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 Afold - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(seed) Afold
MCC 0.690 > 0.530
Average MCC ± 95% Confidence Intervals 0.689 ± 0.015 > 0.525 ± 0.020
Sensitivity 0.516 < 0.517
Positive Predictive Value 0.923 > 0.544
Total TP 12487 < 12510
Total TN 14364137 > 14354680
Total FP 1260 < 12086
Total FP CONTRA 138 < 1384
Total FP INCONS 910 < 9098
Total FP COMP 212 < 1604
Total FN 11698 > 11675
P-value 3.56938820447e-08

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Performance plots


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

  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 Afold).

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

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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 12487
Total TN 14364137
Total FP 1260
Total FP CONTRA 138
Total FP INCONS 910
Total FP COMP 212
Total FN 11698
Total Scores
MCC 0.690
Average MCC ± 95% Confidence Intervals 0.689 ± 0.015
Sensitivity 0.516
Positive Predictive Value 0.923
Nr of predictions 232

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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_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_00023 0.47 0.35 0.63 45 84184 28 8 18 2 82
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_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_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_00053 0.71 0.54 0.92 72 79323 6 3 3 0 61
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_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_00104 0.81 0.67 0.99 80 64180 1 0 1 0 39
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_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_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_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_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_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_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_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_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_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_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_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_00359 0.77 0.61 0.98 49 42728 2 0 1 1 31
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_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_00411 0.67 0.55 0.82 49 49395 11 5 6 0 40
ASE_00413 0.72 0.57 0.90 46 44500 7 2 3 2 35
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_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_00619 0.53 0.30 0.92 22 165001 5 0 2 3 51
CRW_00620 0.44 0.29 0.69 18 150949 18 0 8 10 45
CRW_00621 0.40 0.27 0.61 19 153150 14 3 9 2 52
CRW_00623 0.49 0.29 0.83 24 129766 9 1 4 4 59
CRW_00633 0.31 0.17 0.58 18 63515 14 2 11 1 88
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_00599 0.85 0.73 0.99 81 101393 4 0 1 3 30
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

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Performance of Afold - scored lower in this pairwise comparison

1. Total counts & total scores for Afold

Total Base Pair Counts
Total TP 12510
Total TN 14354680
Total FP 12086
Total FP CONTRA 1384
Total FP INCONS 9098
Total FP COMP 1604
Total FN 11675
Total Scores
MCC 0.530
Average MCC ± 95% Confidence Intervals 0.525 ± 0.020
Sensitivity 0.517
Positive Predictive Value 0.544
Nr of predictions 232

