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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of RNAalifold(20) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for RNAalifold(20) & Multilign(20) [.zip] - may take several seconds...


Overview

Metric RNAalifold(20) Multilign(20)
MCC 0.659 > 0.649
Average MCC ± 95% Confidence Intervals 0.661 ± 0.014 > 0.651 ± 0.017
Sensitivity 0.531 < 0.590
Positive Predictive Value 0.819 > 0.717
Total TP 10592 < 11762
Total TN 11484610 > 11481126
Total FP 2615 < 5457
Total FP CONTRA 455 < 614
Total FP INCONS 1879 < 4034
Total FP COMP 281 < 809
Total FN 9360 > 8190
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of RNAalifold(20) and Multilign(20). Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for RNAalifold(20) and Multilign(20)).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for RNAalifold(20) and Multilign(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAalifold(20) and Multilign(20). The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for RNAalifold(20) and Multilign(20)).

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Performance of RNAalifold(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 10592
Total TN 11484610
Total FP 2615
Total FP CONTRA 455
Total FP INCONS 1879
Total FP COMP 281
Total FN 9360
Total Scores
MCC 0.659
Average MCC ± 95% Confidence Intervals 0.661 ± 0.014
Sensitivity 0.531
Positive Predictive Value 0.819
Nr of predictions 191

