 0.49 59 73800 64 5 56 3 72
ASE_00296 0.29 0.29 0.30 42 91664 100 6 94 0 103
ASE_00297 0.66 0.66 0.65 65 52875 38 7 28 3 33
ASE_00298 0.47 0.45 0.48 51 67422 60 9 46 5 62
ASE_00299 0.59 0.59 0.58 59 49354 47 8 34 5 41
ASE_00313 0.72 0.72 0.72 64 62392 45 6 19 20 25
ASE_00316 0.53 0.57 0.50 56 107768 91 23 33 35 42
ASE_00318 0.62 0.62 0.61 73 80081 50 14 32 4 45
ASE_00327 0.81 0.80 0.83 71 57205 35 1 14 20 18
ASE_00328 0.41 0.41 0.41 46 72659 75 5 61 9 66
ASE_00330 0.70 0.71 0.70 64 56188 50 4 24 22 26
ASE_00332 0.53 0.51 0.54 71 81678 63 2 59 2 67
ASE_00335 0.42 0.42 0.42 49 75348 79 12 57 10 67
ASE_00337 0.46 0.49 0.43 35 39259 57 11 35 11 36
ASE_00338 0.48 0.47 0.50 46 66338 63 4 42 17 52
ASE_00339 0.52 0.52 0.52 62 80081 69 6 51 12 57
ASE_00340 0.76 0.75 0.76 64 45972 29 6 14 9 21
ASE_00342 0.54 0.51 0.57 59 62377 48 2 43 3 56
ASE_00343 0.55 0.57 0.53 64 83315 69 10 47 12 49
ASE_00346 0.42 0.41 0.42 40 48110 59 4 51 4 57
ASE_00353 0.50 0.51 0.49 55 57857 59 11 47 1 52
ASE_00359 0.45 0.46 0.44 37 42693 55 3 45 7 43
ASE_00360 0.31 0.32 0.31 21 29335 53 11 36 6 44
ASE_00361 0.33 0.32 0.34 41 75346 82 10 69 3 86
ASE_00362 0.57 0.57 0.57 52 48114 46 4 35 7 39
ASE_00363 0.42 0.41 0.42 39 51267 60 2 52 6 55
ASE_00364 0.54 0.54 0.55 57 54181 51 6 41 4 48
ASE_00366 0.51 0.54 0.47 53 58541 60 10 49 1 45
ASE_00367 0.31 0.31 0.30 27 42981 68 7 56 5 59
ASE_00369 0.57 0.58 0.56 62 55835 48 3 45 0 45
ASE_00370 0.62 0.63 0.61 53 41818 34 1 33 0 31
ASE_00372 0.69 0.69 0.70 69 51904 34 5 25 4 31
ASE_00374 0.65 0.66 0.64 58 44759 33 7 26 0 30
ASE_00375 0.47 0.46 0.48 51 60271 59 4 52 3 59
ASE_00376 0.52 0.51 0.52 54 56850 52 4 45 3 51
ASE_00377 0.81 0.80 0.81 86 57524 26 3 17 6 21
ASE_00379 0.61 0.61 0.61 54 45968 42 4 30 8 35
ASE_00380 0.48 0.46 0.49 46 54852 54 2 46 6 53
ASE_00382 0.40 0.40 0.40 34 41821 53 6 44 3 50
ASE_00383 0.59 0.57 0.61 60 54517 43 3 35 5 45
ASE_00384 0.68 0.70 0.67 64 48420 37 5 27 5 28
ASE_00385 0.42 0.43 0.40 35 41818 53 6 46 1 46
ASE_00386 0.54 0.56 0.52 54 50300 54 4 45 5 42
ASE_00387 0.62 0.62 0.63 64 55844 43 1 36 6 40
ASE_00388 0.61 0.63 0.60 56 45659 40 2 36 2 33
ASE_00390 0.47 0.46 0.49 39 42116 50 6 34 10 46
ASE_00393 0.53 0.53 0.54 49 47804 48 1 41 6 44
ASE_00394 0.70 0.71 0.69 66 46875 32 3 27 2 27
ASE_00395 0.55 0.55 0.56 46 41534 43 2 34 7 38
ASE_00396 0.35 0.36 0.34 30 41529 62 11 46 5 53
ASE_00397 0.50 0.50 0.50 53 54510 52 7 45 0 52
ASE_00398 0.63 0.63 0.64 65 55844 40 2 34 4 39
ASE_00400 0.56 0.56 0.56 59 57865 47 10 36 1 47
ASE_00401 0.53 0.56 0.51 70 76892 66 13 53 0 56
