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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MXScarna(seed) Afold
MCC 0.591 > 0.531
Average MCC ± 95% Confidence Intervals 0.578 ± 0.025 > 0.526 ± 0.020
Sensitivity 0.469 < 0.518
Positive Predictive Value 0.746 > 0.545
Total TP 11466 < 12673
Total TN 14536745 > 14528884
Total FP 4778 < 12243
Total FP CONTRA 509 < 1399
Total FP INCONS 3405 < 9169
Total FP COMP 864 < 1675
Total FN 12977 > 11770
P-value 3.56938820447e-08

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 11466
Total TN 14536745
Total FP 4778
Total FP CONTRA 509
Total FP INCONS 3405
Total FP COMP 864
Total FN 12977
Total Scores
MCC 0.591
Average MCC ± 95% Confidence Intervals 0.578 ± 0.025
Sensitivity 0.469
Positive Predictive Value 0.746
Nr of predictions 235

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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_00001 0.67 0.51 0.88 38 34148 6 0 5 1 37
ASE_00002 0.68 0.53 0.87 39 35466 7 1 5 1 34
ASE_00004 0.52 0.41 0.65 40 47833 24 4 18 2 57
ASE_00005 0.72 0.57 0.92 67 57897 8 2 4 2 50
ASE_00006 0.51 0.41 0.63 38 47526 25 3 19 3 55
ASE_00007 0.82 0.75 0.90 83 59593 12 4 5 3 27
ASE_00009 0.68 0.57 0.81 38 26059 10 1 8 1 29
ASE_00012 0.64 0.55 0.75 68 73829 26 4 19 3 55
ASE_00014 0.67 0.52 0.87 55 54222 9 0 8 1 51
ASE_00017 0.49 0.41 0.59 26 50996 36 2 16 18 38
ASE_00020 0.50 0.36 0.71 45 73857 21 6 12 3 81
ASE_00021 0.49 0.36 0.66 57 104110 34 4 25 5 103
ASE_00023 0.27 0.20 0.37 25 84188 47 2 40 5 102
ASE_00028 0.69 0.60 0.78 76 84569 29 5 16 8 50
ASE_00029 0.24 0.18 0.32 22 82960 50 6 40 4 100
ASE_00030 0.65 0.46 0.91 67 85417 9 3 4 2 78
ASE_00032 0.20 0.15 0.28 18 80135 55 0 47 8 100
ASE_00033 0.77 0.67 0.89 81 64889 14 3 7 4 40
ASE_00036 0.60 0.50 0.73 66 75764 28 3 22 3 66
ASE_00037 0.86 0.79 0.94 87 59247 9 2 4 3 23
ASE_00038 0.69 0.56 0.84 57 53560 14 1 10 3 44
ASE_00040 0.69 0.59 0.80 78 78906 22 4 15 3 55
ASE_00041 0.80 0.72 0.90 78 57543 12 2 7 3 30
ASE_00042 0.68 0.52 0.87 76 90013 14 1 10 3 69
ASE_00044 0.85 0.78 0.93 82 54527 9 3 3 3 23
ASE_00046 0.76 0.66 0.87 68 50325 13 1 9 3 35
ASE_00047 0.74 0.60 0.92 78 74220 8 2 5 1 52
ASE_00053 0.60 0.47 0.76 63 79318 24 4 16 4 70
ASE_00064 0.82 0.71 0.94 63 45384 7 1 3 3 26
ASE_00066 0.71 0.57 0.88 74 72306 11 3 7 1 56
ASE_00068 0.67 0.52 0.88 44 37625 8 1 5 2 41
ASE_00074 0.81 0.70 0.94 83 67808 9 2 3 4 36
ASE_00075 0.49 0.35 0.69 56 108730 31 3 22 6 106
ASE_00076 0.42 0.32 0.55 38 68196 33 2 29 2 80
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_00079 0.41 0.33 0.52 33 55548 32 1 29 2 67
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_00090 0.66 0.54 0.81 55 55543 16 2 11 3 46
ASE_00092 0.56 0.43 0.73 49 63479 21 2 16 3 64
ASE_00096 0.41 0.30 0.55 35 63482 31 1 28 2 80