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.64 0.49 0.85 57 57903 10 1 9 0 60
ASE_00006 0.68 0.56 0.83 52 47523 12 0 11 1 41
ASE_00007 0.75 0.63 0.90 69 59608 8 1 7 0 41
ASE_00012 0.55 0.45 0.68 55 73839 30 1 25 4 68
ASE_00018 0.74 0.60 0.91 80 80513 8 3 5 0 54
ASE_00020 0.49 0.35 0.70 44 73857 20 7 12 1 82
ASE_00021 0.54 0.41 0.73 65 104107 28 4 20 4 95
ASE_00035 0.67 0.54 0.83 64 70423 19 2 11 6 54
ASE_00037 0.72 0.62 0.83 68 59258 18 0 14 4 42
ASE_00038 0.65 0.51 0.81 52 53564 12 1 11 0 49
ASE_00040 0.69 0.55 0.86 73 78918 13 1 11 1 60
ASE_00041 0.73 0.65 0.82 70 57545 15 0 15 0 38
ASE_00042 0.52 0.39 0.70 57 90018 25 1 24 0 88
ASE_00044 0.74 0.63 0.88 66 54540 9 1 8 0 39
ASE_00064 0.72 0.61 0.84 54 45387 13 0 10 3 35
ASE_00068 0.73 0.55 0.96 47 37626 2 2 0 0 38
ASE_00074 0.72 0.61 0.86 72 67812 14 0 12 2 47
ASE_00075 0.55 0.40 0.76 65 108725 27 3 18 6 97
ASE_00077 0.79 0.65 0.97 56 45092 5 1 1 3 30
ASE_00078 0.77 0.70 0.84 58 43002 11 3 8 0 25
ASE_00080 0.43 0.32 0.59 39 71565 27 3 24 0 84
ASE_00081 0.72 0.56 0.93 54 49712 4 0 4 0 43
ASE_00082 0.49 0.34 0.72 39 70446 21 1 14 6 77
ASE_00083 0.77 0.62 0.96 68 62410 4 2 1 1 42
ASE_00084 0.61 0.51 0.75 50 53561 17 4 13 0 49
ASE_00087 0.64 0.44 0.93 64 88341 5 0 5 0 80
ASE_00090 0.72 0.55 0.93 56 55551 4 0 4 0 45
ASE_00092 0.73 0.58 0.93 65 63476 6 1 4 1 48
ASE_00099 0.76 0.64 0.90 77 64534 11 0 9 2 43
ASE_00104 0.66 0.54 0.81 64 64182 15 2 13 0 55
ASE_00105 0.62 0.49 0.78 54 64192 18 2 13 3 57
ASE_00107 0.72 0.58 0.90 74 73071 8 0 8 0 53
ASE_00115 0.73 0.60 0.88 61 54546 12 1 7 4 40
ASE_00118 0.58 0.44 0.78 45 60668 14 4 9 1 57
ASE_00119 0.57 0.41 0.80 44 62780 11 3 8 0 64
ASE_00123 0.67 0.54 0.84 46 38448 9 2 7 0 39
ASE_00126 0.81 0.71 0.94 58 40408 4 0 4 0 24
ASE_00128 0.74 0.60 0.91 60 53235 6 0 6 0 40
ASE_00129 0.65 0.49 0.86 54 62772 9 3 6 0 57
ASE_00131 0.62 0.48 0.80 41 39289 10 3 7 0 44
ASE_00134 0.64 0.52 0.80 49 50342 12 3 9 0 46
ASE_00135 0.49 0.38 0.63 41 63125 24 1 23 0 68
ASE_00136 0.80 0.67 0.95 62 48140 3 2 1 0 30
ASE_00137 0.62 0.45 0.85 44 48464 9 2 6 1 54
ASE_00138 0.71 0.62 0.81 50 40408 15 0 12 3 31
ASE_00140 0.69 0.51 0.93 64 70807 5 1 4 0 61
ASE_00142 0.70 0.58 0.84 71 67076 16 0 14 2 51
ASE_00146 0.78 0.67 0.91 83 70785 11 1 7 3 41
ASE_00153 0.41 0.34 0.50 25 57580 28 1 24 3 48
ASE_00163 0.64 0.52 0.79 48 53240 13 4 9 0 45
ASE_00165 0.66 0.48 0.91 48 52922 6 1 4 1 53
ASE_00170 0.62 0.53 0.74 49 48762 18 4 13 1 44
ASE_00171 0.60 0.46 0.80 43 48462 11 4 7 0 51
ASE_00172 0.80 0.67 0.95 71 58921 7 3 1 3 35
ASE_00174 0.56 0.41 0.75 45 61015 15 2 13 0 64
ASE_00175 0.61 0.50 0.74 54 59958 19 3 16 0 53
ASE_00179 0.78 0.68 0.90 57 44190 6 2 4 0 27
ASE_00180 0.66 0.53 0.82 53 51295 12 4 8 0 47
ASE_00181 0.58 0.42 0.80 45 57574 12 3 8 1 61
ASE_00182 0.44 0.29 0.68 39 84198 18 4 14 0 97
ASE_00183 0.55 0.39 0.79 44 61369 12 4 8 0 69
ASE_00184 0.65 0.50 0.84 51 54554 10 3 7 0 51
ASE_00185 0.70 0.51 0.97 65 73469 2 1 1 0 63
ASE_00190 0.64 0.52 0.78 47 45391 17 0 13 4 43
ASE_00197 0.50 0.37 0.69 53 89176 24 0 24 0 92
ASE_00198 0.68 0.54 0.86 55 52586 9 1 8 0 47
ASE_00203 0.65 0.51 0.83 49 46606 10 2 8 0 47
ASE_00212 0.64 0.49 0.84 73 93874 17 0 14 3 75
ASE_00214 0.69 0.51 0.93 53 56223 5 0 4 1 50
ASE_00215 0.69 0.49 0.96 49 48465 2 2 0 0 50
ASE_00216 0.77 0.61 0.96 50 39288 3 0 2 1 32
ASE_00217 0.78 0.67 0.91 60 40404 7 2 4 1 30
ASE_00221 0.78 0.68 0.89 80 64530 10 1 9 0 37
ASE_00228 0.70 0.62 0.79 53 46904 15 5 9 1 33
ASE_00229 0.74 0.61 0.90 53 42427 8 0 6 2 34
ASE_00231 0.59 0.46 0.76 44 47837 18 0 14 4 52
ASE_00232 0.78 0.65 0.93 55 38444 4 0 4 0 29
ASE_00234 0.50 0.32 0.77 41 75413 12 3 9 0 88
ASE_00238 0.59 0.46 0.78 52 64194 16 0 15 1 62
ASE_00241 0.70 0.60 0.83 52 43893 14 3 8 3 35
ASE_00242 0.73 0.62 0.87 69 60996 11 1 9 1 43
ASE_00254 0.79 0.68 0.92 56 36795 6 0 5 1 26
ASE_00257 0.62 0.52 0.75 50 50973 17 3 14 0 47
ASE_00263 0.61 0.44 0.85 53 70438 9 1 8 0 67
ASE_00267 0.82 0.75 0.89 66 45076 9 3 5 1 22
ASE_00270 0.30 0.18 0.50 23 72344 25 1 22 2 105
ASE_00274 0.50 0.36 0.69 37 55557 17 5 12 0 66
ASE_00277 0.48 0.37 0.62 34 48150 21 4 17 0 57
ASE_00279 0.74 0.60 0.91 61 53234 6 0 6 0 40
ASE_00280 0.68 0.55 0.84 54 51939 10 1 9 0 44
ASE_00281 0.87 0.76 0.99 67 44483 1 0 1 0 21
ASE_00282 0.59 0.43 0.82 54 77749 12 3 9 0 73
ASE_00283 0.65 0.51 0.83 55 61710 11 2 9 0 52
ASE_00284 0.70 0.53 0.92 57 58249 5 0 5 0 51
ASE_00285 0.63 0.48 0.84 58 68937 11 2 9 0 64