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.75 0.72 0.78 54 34122 23 3 12 8 21
ASE_00002 0.62 0.62 0.63 45 35439 33 4 23 6 28
ASE_00004 0.51 0.52 0.51 50 47797 49 10 38 1 47
ASE_00005 0.61 0.56 0.66 66 57870 39 0 34 5 51
ASE_00006 0.66 0.67 0.65 62 47491 36 7 26 3 31
ASE_00007 0.56 0.53 0.59 58 59586 45 1 40 4 52
ASE_00009 0.79 0.76 0.82 51 26044 13 0 11 2 16
ASE_00012 0.41 0.39 0.43 48 73808 72 1 63 8 75
ASE_00014 0.24 0.25 0.24 26 54178 82 8 73 1 80
ASE_00017 0.26 0.28 0.24 18 50965 74 6 51 17 46
ASE_00020 0.57 0.54 0.60 68 73807 46 6 39 1 58
ASE_00021 0.54 0.51 0.59 81 104058 66 7 50 9 79
ASE_00023 0.66 0.64 0.69 81 84137 42 3 34 5 46
ASE_00028 0.58 0.56 0.61 70 84551 54 4 41 9 56
ASE_00029 0.55 0.53 0.56 65 82912 55 5 46 4 57
ASE_00030 0.61 0.59 0.63 85 85357 50 5 44 1 60
ASE_00032 0.55 0.53 0.58 62 80094 50 6 38 6 56
ASE_00033 0.33 0.31 0.36 38 64874 70 4 64 2 83
ASE_00036 0.41 0.39 0.43 52 75735 71 8 60 3 80
ASE_00037 0.34 0.32 0.37 35 59245 63 0 60 3 75
ASE_00038 0.53 0.52 0.54 53 53529 48 4 42 2 48
ASE_00040 0.50 0.47 0.53 63 78883 63 5 52 6 70
ASE_00041 0.53 0.51 0.55 55 57530 51 2 43 6 53
ASE_00042 0.44 0.42 0.47 61 89969 73 3 67 3 84
ASE_00044 0.74 0.70 0.78 74 54520 26 3 18 5 31
ASE_00046 0.59 0.55 0.63 57 50313 33 2 31 0 46
ASE_00047 0.40 0.38 0.43 50 74188 68 4 63 1 80
ASE_00053 0.54 0.52 0.56 69 79278 61 12 42 7 64
ASE_00064 0.43 0.43 0.44 38 45364 54 5 44 5 51
ASE_00066 0.57 0.55 0.59 71 72269 52 4 46 2 59
ASE_00068 0.33 0.32 0.36 27 37599 50 2 47 1 58
ASE_00074 0.48 0.47 0.50 56 67784 57 7 49 1 63
ASE_00075 0.65 0.59 0.72 95 108679 46 3 34 9 67
ASE_00076 0.57 0.54 0.61 64 68160 42 7 34 1 54
ASE_00077 0.52 0.51 0.54 44 45068 39 6 32 1 42
ASE_00078 0.67 0.67 0.67 56 42988 32 5 22 5 27
ASE_00079 0.50 0.48 0.52 48 55519 45 2 42 1 52
ASE_00080 0.50 0.48 0.52 59 71518 59 3 51 5 64
ASE_00081 0.46 0.45 0.46 44 49675 53 5 46 2 53
ASE_00082 0.57 0.54 0.61 63 70396 51 1 40 10 53
ASE_00083 0.71 0.67 0.76 74 62383 32 1 23 8 36
ASE_00084 0.72 0.71 0.73 70 53532 30 6 20 4 29
ASE_00087 0.56 0.51 0.61 74 88288 54 5 43 6 70
ASE_00090 0.46 0.47 0.47 47 55510 59 6 48 5 54
ASE_00092 0.68 0.65 0.72 73 63444 35 3 26 6 40
ASE_00096 0.51 0.50 0.53 57 63439 51 2 48 1 58
ASE_00104 0.53 0.50 0.56 60 64153 49 8 40 1 59
ASE_00111 0.15 0.19 0.12 11 49992 89 31 52 6 46
ASE_00112 0.77 0.72 0.82 84 75364 25 5 13 7 32
ASE_00115 0.55 0.54 0.56 55 54517 51 1 42 8 46
ASE_00116 0.24 0.24 0.23 16 31557 54 8 45 1 50
ASE_00118 0.38 0.38 0.39 39 60625 64 5 57 2 63
ASE_00119 0.63 0.60 0.67 65 62738 35 1 31 3 43
ASE_00120 0.37 0.35 0.38 33 46885 53 9 44 0 61
ASE_00121 0.29 0.29 0.29 27 45058 65 8 57 0 65
ASE_00122 0.28 0.27 0.29 24 43283 60 4 54 2 64
ASE_00123 0.44 0.42 0.46 36 38425 48 3 39 6 49
ASE_00125 0.64 0.63 0.65 55 39255 32 4 26 2 33
