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 CentroidAlifold(seed) - scored higher in this pairwise comparison

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

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


Overview

Metric CentroidAlifold(seed) RNAshapes
MCC 0.697 > 0.486
Average MCC ± 95% Confidence Intervals 0.697 ± 0.015 > 0.484 ± 0.018
Sensitivity 0.528 > 0.470
Positive Predictive Value 0.921 > 0.506
Total TP 13931 > 12398
Total TN 14898772 > 14889372
Total FP 1460 < 13544
Total FP CONTRA 171 < 1495
Total FP INCONS 1023 < 10632
Total FP COMP 266 < 1417
Total FN 12456 < 13989
P-value 3.56938820447e-08

^top




Performance plots


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

  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 RNAshapes).

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

^top





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

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

Total Base Pair Counts
Total TP 13931
Total TN 14898772
Total FP 1460
Total FP CONTRA 171
Total FP INCONS 1023
Total FP COMP 266
Total FN 12456
Total Scores
MCC 0.697
Average MCC ± 95% Confidence Intervals 0.697 ± 0.015
Sensitivity 0.528
Positive Predictive Value 0.921
Nr of predictions 270

^top



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_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_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_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_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_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_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_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_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_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_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_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_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_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_00005 0.80 0.64 1.00 9 937 0 0 0 0 5
PDB_00716 0.75 0.61 0.93 14 2686 1 0 1 0 9
PDB_00827 0.58 0.40 0.84 32 26990 6 1 5 0 49
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00829 0.91 0.83 1.00 20 2258 0 0 0 0 4
PDB_00919 0.49 0.35 0.69 36 44201 18 0 16 2 67
PDB_01020 0.91 0.83 1.00 19 2259 1 0 0 1 4
PDB_01073 0.84 0.71 1.00 24 4347 1 0 0 1 10
PDB_01092 0.72 0.58 0.91 30 10120 4 0 3 1 22
RFA_00598 0.72 0.63 0.81 64 84587 26 0 15 11 37
RFA_00632 0.74 0.64 0.86 18 4074 3 2 1 0 10
RFA_00636 0.78 0.68 0.90 19 3984 2 2 0 0 9
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 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00770 0.74 0.56 1.00 10 2006 0 0 0 0 8
RFA_00773 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00808 0.65 0.56 0.75 9 2004 3 1 2 0 7
RFA_00809 0.43 0.38 0.50 6 2133 6 0 6 0 10
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

^top



Performance of RNAshapes - scored lower in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP 12398
Total TN 14889372
Total FP 13544
Total FP CONTRA 1495
Total FP INCONS 10632
Total FP COMP 1417
Total FN 13989
Total Scores
MCC 0.486
Average MCC ± 95% Confidence Intervals 0.484 ± 0.018
Sensitivity 0.470
Positive Predictive Value 0.506
Nr of predictions 270