ASE_00104 0.82 0.73 0.93 87 64167 10 2 5 3 32
ASE_00111 0.68 0.54 0.86 31 50050 23 0 5 18 26
ASE_00112 0.32 0.25 0.42 29 75397 42 7 33 2 87
ASE_00115 0.54 0.43 0.68 43 54552 23 1 19 3 58
ASE_00116 0.35 0.27 0.46 18 31587 22 1 20 1 48
ASE_00118 0.39 0.30 0.50 31 60664 34 3 28 3 71
ASE_00119 0.30 0.24 0.38 26 62767 43 2 40 1 82
ASE_00120 0.72 0.57 0.92 54 46912 7 0 5 2 40
ASE_00121 0.77 0.63 0.94 58 45088 5 0 4 1 34
ASE_00122 0.66 0.58 0.75 51 43297 20 1 16 3 37
ASE_00123 0.67 0.53 0.85 45 38450 10 2 6 2 40
ASE_00125 0.68 0.51 0.90 45 39290 7 1 4 2 43
ASE_00128 0.66 0.54 0.82 54 53235 15 1 11 3 46
ASE_00129 0.68 0.53 0.88 59 62768 11 1 7 3 52
ASE_00131 0.63 0.47 0.83 40 39292 10 1 7 2 45
ASE_00132 0.48 0.40 0.57 38 50336 31 4 25 2 57
ASE_00134 0.73 0.62 0.86 59 50334 13 1 9 3 36
ASE_00135 0.40 0.32 0.51 35 63121 35 4 30 1 74
ASE_00136 0.78 0.67 0.91 62 48137 9 1 5 3 30
ASE_00137 0.53 0.43 0.66 42 48452 25 2 20 3 56
ASE_00138 0.73 0.63 0.85 51 40410 13 3 6 4 30
ASE_00139 0.48 0.35 0.67 36 54231 19 0 18 1 68
ASE_00140 0.47 0.34 0.65 42 70811 26 3 20 3 83
ASE_00145 0.58 0.40 0.85 44 70073 9 0 8 1 67
ASE_00146 0.78 0.66 0.92 82 70787 10 2 5 3 42
ASE_00148 0.47 0.28 0.80 43 112521 12 0 11 1 111
ASE_00151 0.79 0.71 0.88 70 51923 13 7 3 3 28
ASE_00153 0.60 0.48 0.76 35 57584 26 0 11 15 38
ASE_00154 0.61 0.50 0.76 53 65271 18 4 13 1 54
ASE_00155 0.54 0.35 0.83 50 93468 12 0 10 2 92
ASE_00163 0.79 0.70 0.89 65 53228 11 2 6 3 28
ASE_00165 0.56 0.43 0.74 43 52917 19 1 14 4 58
ASE_00168 0.59 0.48 0.72 31 60683 27 0 12 15 33
ASE_00169 0.47 0.34 0.65 36 57236 22 1 18 3 71
ASE_00170 0.71 0.62 0.82 58 48757 16 2 11 3 35
ASE_00171 0.59 0.49 0.71 46 48451 22 1 18 3 48
ASE_00172 0.59 0.46 0.75 49 58931 19 4 12 3 57
ASE_00174 0.54 0.42 0.69 46 61008 24 3 18 3 63
ASE_00175 0.71 0.55 0.91 59 59966 9 1 5 3 48
ASE_00176 0.46 0.35 0.60 38 59968 27 1 24 2 72
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_00181 0.59 0.45 0.76 48 57567 19 3 12 4 58
ASE_00182 0.35 0.24 0.51 33 84190 33 3 29 1 103
ASE_00183 0.65 0.52 0.81 59 61352 17 0 14 3 54
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_00187 0.58 0.43 0.78 49 68572 17 1 13 3 66
ASE_00190 0.53 0.42 0.67 38 45394 23 5 14 4 52
ASE_00192 0.29 0.23 0.38 30 84588 51 6 42 3 103
ASE_00196 0.66 0.52 0.85 39 31580 9 0 7 2 36
ASE_00197 0.67 0.55 0.82 80 89156 20 2 15 3 65
ASE_00198 0.75 0.61 0.93 62 52583 8 1 4 3 40
ASE_00203 0.56 0.47 0.68 45 46599 24 1 20 3 51
ASE_00209 0.77 0.65 0.92 57 43009 7 0 5 2 31
ASE_00210 0.69 0.54 0.90 35 27222 5 0 4 1 30
ASE_00212 0.67 0.54 0.82 80 93864 20 2 15 3 68
ASE_00213 0.65 0.48 0.86 32 27224 6 0 5 1 34
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_00216 0.69 0.59 0.81 48 39281 14 3 8 3 34