ASE_00128 0.74 0.72 0.77 72 53207 30 2 20 8 28
ASE_00129 0.77 0.74 0.80 82 62732 26 3 18 5 29
ASE_00131 0.62 0.55 0.70 47 39273 31 0 20 11 38
ASE_00132 0.63 0.61 0.65 58 50314 34 7 24 3 37
ASE_00134 0.43 0.42 0.44 40 50313 54 7 43 4 55
ASE_00135 0.45 0.44 0.45 48 63084 63 8 50 5 61
ASE_00136 0.69 0.65 0.72 60 48122 28 3 20 5 32
ASE_00137 0.44 0.43 0.45 42 48423 53 4 47 2 56
ASE_00138 0.51 0.49 0.53 40 40395 36 4 31 1 41
ASE_00139 0.83 0.77 0.89 80 54195 16 2 8 6 24
ASE_00140 0.62 0.57 0.67 71 70770 38 6 29 3 54
ASE_00145 0.40 0.40 0.40 44 70016 69 9 56 4 67
ASE_00146 0.55 0.52 0.59 64 70768 50 2 42 6 60
ASE_00148 0.63 0.60 0.65 93 112433 53 4 45 4 61
ASE_00151 0.26 0.26 0.27 25 51912 66 9 57 0 73
ASE_00153 0.66 0.67 0.65 49 57555 68 2 24 42 24
ASE_00154 0.57 0.55 0.58 59 65240 45 4 38 3 48
ASE_00155 0.50 0.48 0.52 68 93396 69 10 54 5 74
ASE_00163 0.64 0.63 0.66 59 53211 43 4 27 12 34
ASE_00165 0.64 0.60 0.67 61 52884 31 5 25 1 40
ASE_00168 0.31 0.38 0.25 24 60631 88 24 47 17 40
ASE_00169 0.49 0.48 0.52 51 57192 52 6 42 4 56
ASE_00170 0.70 0.68 0.72 63 48740 27 2 23 2 30
ASE_00171 0.70 0.69 0.71 65 48425 28 5 21 2 29
ASE_00172 0.62 0.61 0.63 65 58893 41 8 30 3 41
ASE_00174 0.59 0.57 0.62 62 60975 42 6 32 4 47
ASE_00175 0.59 0.59 0.59 63 59925 45 7 36 2 44
ASE_00176 0.60 0.55 0.64 61 59936 38 5 29 4 49
ASE_00179 0.64 0.65 0.62 55 44164 35 7 27 1 29
ASE_00180 0.71 0.69 0.74 69 51267 31 2 22 7 31
ASE_00181 0.54 0.53 0.55 56 57528 52 3 43 6 50
ASE_00182 0.60 0.58 0.62 79 84128 49 6 42 1 57
ASE_00185 0.72 0.70 0.74 89 73416 38 6 25 7 39
ASE_00186 0.73 0.69 0.78 91 78887 30 3 22 5 41
ASE_00187 0.50 0.48 0.51 55 68528 58 7 45 6 60
ASE_00190 0.49 0.46 0.52 41 45372 44 7 31 6 49
ASE_00192 0.40 0.38 0.42 50 84547 75 6 63 6 83
ASE_00196 0.76 0.75 0.77 56 31553 21 2 15 4 19
ASE_00197 0.49 0.46 0.52 67 89123 66 4 59 3 78
ASE_00203 0.70 0.69 0.72 66 46573 26 7 19 0 30
ASE_00209 0.29 0.28 0.30 25 42989 57 4 53 0 63
ASE_00210 0.61 0.62 0.60 40 27194 28 6 21 1 25
ASE_00212 0.70 0.67 0.74 99 93827 39 3 32 4 49
ASE_00213 0.72 0.71 0.73 47 27197 18 3 14 1 19
ASE_00214 0.72 0.72 0.73 74 56178 36 4 24 8 29
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.67 0.68 0.66 56 39255 31 9 20 2 26
ASE_00217 0.40 0.37 0.45 33 40396 48 3 38 7 57
ASE_00221 0.49 0.45 0.54 53 64522 48 3 42 3 64
ASE_00222 0.56 0.55 0.56 87 111947 68 8 59 1 70
ASE_00227 0.25 0.23 0.27 31 78888 84 6 78 0 102
ASE_00228 0.52 0.53 0.50 46 46879 46 14 32 0 40
ASE_00229 0.61 0.61 0.62 53 42400 33 8 25 0 34
ASE_00231 0.65 0.65 0.65 62 47800 33 5 28 0 34
ASE_00232 0.63 0.64 0.61 54 38415 37 10 24 3 30
ASE_00234 0.58 0.53 0.62 69 75355 47 3 39 5 60
ASE_00237 0.00 0.00 0.00 0 45676 92 25 52 15 56
ASE_00238 0.59 0.59 0.60 67 64150 50 2 42 6 47
ASE_00240 0.58 0.56 0.60 52 46578 44 4 31 9 41