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.65 0.61 0.69 46 34124 28 3 18 7 29
ASE_00002 0.47 0.45 0.49 33 35444 39 4 30 5 40
ASE_00004 0.71 0.69 0.74 67 47804 26 3 21 2 30
ASE_00005 0.39 0.37 0.41 43 57866 65 3 58 4 74
ASE_00006 0.70 0.68 0.72 63 47499 31 3 21 7 30
ASE_00007 0.41 0.40 0.43 44 59583 62 3 55 4 66
ASE_00009 0.40 0.37 0.43 25 26048 35 2 31 2 42
ASE_00012 0.46 0.42 0.50 52 73815 55 5 48 2 71
ASE_00014 0.12 0.12 0.13 13 54184 89 8 80 1 93
ASE_00017 0.13 0.14 0.12 9 50962 82 12 57 13 55
ASE_00018 0.68 0.65 0.72 87 80480 36 2 32 2 47
ASE_00020 0.48 0.45 0.51 57 73809 57 8 46 3 69
ASE_00022 0.44 0.43 0.45 53 82911 70 5 59 6 71
ASE_00023 0.58 0.57 0.59 72 84132 55 7 44 4 55
ASE_00025 0.23 0.25 0.21 18 78522 110 18 48 44 53
ASE_00026 0.57 0.55 0.59 60 59584 48 4 37 7 50
ASE_00028 0.52 0.50 0.55 63 84551 58 4 48 6 63
ASE_00029 0.44 0.42 0.46 51 82917 61 6 54 1 71
ASE_00030 0.59 0.57 0.62 82 85359 52 3 47 2 63
ASE_00031 0.49 0.47 0.51 59 86621 57 2 54 1 67
ASE_00032 0.42 0.42 0.43 50 80083 70 8 59 3 68
ASE_00033 0.43 0.40 0.47 48 64878 56 2 52 2 73
ASE_00035 0.44 0.43 0.46 51 70389 64 7 53 4 67
ASE_00036 0.62 0.58 0.68 76 75743 45 3 33 9 56
ASE_00037 0.23 0.23 0.24 25 59237 81 4 74 3 85
ASE_00038 0.61 0.57 0.65 58 53539 37 1 30 6 43
ASE_00040 0.45 0.43 0.48 57 78883 65 6 57 2 76
ASE_00044 0.62 0.61 0.63 64 54514 41 3 34 4 41
ASE_00046 0.60 0.55 0.65 57 50315 31 3 28 0 46
ASE_00047 0.16 0.15 0.17 20 74190 96 9 86 1 110
ASE_00052 0.45 0.42 0.48 47 61328 55 3 47 5 65
ASE_00053 0.52 0.50 0.53 67 79275 62 7 52 3 66
ASE_00057 0.45 0.43 0.48 58 82094 69 5 58 6 76
ASE_00064 0.48 0.46 0.50 41 45369 49 2 39 8 48
ASE_00066 0.61 0.57 0.65 74 72276 41 5 35 1 56
ASE_00068 0.48 0.45 0.53 38 37603 37 2 32 3 47
ASE_00069 0.61 0.58 0.64 81 82902 50 5 40 5 59
ASE_00074 0.50 0.49 0.52 58 67784 54 6 48 0 61
ASE_00077 0.36 0.36 0.36 31 45065 54 8 46 0 55
ASE_00078 0.69 0.67 0.70 56 42991 30 4 20 6 27
ASE_00079 0.48 0.46 0.49 46 55518 47 6 41 0 54
ASE_00080 0.45 0.43 0.46 53 71517 61 7 54 0 70
ASE_00081 0.65 0.59 0.72 57 49691 25 3 19 3 40
ASE_00082 0.38 0.37 0.40 43 70393 76 6 58 12 73
ASE_00083 0.72 0.67 0.76 74 62384 26 5 18 3 36
ASE_00084 0.65 0.61 0.70 60 53542 32 5 21 6 39
ASE_00087 0.42 0.38 0.47 55 88293 65 8 54 3 89
ASE_00090 0.52 0.51 0.52 52 55511 54 3 45 6 49
ASE_00092 0.67 0.65 0.70 73 63441 39 2 30 7 40
ASE_00096 0.45 0.43 0.48 50 63441 58 7 48 3 65
ASE_00099 0.38 0.37 0.40 44 64511 67 6 59 2 76
ASE_00100 0.13 0.14 0.12 11 82126 122 15 63 44 65
ASE_00104 0.50 0.47 0.53 56 64155 52 2 48 2 63
ASE_00105 0.40 0.39 0.42 43 64159 61 10 49 2 68