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_00222 0.47 0.27 0.82 42 112050 10 0 9 1 115
ASE_00227 0.28 0.21 0.38 28 78930 47 1 44 2 105
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_00231 0.49 0.40 0.60 38 47832 27 5 20 2 58
ASE_00232 0.63 0.57 0.71 48 38435 23 4 16 3 36
ASE_00234 0.23 0.17 0.32 22 75398 48 3 43 2 107
ASE_00237 0.56 0.48 0.66 27 45712 30 2 12 16 29
ASE_00238 0.54 0.39 0.76 44 64203 17 3 11 3 70
ASE_00240 0.61 0.49 0.74 46 46603 19 1 15 3 47
ASE_00241 0.80 0.72 0.89 63 43885 11 2 6 3 24
ASE_00246 0.60 0.48 0.74 32 48162 25 0 11 14 35
ASE_00247 0.59 0.48 0.72 31 54242 28 0 12 16 33
ASE_00252 0.47 0.35 0.64 58 115350 37 4 28 5 110
ASE_00254 0.67 0.59 0.77 48 36794 17 1 13 3 34
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_00263 0.52 0.39 0.68 47 70431 25 3 19 3 73
ASE_00264 0.28 0.14 0.56 14 49116 15 0 11 4 86
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_00274 0.60 0.48 0.77 49 55547 18 1 14 3 54
ASE_00277 0.60 0.48 0.75 44 48146 19 1 14 4 47
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_00282 0.48 0.35 0.65 45 77746 26 3 21 2 82
ASE_00283 0.68 0.56 0.82 60 61703 16 2 11 3 47
ASE_00284 0.67 0.54 0.84 58 58242 14 2 9 3 50
ASE_00285 0.51 0.40 0.64 49 68930 30 2 25 3 73
ASE_00286 0.68 0.58 0.82 53 46600 15 1 11 3 39
ASE_00287 0.67 0.54 0.84 56 54879 14 2 9 3 47
ASE_00288 0.64 0.54 0.77 50 45991 18 2 13 3 43
ASE_00289 0.54 0.42 0.70 66 100931 31 3 25 3 91
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_00295 0.76 0.63 0.92 82 73831 10 2 5 3 49
ASE_00296 0.68 0.54 0.87 78 91716 15 3 9 3 67
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_00299 0.32 0.24 0.42 24 49398 34 1 32 1 76
ASE_00313 0.39 0.20 0.75 18 62457 17 0 6 11 71
ASE_00328 0.73 0.66 0.80 74 72679 31 5 13 13 38
ASE_00330 0.28 0.17 0.47 15 56248 24 0 17 7 75
ASE_00332 0.74 0.63 0.88 87 81711 15 2 10 3 51
ASE_00337 0.35 0.24 0.50 17 39306 24 2 15 7 54
ASE_00338 0.31 0.19 0.50 19 66392 21 2 17 2 79
ASE_00340 0.51 0.45 0.59 38 45992 31 3 23 5 47
ASE_00342 0.81 0.72 0.91 83 62390 11 3 5 3 32
ASE_00343 0.27 0.20 0.35 23 83371 49 4 38 7 90
ASE_00346 0.61 0.49 0.75 48 48141 18 2 14 2 49
ASE_00359 0.37 0.26 0.51 21 42737 24 1 19 4 59
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_00369 0.71 0.58 0.86 62 55873 13 1 9 3 45
ASE_00370 0.81 0.71 0.92 60 41840 8 1 4 3 24
ASE_00372 0.57 0.45 0.71 45 51940 21 2 16 3 55
ASE_00374 0.79 0.68 0.91 60 44784 9 2 4 3 28
ASE_00375 0.50 0.39 0.64 43 60311 26 1 23 2 67
ASE_00376 0.65 0.55 0.76 58 56877 21 2 16 3 47
ASE_00379 0.76 0.66 0.87 59 45988 12 2 7 3 30
ASE_00380 0.51 0.40 0.65 40 54884 24 1 21 2 59
ASE_00382 0.79 0.71 0.88 60 41837 11 2 6 3 24
ASE_00383 0.78 0.67 0.91 70 54538 10 2 5 3 35
ASE_00384 0.72 0.61 0.85 56 48450 13 1 9 3 36
ASE_00385 0.55 0.47 0.64 38 41846 24 3 18 3 43