ASE_00286 0.79 0.66 0.94 61 46600 4 0 4 0 31
ASE_00287 0.63 0.48 0.84 49 54888 9 1 8 0 54
ASE_00292 0.69 0.56 0.85 77 81719 14 3 11 0 61
ASE_00294 0.64 0.47 0.87 81 114388 14 2 10 2 90
ASE_00296 0.62 0.47 0.81 68 91722 16 3 13 0 77
ASE_00297 0.69 0.52 0.93 51 52920 7 0 4 3 47
ASE_00298 0.65 0.51 0.83 58 67458 12 5 7 0 55
ASE_00328 0.71 0.64 0.77 72 72678 27 5 16 6 40
ASE_00332 0.76 0.63 0.92 87 81715 8 0 8 0 51
ASE_00340 0.65 0.55 0.76 47 45994 15 7 8 0 38
ASE_00342 0.72 0.61 0.86 70 62400 14 3 8 3 45
ASE_00353 0.65 0.50 0.84 53 57907 10 1 9 0 54
ASE_00361 0.69 0.51 0.93 65 75396 5 1 4 0 62
ASE_00362 0.75 0.63 0.90 57 48142 6 2 4 0 34
ASE_00363 0.72 0.63 0.83 59 51289 12 2 10 0 35
ASE_00364 0.55 0.39 0.77 41 54232 12 1 11 0 64
ASE_00366 0.51 0.37 0.71 36 58602 16 1 14 1 62
ASE_00367 0.78 0.65 0.93 56 43011 4 0 4 0 30
ASE_00369 0.69 0.57 0.84 61 55872 12 3 9 0 46
ASE_00370 0.66 0.51 0.84 43 41854 8 0 8 0 41
ASE_00372 0.74 0.62 0.87 62 51932 9 0 9 0 38
ASE_00374 0.74 0.59 0.93 52 44794 4 0 4 0 36
ASE_00376 0.73 0.58 0.92 61 56887 6 0 5 1 44
ASE_00377 0.73 0.59 0.90 63 57560 7 0 7 0 44
ASE_00379 0.75 0.62 0.90 55 45995 6 2 4 0 34
ASE_00382 0.70 0.60 0.82 50 41844 11 2 9 0 34
ASE_00383 0.77 0.66 0.90 69 54538 11 3 5 3 36
ASE_00384 0.74 0.59 0.93 54 48458 4 0 4 0 38
ASE_00386 0.75 0.64 0.90 61 50335 7 2 5 0 35
ASE_00387 0.74 0.61 0.90 63 55875 7 0 7 0 41
ASE_00388 0.73 0.61 0.87 54 45691 10 1 7 2 35
ASE_00390 0.73 0.60 0.88 51 42137 7 0 7 0 34
ASE_00393 0.67 0.58 0.78 54 47826 16 2 13 1 39
ASE_00394 0.68 0.56 0.83 52 46908 11 3 8 0 41
ASE_00395 0.87 0.79 0.97 66 41548 2 0 2 0 18
ASE_00396 0.74 0.63 0.88 52 41557 7 0 7 0 31
ASE_00397 0.78 0.64 0.96 67 54545 5 3 0 2 38
ASE_00398 0.63 0.48 0.82 50 55884 12 3 8 1 54
ASE_00400 0.78 0.66 0.92 70 57894 11 3 3 5 36
ASE_00401 0.54 0.37 0.81 46 76971 11 3 8 0 80
ASE_00402 0.78 0.66 0.93 56 42426 4 0 4 0 29
ASE_00403 0.69 0.51 0.93 55 55886 4 0 4 0 52
ASE_00404 0.77 0.64 0.93 54 43013 5 1 3 1 31
ASE_00406 0.69 0.56 0.84 53 48765 10 1 9 0 41
ASE_00411 0.64 0.52 0.79 46 49397 12 7 5 0 43
ASE_00412 0.61 0.49 0.76 51 58244 20 0 16 4 54
ASE_00413 0.60 0.52 0.70 42 44491 21 4 14 3 39
ASE_00415 0.55 0.40 0.76 41 54892 14 0 13 1 62
ASE_00416 0.70 0.60 0.83 76 77329 16 2 14 0 51
ASE_00419 0.56 0.40 0.79 41 54894 11 2 9 0 62
ASE_00422 0.69 0.59 0.82 55 46904 13 0 12 1 39
ASE_00423 0.70 0.61 0.80 67 56869 18 3 14 1 42
ASE_00428 0.66 0.54 0.80 68 76551 17 1 16 0 57
ASE_00430 0.69 0.57 0.83 55 46905 12 0 11 1 42
ASE_00437 0.45 0.36 0.58 48 79318 35 2 33 0 87
ASE_00441 0.55 0.38 0.80 43 64207 15 0 11 4 69
ASE_00448 0.77 0.70 0.86 78 64170 13 1 12 0 34
ASE_00451 0.70 0.56 0.86 70 70795 11 3 8 0 55
RFA_00599 0.75 0.65 0.87 72 101392 18 0 11 7 39
RFA_00601 0.75 0.66 0.85 75 99147 17 0 13 4 39
TMR_00017 0.68 0.54 0.85 55 67096 14 0 10 4 47
TMR_00018 0.62 0.53 0.72 49 64552 23 7 12 4 43
TMR_00038 0.65 0.53 0.81 58 71181 14 4 10 0 52
TMR_00042 0.68 0.53 0.87 52 62775 9 1 7 1 46
TMR_00046 0.56 0.49 0.64 47 62761 28 4 23 1 49
TMR_00048 0.64 0.52 0.80 49 64919 13 5 7 1 46
TMR_00080 0.57 0.50 0.64 48 70425 33 8 19 6 48
TMR_00082 0.59 0.50 0.69 48 67826 28 11 11 6 48
TMR_00123 0.70 0.55 0.89 56 66367 12 1 6 5 45
TMR_00137 0.56 0.48 0.66 43 61010 24 11 11 2 46
TMR_00142 0.63 0.52 0.77 53 70807 22 4 12 6 49
TMR_00207 0.66 0.54 0.81 56 72321 19 7 6 6 47
TMR_00257 0.75 0.63 0.89 62 67091 15 4 4 7 36
TMR_00271 0.48 0.37 0.63 34 64207 26 5 15 6 57
TMR_00366 0.55 0.48 0.62 48 67819 29 8 21 0 52
TMR_00378 0.49 0.41 0.59 40 67828 29 8 20 1 57
TMR_00399 0.63 0.56 0.70 53 64904 27 6 17 4 41
TMR_00404 0.56 0.47 0.68 43 67465 20 3 17 0 49
TMR_00427 0.50 0.36 0.69 35 67477 16 7 9 0 62
TMR_00443 0.73 0.63 0.86 65 67085 15 6 5 4 39
TMR_00451 0.57 0.51 0.65 45 63477 30 10 14 6 44
TMR_00458 0.54 0.46 0.64 43 63479 28 8 16 4 50
TMR_00469 0.70 0.60 0.81 60 64546 14 7 7 0 40
TMR_00472 0.65 0.56 0.75 54 64548 19 8 10 1 43
TMR_00519 0.57 0.48 0.67 46 63121 25 7 16 2 49
TMR_00520 0.53 0.43 0.65 43 63124 27 8 15 4 56
TMR_00522 0.52 0.42 0.64 41 63126 27 6 17 4 56
TMR_00528 0.54 0.47 0.62 46 63116 34 9 19 6 51
TMR_00568 0.73 0.67 0.80 66 60644 22 3 13 6 33
TMR_00571 0.75 0.69 0.83 68 60644 20 3 11 6 31
TMR_00580 0.74 0.65 0.83 65 60648 19 1 12 6 35
TMR_00584 0.75 0.68 0.83 66 60995 17 2 12 3 31
TMR_00586 0.69 0.64 0.76 62 60993 26 8 12 6 35
TMR_00616 0.64 0.55 0.76 54 67090 17 7 10 0 45
TMR_00699 0.68 0.54 0.85 55 67096 15 1 9 5 47
TMR_00702 0.54 0.43 0.68 43 67098 24 2 18 4 57