ASE_00107 0.59 0.57 0.62 72 73036 46 3 42 1 55
ASE_00108 0.23 0.29 0.19 18 46878 80 23 52 5 45
ASE_00111 0.26 0.32 0.22 18 50004 74 26 38 10 39
ASE_00112 0.74 0.69 0.78 80 75364 28 5 17 6 36
ASE_00115 0.48 0.47 0.50 47 54521 58 3 44 11 54
ASE_00116 0.14 0.14 0.15 9 31567 53 5 45 3 57
ASE_00118 0.45 0.44 0.47 45 60630 57 7 44 6 57
ASE_00119 0.62 0.59 0.64 64 62735 39 4 32 3 44
ASE_00120 0.30 0.29 0.31 27 46884 60 9 51 0 67
ASE_00121 0.32 0.32 0.33 29 45063 60 8 50 2 63
ASE_00122 0.48 0.45 0.51 40 43287 38 0 38 0 48
ASE_00123 0.36 0.34 0.38 29 38427 51 4 43 4 56
ASE_00125 0.55 0.50 0.60 44 39267 31 2 27 2 44
ASE_00128 0.69 0.64 0.74 64 53215 28 1 21 6 36
ASE_00129 0.37 0.36 0.39 40 62733 65 4 58 3 71
ASE_00131 0.53 0.48 0.58 41 39269 40 2 28 10 44
ASE_00132 0.52 0.51 0.53 48 50313 44 6 36 2 47
ASE_00134 0.49 0.49 0.49 47 50308 50 5 43 2 48
ASE_00135 0.47 0.44 0.49 48 63093 56 4 45 7 61
ASE_00136 0.63 0.62 0.63 57 48115 36 5 28 3 35
ASE_00137 0.72 0.67 0.77 66 48430 26 3 17 6 32
ASE_00138 0.39 0.38 0.41 31 40394 45 6 39 0 50
ASE_00139 0.43 0.38 0.48 40 54202 47 2 41 4 64
ASE_00140 0.63 0.57 0.70 71 70774 33 7 24 2 54
ASE_00142 0.61 0.57 0.66 69 67056 40 4 32 4 53
ASE_00145 0.36 0.35 0.38 39 70021 70 7 58 5 72
ASE_00146 0.41 0.39 0.43 48 70764 67 1 63 3 76
ASE_00151 0.37 0.36 0.39 35 51913 57 12 43 2 63
ASE_00153 0.35 0.40 0.32 29 57538 88 15 48 25 44
ASE_00154 0.54 0.52 0.55 56 65239 49 6 40 3 51
ASE_00163 0.54 0.52 0.57 48 53217 44 5 31 8 45
ASE_00165 0.55 0.53 0.56 54 52879 42 11 31 0 47
ASE_00168 0.32 0.38 0.28 24 60639 85 22 41 22 40
ASE_00169 0.56 0.53 0.60 57 57196 41 3 35 3 50
ASE_00170 0.63 0.61 0.66 57 48741 37 6 24 7 36
ASE_00171 0.39 0.38 0.40 36 48427 57 7 46 4 58
ASE_00172 0.63 0.59 0.68 63 58903 38 4 26 8 43
ASE_00174 0.46 0.44 0.48 48 60975 55 4 48 3 61
ASE_00175 0.42 0.43 0.41 46 59920 70 8 57 5 61
ASE_00176 0.44 0.43 0.47 47 59930 57 6 48 3 63
ASE_00179 0.56 0.55 0.58 46 44173 37 6 28 3 38
ASE_00180 0.52 0.50 0.55 50 51269 47 5 36 6 50
ASE_00181 0.51 0.50 0.52 53 57529 48 5 43 0 53
ASE_00182 0.50 0.49 0.52 67 84125 63 5 58 0 69
ASE_00184 0.57 0.58 0.57 59 54512 44 8 36 0 43
ASE_00185 0.57 0.55 0.60 70 73419 54 5 42 7 58
ASE_00186 0.60 0.57 0.64 75 78886 43 3 39 1 57
ASE_00187 0.41 0.40 0.43 46 68528 66 5 56 5 69
ASE_00189 0.56 0.54 0.59 55 63097 42 9 29 4 47
ASE_00190 0.45 0.43 0.46 39 45367 45 5 40 0 51
ASE_00192 0.43 0.40 0.46 53 84550 69 6 57 6 80
ASE_00194 0.45 0.44 0.46 52 73422 66 8 54 4 67
ASE_00196 0.49 0.49 0.49 37 31551 41 2 36 3 38
ASE_00197 0.55 0.50 0.61 73 89133 47 4 43 0 72