ASE_00241 0.49 0.49 0.49 43 43868 47 7 38 2 44
ASE_00246 0.30 0.33 0.27 22 48123 71 17 43 11 45
ASE_00247 0.18 0.19 0.17 12 54213 88 15 45 28 52
ASE_00252 0.54 0.52 0.56 88 115284 71 5 63 3 80
ASE_00254 0.49 0.46 0.52 38 36783 39 4 31 4 44
ASE_00255 0.64 0.62 0.66 80 74570 45 7 34 4 50
ASE_00257 0.55 0.55 0.55 53 50944 47 4 39 4 44
ASE_00263 0.62 0.63 0.62 76 70377 49 5 42 2 44
ASE_00264 0.84 0.79 0.90 79 49053 24 0 9 15 21
ASE_00267 0.32 0.31 0.34 27 45070 62 5 48 9 61
ASE_00270 0.76 0.73 0.80 94 72272 29 4 20 5 34
ASE_00274 0.45 0.44 0.46 45 55513 54 10 43 1 58
ASE_00277 0.38 0.38 0.38 35 48112 61 9 49 3 56
ASE_00279 0.68 0.66 0.71 67 53206 35 3 25 7 34
ASE_00280 0.36 0.36 0.37 35 51909 65 4 55 6 63
ASE_00282 0.56 0.55 0.57 70 77693 58 5 47 6 57
ASE_00283 0.75 0.73 0.77 78 61675 30 3 20 7 29
ASE_00284 0.62 0.60 0.64 65 58210 44 4 32 8 43
ASE_00285 0.75 0.70 0.80 86 68899 28 3 18 7 36
ASE_00286 0.43 0.42 0.43 39 46574 63 5 47 11 53
ASE_00287 0.59 0.55 0.63 57 54856 39 2 31 6 46
ASE_00288 0.47 0.45 0.48 42 45969 48 6 39 3 51
ASE_00289 0.66 0.62 0.70 97 100886 45 4 38 3 60
ASE_00292 0.62 0.58 0.66 80 81689 43 2 39 2 58
ASE_00294 0.74 0.68 0.80 117 114335 32 2 27 3 54
ASE_00295 0.63 0.60 0.66 79 73801 42 8 32 2 52
ASE_00296 0.25 0.24 0.27 35 91676 98 8 87 3 110
ASE_00297 0.50 0.50 0.51 49 52878 53 4 44 5 49
ASE_00298 0.28 0.27 0.29 31 67420 79 9 68 2 82
ASE_00299 0.49 0.48 0.51 48 49361 54 5 41 8 52
ASE_00313 0.72 0.71 0.74 63 62396 45 4 18 23 26
ASE_00328 0.40 0.41 0.40 46 72656 75 3 66 6 66
ASE_00330 0.72 0.71 0.74 64 56193 44 3 20 21 26
ASE_00332 0.56 0.54 0.59 75 81682 55 2 51 2 63
ASE_00337 0.52 0.54 0.51 38 39265 50 6 31 13 33
ASE_00338 0.67 0.63 0.72 62 66344 41 4 20 17 36
ASE_00340 0.76 0.73 0.78 62 45977 26 6 11 9 23
ASE_00342 0.57 0.54 0.60 62 62378 41 5 36 0 53
ASE_00343 0.34 0.35 0.34 39 83321 88 9 67 12 74
ASE_00346 0.31 0.30 0.32 29 48114 65 7 55 3 68
ASE_00359 0.49 0.49 0.49 39 42698 49 3 38 8 41
ASE_00361 0.51 0.49 0.53 62 75349 59 7 48 4 65
ASE_00362 0.61 0.60 0.61 55 48115 39 6 29 4 36
ASE_00363 0.53 0.54 0.53 51 51263 47 5 41 1 43
ASE_00364 0.42 0.42 0.43 44 54182 63 4 55 4 61
ASE_00366 0.54 0.56 0.53 55 58549 52 10 39 3 43
ASE_00367 0.28 0.29 0.27 25 42979 68 8 59 1 61
ASE_00369 0.56 0.55 0.58 59 55843 44 4 39 1 48
ASE_00370 0.63 0.63 0.62 53 41820 33 7 25 1 31
ASE_00372 0.63 0.62 0.65 62 51907 39 6 28 5 38
ASE_00374 0.53 0.52 0.54 46 44765 40 8 31 1 42
ASE_00375 0.70 0.66 0.74 73 60280 31 1 24 6 37
ASE_00376 0.48 0.46 0.50 48 56857 52 4 44 4 57
ASE_00379 0.57 0.55 0.60 49 45974 41 3 30 8 40
ASE_00380 0.57 0.55 0.59 54 54854 41 2 36 3 45
ASE_00382 0.49 0.49 0.50 41 41823 45 6 35 4 43
ASE_00383 0.58 0.55 0.62 58 54521 40 3 33 4 47
ASE_00384 0.41 0.39 0.43 36 48432 58 2 46 10 56