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_00401 0.55 0.40 0.76 51 76961 19 0 16 3 75
ASE_00402 0.83 0.74 0.94 63 42419 7 1 3 3 22
ASE_00403 0.71 0.57 0.90 61 55877 10 1 6 3 46
ASE_00404 0.78 0.67 0.90 57 43008 10 2 4 4 28
ASE_00411 0.59 0.48 0.72 43 49395 20 2 15 3 46
ASE_00413 0.68 0.57 0.82 46 44495 14 1 9 4 35
ASE_00415 0.39 0.31 0.48 32 54880 36 3 31 2 71
ASE_00416 0.69 0.60 0.80 76 77326 23 3 16 4 51
ASE_00417 0.78 0.63 0.95 63 54549 5 0 3 2 37
ASE_00418 0.71 0.55 0.91 41 38736 6 0 4 2 34
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_00426 0.42 0.36 0.48 39 60994 42 3 39 0 69
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_00431 0.27 0.22 0.34 21 46299 40 8 32 0 74
ASE_00434 0.62 0.55 0.71 60 68180 34 5 20 9 50
ASE_00437 0.58 0.50 0.69 67 79304 33 2 28 3 68
ASE_00438 0.41 0.32 0.54 37 65997 33 6 26 1 79
ASE_00441 0.32 0.24 0.43 27 64198 40 4 32 4 85
ASE_00447 0.80 0.72 0.90 83 60286 12 2 7 3 33
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
CRW_00013 0.33 0.21 0.53 24 103695 23 4 17 2 91
CRW_00016 0.31 0.19 0.51 23 77376 24 7 15 2 97
CRW_00610 0.16 0.09 0.32 7 36293 15 1 14 0 74
CRW_00613 0.00 0.00 0.00 0 34956 24 7 17 0 78
CRW_00614 0.00 0.00 0.00 0 121749 22 4 18 0 57
CRW_00619 0.00 0.00 0.00 0 165006 19 2 17 0 73
CRW_00620 0.00 0.00 0.00 0 150963 16 0 12 4 63
CRW_00621 0.00 0.00 0.00 0 153149 34 7 25 2 71
CRW_00623 0.00 0.00 0.00 0 129785 17 1 9 7 83
CRW_00633 0.45 0.27 0.74 29 63507 14 0 10 4 77
CRW_00670 0.47 0.26 0.86 31 70089 7 0 5 2 89
CRW_00671 0.56 0.37 0.84 43 62784 10 0 8 2 74
CRW_00672 0.43 0.28 0.67 31 72344 17 0 15 2 80
CRW_00674 0.22 0.14 0.37 17 83390 29 5 24 0 107
CRW_00676 0.03 0.02 0.07 2 93500 31 4 22 5 113
CRW_00692 0.03 0.01 0.06 1 68619 22 0 15 7 89
PDB_00827 0.00 0.00 0.00 0 27011 17 1 16 0 81
PDB_00919 0.27 0.21 0.35 22 44191 40 3 37 0 81
RFA_00597 0.71 0.66 0.76 72 97808 43 8 15 20 37
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
TMR_00603 0.78 0.70 0.88 30 60344 30 0 4 26 13

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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 12673
Total TN 14528884
Total FP 12243
Total FP CONTRA 1399
Total FP INCONS 9169
Total FP COMP 1675
Total FN 11770
Total Scores
MCC 0.531
Average MCC ± 95% Confidence Intervals 0.526 ± 0.020
Sensitivity 0.518
Positive Predictive Value 0.545
Nr of predictions 235

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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_00183 0.71 0.70 0.72 79 61316 35 2 28 5 34
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_00198 0.61 0.59 0.64 60 52556 40 6 28 6 42
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
TMR_00603 0.54 0.56 0.52 24 60332 82 7 15 60 19

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