ASE_00203 0.71 0.68 0.76 65 46579 26 6 15 5 31
ASE_00204 0.61 0.58 0.64 65 67795 41 10 26 5 47
ASE_00205 0.46 0.47 0.45 42 45962 55 9 43 3 48
ASE_00209 0.49 0.45 0.53 40 42995 36 3 33 0 48
ASE_00210 0.55 0.55 0.55 36 27196 29 5 24 0 29
ASE_00213 0.30 0.29 0.32 19 27201 43 2 39 2 47
ASE_00214 0.68 0.67 0.69 69 56180 38 5 26 7 34
ASE_00215 0.53 0.51 0.56 50 48426 43 2 38 3 49
ASE_00216 0.75 0.72 0.79 59 39265 22 3 13 6 23
ASE_00217 0.36 0.34 0.38 31 40389 57 2 48 7 59
ASE_00221 0.41 0.38 0.44 45 64517 62 3 55 4 72
ASE_00227 0.56 0.51 0.62 68 78893 43 4 38 1 65
ASE_00228 0.63 0.63 0.64 54 46886 34 9 22 3 32
ASE_00229 0.56 0.55 0.56 48 42401 39 11 26 2 39
ASE_00231 0.45 0.44 0.46 42 47803 54 5 45 4 54
ASE_00232 0.66 0.65 0.67 55 38421 29 8 19 2 29
ASE_00234 0.57 0.53 0.62 68 75356 45 5 37 3 61
ASE_00237 0.00 0.00 0.00 0 45674 97 22 57 18 56
ASE_00238 0.43 0.41 0.45 47 64157 60 6 51 3 67
ASE_00240 0.45 0.43 0.48 40 46581 47 4 40 3 53
ASE_00241 0.49 0.46 0.52 40 43879 49 2 35 12 47
ASE_00242 0.35 0.32 0.38 36 60979 63 3 57 3 76
ASE_00246 0.16 0.18 0.14 12 48119 84 23 51 10 55
ASE_00247 0.17 0.19 0.16 12 54211 90 17 45 28 52
ASE_00248 0.39 0.37 0.41 42 62379 65 2 58 5 72
ASE_00250 0.50 0.48 0.52 63 78882 61 6 52 3 68
ASE_00254 0.59 0.57 0.61 47 36779 30 3 27 0 35
ASE_00255 0.56 0.53 0.59 69 74574 50 5 43 2 61
ASE_00257 0.52 0.51 0.53 49 50947 45 7 37 1 48
ASE_00263 0.75 0.74 0.75 89 70382 31 6 23 2 31
ASE_00264 0.77 0.70 0.84 70 49058 26 0 13 13 30
ASE_00267 0.24 0.23 0.25 20 45071 64 8 51 5 68
ASE_00270 0.50 0.48 0.52 61 72272 62 5 52 5 67
ASE_00274 0.47 0.46 0.49 47 55516 53 10 38 5 56
ASE_00277 0.43 0.42 0.44 38 48118 49 7 42 0 53
ASE_00279 0.35 0.33 0.38 33 53214 59 4 50 5 68
ASE_00280 0.38 0.37 0.40 36 51912 58 3 52 3 62
ASE_00281 0.55 0.51 0.58 45 44474 36 5 27 4 43
ASE_00282 0.34 0.33 0.36 42 77698 75 6 69 0 85
ASE_00283 0.57 0.53 0.61 57 61682 41 7 30 4 50
ASE_00284 0.67 0.64 0.71 69 58214 35 5 23 7 39
ASE_00285 0.70 0.63 0.77 77 68906 30 1 22 7 45
ASE_00286 0.36 0.35 0.38 32 46580 57 7 46 4 60
ASE_00287 0.58 0.54 0.63 56 54857 39 3 30 6 47
ASE_00288 0.36 0.34 0.37 32 45970 54 3 51 0 61
ASE_00289 0.64 0.60 0.69 94 100888 44 6 37 1 63
ASE_00292 0.52 0.48 0.56 66 81692 52 5 47 0 72
ASE_00294 0.66 0.60 0.72 102 114340 44 0 39 5 69
ASE_00295 0.51 0.49 0.53 64 73800 59 9 47 3 67
ASE_00297 0.52 0.50 0.54 49 52885 43 4 37 2 49
ASE_00298 0.42 0.40 0.45 45 67428 57 3 52 2 68
ASE_00299 0.46 0.45 0.47 45 49360 56 5 45 6 55
ASE_00313 0.30 0.30 0.30 27 62390 82 9 55 18 62
ASE_00318 0.61 0.58 0.64 69 80092 44 14 25 5 49