ASE_00385 0.42 0.43 0.41 35 41819 53 6 45 2 46
ASE_00386 0.65 0.65 0.65 62 50307 41 3 31 7 34
ASE_00387 0.43 0.43 0.43 45 55841 59 6 53 0 59
ASE_00388 0.43 0.42 0.44 37 45669 53 3 44 6 52
ASE_00390 0.44 0.42 0.47 36 42118 52 6 35 11 49
ASE_00393 0.37 0.35 0.39 33 47811 58 2 49 7 60
ASE_00394 0.69 0.68 0.70 63 46881 29 5 22 2 30
ASE_00395 0.65 0.63 0.68 53 41538 35 1 24 10 31
ASE_00396 0.16 0.16 0.16 13 41535 71 2 66 3 70
ASE_00397 0.54 0.54 0.54 57 54510 51 4 44 3 48
ASE_00398 0.61 0.58 0.65 60 55852 37 1 32 4 44
ASE_00400 0.53 0.53 0.54 56 57866 51 7 41 3 50
ASE_00401 0.52 0.53 0.51 67 76897 65 13 51 1 59
ASE_00402 0.41 0.40 0.43 34 42406 52 7 39 6 51
ASE_00403 0.44 0.42 0.47 45 55849 55 4 47 4 62
ASE_00404 0.55 0.54 0.57 46 42990 43 0 35 8 39
ASE_00411 0.35 0.35 0.35 31 49366 63 7 51 5 58
ASE_00413 0.55 0.58 0.52 47 44461 44 13 30 1 34
ASE_00415 0.51 0.51 0.51 53 54843 53 7 43 3 50
ASE_00416 0.65 0.61 0.68 78 77307 43 0 36 7 49
ASE_00417 0.36 0.37 0.35 37 54508 73 10 60 3 63
ASE_00418 0.20 0.21 0.20 16 38701 67 12 52 3 59
ASE_00419 0.75 0.73 0.78 75 54850 26 5 16 5 28
ASE_00422 0.44 0.44 0.45 41 46880 56 5 45 6 53
ASE_00426 0.28 0.28 0.28 30 60967 78 7 71 0 78
ASE_00428 0.51 0.50 0.53 62 76520 58 5 49 4 63
ASE_00430 0.64 0.63 0.66 61 46878 39 5 27 7 36
ASE_00431 0.53 0.49 0.56 47 46276 41 6 31 4 48
ASE_00434 0.61 0.60 0.62 66 68159 48 7 33 8 44
ASE_00437 0.42 0.39 0.46 53 79285 64 4 59 1 82
ASE_00438 0.46 0.43 0.50 50 65965 52 3 48 1 66
ASE_00441 0.77 0.72 0.83 81 64163 30 1 16 13 31
ASE_00447 0.47 0.45 0.50 52 60274 55 1 51 3 64
ASE_00448 0.22 0.22 0.23 25 64150 91 6 80 5 87
ASE_00451 0.61 0.57 0.66 71 70768 40 2 35 3 54
CRW_00013 0.22 0.22 0.22 25 103625 113 13 77 23 90
CRW_00016 0.65 0.62 0.69 74 77313 47 5 29 13 46
CRW_00610 0.42 0.42 0.43 34 36235 46 6 40 0 47
CRW_00613 0.46 0.42 0.51 33 34915 41 2 30 9 45
CRW_00614 0.07 0.09 0.06 5 121689 141 24 53 64 52
CRW_00619 0.38 0.42 0.34 31 164933 138 25 36 77 42
CRW_00620 0.16 0.21 0.12 13 150869 161 32 61 68 50
CRW_00621 0.10 0.10 0.10 7 153108 157 13 53 91 64
CRW_00623 0.30 0.29 0.32 24 129719 123 11 41 71 59
CRW_00633 0.45 0.44 0.47 47 63445 58 10 44 4 59
CRW_00670 0.77 0.74 0.81 89 70015 26 0 21 5 31
CRW_00671 0.66 0.64 0.68 75 62725 41 8 27 6 42
CRW_00672 0.74 0.73 0.74 81 72281 36 10 18 8 30
CRW_00674 0.55 0.55 0.55 68 83312 61 8 48 5 56
CRW_00676 0.54 0.56 0.52 64 93406 75 17 41 17 51
CRW_00692 0.57 0.57 0.57 51 68545 54 15 24 15 39
PDB_00827 0.67 0.59 0.76 48 26965 16 0 15 1 33
PDB_00919 0.50 0.47 0.53 48 44163 45 3 39 3 55
RFA_00597 0.51 0.51 0.51 56 97794 82 5 48 29 53
RFA_00599 0.67 0.70 0.64 78 101353 66 16 28 22 33
RFA_00601 0.09 0.11 0.08 12 99092 139 35 96 8 102
RFA_00602 0.50 0.53 0.47 62 101344 91 18 51 22 54

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