ASE_00402 0.43 0.42 0.43 36 42403 52 5 42 5 49
ASE_00403 0.39 0.39 0.40 42 55839 64 3 61 0 65
ASE_00404 0.35 0.35 0.36 30 42987 62 1 53 8 55
ASE_00406 0.71 0.70 0.73 66 48737 27 8 17 2 28
ASE_00411 0.30 0.30 0.31 27 49367 66 6 55 5 62
ASE_00412 0.46 0.45 0.47 47 58210 57 9 45 3 58
ASE_00413 0.56 0.59 0.54 48 44462 44 11 30 3 33
ASE_00414 0.30 0.28 0.31 27 46273 67 4 56 7 68
ASE_00415 0.48 0.50 0.47 51 54837 64 4 54 6 52
ASE_00416 0.55 0.54 0.58 68 77303 56 9 41 6 59
ASE_00417 0.44 0.45 0.43 45 54510 64 9 51 4 55
ASE_00418 0.33 0.33 0.32 25 38704 54 5 47 2 50
ASE_00419 0.73 0.73 0.74 75 54844 31 5 22 4 28
ASE_00422 0.49 0.49 0.48 46 46876 55 5 44 6 48
ASE_00423 0.59 0.58 0.60 63 56848 45 7 35 3 46
ASE_00426 0.44 0.44 0.44 48 60967 61 6 54 1 60
ASE_00428 0.68 0.66 0.70 82 76519 42 3 32 7 43
ASE_00430 0.62 0.62 0.62 60 46874 42 7 30 5 37
ASE_00431 0.56 0.55 0.57 52 46269 44 9 30 5 43
ASE_00434 0.56 0.56 0.56 62 68154 57 10 39 8 48
ASE_00437 0.44 0.42 0.46 57 79278 66 4 62 0 78
ASE_00438 0.40 0.38 0.42 44 65960 62 6 56 0 72
ASE_00441 0.77 0.74 0.81 83 64158 33 4 16 13 29
ASE_00447 0.61 0.59 0.64 68 60272 43 2 36 5 48
ASE_00448 0.51 0.50 0.52 56 64154 61 7 44 10 56
ASE_00451 0.62 0.59 0.64 74 70761 44 1 40 3 51
CRW_00013 0.21 0.22 0.21 25 103620 117 13 82 22 90
CRW_00016 0.60 0.58 0.63 70 77309 55 5 37 13 50
CRW_00610 0.49 0.51 0.48 41 36230 44 9 35 0 40
CRW_00613 0.66 0.62 0.71 48 34912 28 1 19 8 30
CRW_00614 0.16 0.19 0.13 11 121684 137 27 49 61 46
CRW_00618 0.07 0.08 0.07 5 56205 92 15 55 22 56
CRW_00633 0.40 0.42 0.39 44 63434 70 10 58 2 62
CRW_00634 0.50 0.53 0.48 50 64516 59 11 43 5 44
CRW_00670 0.62 0.61 0.63 73 70009 45 9 34 2 47
CRW_00671 0.65 0.63 0.67 74 62725 43 1 35 7 43
CRW_00672 0.74 0.75 0.74 83 72278 38 6 23 9 28
CRW_00674 0.60 0.61 0.59 76 83308 55 10 42 3 48
CRW_00676 0.56 0.58 0.54 67 93403 71 15 43 13 48
CRW_00692 0.34 0.37 0.32 33 68532 80 22 48 10 57
PDB_00827 0.59 0.53 0.65 43 26962 24 3 20 1 38
PDB_00919 0.52 0.49 0.55 50 44162 45 2 39 4 53
RFA_00597 0.55 0.57 0.53 62 97786 78 17 38 23 47
RFA_00598 0.27 0.28 0.26 28 84559 99 13 66 20 73
RFA_00599 0.66 0.70 0.63 78 101351 67 17 29 21 33
RFA_00600 0.52 0.58 0.46 58 120169 111 26 42 43 42
RFA_00601 0.22 0.25 0.20 28 99098 124 19 90 15 86
RFA_00602 0.49 0.52 0.47 60 101347 91 15 53 23 56
TMR_00173 0.31 0.36 0.27 15 42139 68 18 23 27 27
TMR_00357 0.38 0.40 0.37 37 82927 79 21 43 15 55
TMR_00601 0.35 0.38 0.33 16 58947 79 10 23 46 26
TMR_00696 0.20 0.22 0.19 25 84946 116 29 78 9 89

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