ASE_00327 0.77 0.75 0.78 67 57205 34 3 16 15 22
ASE_00328 0.59 0.55 0.63 62 72672 45 3 34 8 50
ASE_00330 0.42 0.41 0.44 37 56196 65 6 41 18 53
ASE_00332 0.35 0.33 0.36 46 81683 82 2 79 1 92
ASE_00335 0.52 0.50 0.55 58 75360 57 9 39 9 58
ASE_00337 0.56 0.58 0.55 41 39266 47 4 29 14 30
ASE_00338 0.57 0.57 0.57 56 66332 61 5 37 19 42
ASE_00339 0.54 0.52 0.57 62 80091 57 4 43 10 57
ASE_00340 0.66 0.65 0.67 55 45974 34 5 22 7 30
ASE_00342 0.50 0.47 0.53 54 62380 47 0 47 0 61
ASE_00343 0.32 0.32 0.32 36 83322 91 9 69 13 77
ASE_00346 0.35 0.34 0.37 33 48116 59 5 51 3 64
ASE_00353 0.55 0.53 0.56 57 57869 48 2 42 4 50
ASE_00359 0.63 0.60 0.66 48 42705 30 1 24 5 32
ASE_00360 0.29 0.29 0.29 19 29337 51 10 37 4 46
ASE_00361 0.49 0.47 0.51 60 75348 61 11 47 3 67
ASE_00362 0.40 0.38 0.42 35 48122 53 6 42 5 56
ASE_00363 0.44 0.43 0.45 40 51271 56 4 45 7 54
ASE_00364 0.31 0.30 0.33 31 54191 69 4 59 6 74
ASE_00366 0.27 0.28 0.27 27 58554 75 10 62 3 71
ASE_00367 0.31 0.30 0.32 26 42990 63 4 51 8 60
ASE_00369 0.46 0.44 0.47 47 55846 56 4 48 4 60
ASE_00370 0.46 0.42 0.50 35 41835 42 1 34 7 49
ASE_00372 0.52 0.51 0.54 51 51908 44 9 35 0 49
ASE_00374 0.43 0.42 0.44 37 44765 48 10 38 0 51
ASE_00375 0.65 0.61 0.70 67 60282 34 3 26 5 43
ASE_00376 0.51 0.49 0.53 51 56857 50 4 41 5 54
ASE_00377 0.58 0.56 0.61 60 57531 45 2 37 6 47
ASE_00379 0.58 0.55 0.60 49 45975 37 7 25 5 40
ASE_00380 0.34 0.33 0.35 33 54851 67 6 56 5 66
ASE_00382 0.47 0.44 0.51 37 41832 46 2 34 10 47
ASE_00383 0.57 0.53 0.60 56 54522 41 2 35 4 49
ASE_00384 0.69 0.66 0.72 61 48431 29 6 18 5 31
ASE_00385 0.37 0.38 0.37 31 41821 55 7 46 2 50
ASE_00386 0.40 0.39 0.41 37 50313 58 5 48 5 59
ASE_00387 0.49 0.49 0.49 51 55840 55 5 49 1 53
ASE_00388 0.51 0.49 0.54 44 45671 46 2 36 8 45
ASE_00390 0.40 0.39 0.41 33 42114 49 11 37 1 52
ASE_00393 0.42 0.39 0.45 36 47815 50 2 42 6 57
ASE_00394 0.47 0.46 0.47 43 46880 54 7 41 6 50
ASE_00395 0.57 0.55 0.61 46 41540 40 1 29 10 38
ASE_00396 0.40 0.39 0.42 32 41539 51 6 39 6 51
ASE_00397 0.40 0.39 0.41 41 54514 60 7 53 0 64
ASE_00398 0.59 0.55 0.63 57 55854 38 3 31 4 47
ASE_00400 0.55 0.53 0.57 56 57871 44 4 39 1 50
ASE_00401 0.49 0.49 0.48 62 76899 67 12 55 0 64
ASE_00402 0.27 0.26 0.29 22 42411 57 3 50 4 63
ASE_00403 0.41 0.38 0.44 41 55852 56 3 49 4 66
ASE_00404 0.35 0.34 0.36 29 42991 59 2 49 8 56
ASE_00406 0.68 0.65 0.71 61 48742 31 4 21 6 33
ASE_00411 0.54 0.53 0.55 47 49369 40 12 27 1 42
ASE_00412 0.38 0.37 0.40 39 58213 59 12 47 0 66
ASE_00413 0.47 0.48 0.45 39 44465 49 11 36 2 42
ASE_00414 0.31 0.28 0.33 27 46279 58 2 52 4 68
ASE_00415 0.46 0.45 0.47 46 54848 54 6 46 2 57
ASE_00416 0.44 0.41 0.48 52 77313 61 1 55 5 75
ASE_00417 0.35 0.36 0.34 36 54510 73 4 65 4 64
ASE_00418 0.33 0.33 0.32 25 38704 54 4 48 2 50
ASE_00419 0.61 0.57 0.65 59 54855 36 4 28 4 44
ASE_00422 0.43 0.44 0.43 41 46876 57 9 45 3 53
ASE_00423 0.35 0.34 0.36 37 56850 69 9 57 3 72
ASE_00426 0.32 0.31 0.33 34 60973 68 5 63 0 74
ASE_00428 0.45 0.42 0.47 53 76523 65 5 55 5 72
ASE_00430 0.56 0.55 0.58 53 46879 44 7 32 5 44
ASE_00431 0.57 0.53 0.63 50 46280 43 3 27 13 45
ASE_00434 0.50 0.47 0.54 52 68168 57 12 33 12 58
ASE_00437 0.44 0.41 0.46 56 79280 65 4 61 0 79
ASE_00438 0.38 0.35 0.41 41 65965 60 2 58 0 75
ASE_00441 0.68 0.63 0.74 71 64165 33 4 21 8 41
ASE_00447 0.68 0.63 0.73 73 60278 32 2 25 5 43
ASE_00448 0.22 0.22 0.23 25 64150 91 8 78 5 87
ASE_00451 0.52 0.48 0.56 60 70768 51 3 45 3 65
CRW_00016 0.49 0.48 0.51 57 77309 66 7 48 11 63
CRW_00610 0.55 0.53 0.57 43 36240 37 3 29 5 38
CRW_00613 0.64 0.58 0.70 45 34916 28 1 18 9 33
CRW_00618 0.17 0.18 0.16 11 56213 77 9 47 21 50
CRW_00633 0.55 0.54 0.56 57 63445 45 8 36 1 49
CRW_00634 0.33 0.34 0.33 32 64522 75 8 58 9 62
CRW_00670 0.74 0.72 0.76 86 70012 32 0 27 5 34
CRW_00671 0.65 0.62 0.67 73 62726 43 1 35 7 44
CRW_00672 0.66 0.66 0.66 73 72279 45 8 30 7 38
CRW_00674 0.68 0.67 0.69 83 83316 41 6 31 4 41
CRW_00676 0.58 0.62 0.55 71 93398 67 17 42 8 44
CRW_00692 0.43 0.46 0.40 41 68533 70 18 43 9 49
PDB_00005 0.88 0.79 1.00 11 935 0 0 0 0 3
PDB_00716 -0.01 0.00 0.00 0 2678 24 1 22 1 23
PDB_00827 0.64 0.56 0.74 45 26967 17 0 16 1 36
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00829 0.86 0.75 1.00 18 2260 0 0 0 0 6
PDB_00919 0.27 0.25 0.29 26 44164 67 5 58 4 77
PDB_01020 0.86 0.74 1.00 17 2261 1 0 0 1 6
PDB_01073 0.52 0.47 0.57 16 4343 13 2 10 1 18
PDB_01092 0.54 0.50 0.58 26 10108 21 2 17 2 26
RFA_00598 0.53 0.53 0.53 54 84565 71 7 40 24 47
RFA_00632 0.34 0.36 0.33 10 4065 20 2 18 0 18
RFA_00636 0.42 0.43 0.43 12 3977 16 2 14 0 16
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.48 0.44 0.53 8 1876 7 1 6 0 10
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.61 0.56 0.67 10 2001 8 0 5 3 8
RFA_00773 0.71 0.56 0.91 10 1942 4 1 0 3 8
RFA_00779 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00808 -0.01 0.00 0.00 0 2001 15 2 13 0 16
RFA_00809 0.36 0.38 0.35 6 2128 11 1 10 0 10
TMR_00173 0.29 0.36 0.24 15 42133 75 20 27 28 27
TMR_00357 0.17 0.17 0.16 16 82931 98 16 65 17 76
TMR_00601 0.54 0.55 0.53 23 58953 80 2 18 60 19
TMR_00696 0.21 0.22 0.21 25 84960 107 11 82 14 89

^top


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