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

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

Total Base Pair Counts
Total TP 11762
Total TN 11481126
Total FP 5457
Total FP CONTRA 614
Total FP INCONS 4034
Total FP COMP 809
Total FN 8190
Total Scores
MCC 0.649
Average MCC ± 95% Confidence Intervals 0.651 ± 0.017
Sensitivity 0.590
Positive Predictive Value 0.717
Nr of predictions 191

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.73 0.66 0.82 77 57876 23 0 17 6 40
ASE_00006 0.78 0.76 0.81 71 47498 22 1 16 5 22
ASE_00007 0.70 0.63 0.78 69 59596 25 0 20 5 41
ASE_00012 0.62 0.56 0.69 69 73820 36 3 28 5 54
ASE_00018 0.75 0.67 0.84 90 80494 19 1 16 2 44
ASE_00020 0.49 0.43 0.56 54 73823 43 4 39 0 72
ASE_00021 0.62 0.51 0.75 82 104086 30 5 23 2 78
ASE_00035 0.62 0.57 0.68 67 70402 35 3 28 4 51
ASE_00037 0.56 0.49 0.64 54 59255 31 4 27 0 56
ASE_00038 0.57 0.53 0.61 54 53540 37 3 31 3 47
ASE_00040 0.69 0.62 0.75 83 78893 28 0 27 1 50
ASE_00041 0.72 0.67 0.78 72 57538 21 1 19 1 36
ASE_00042 0.50 0.41 0.61 60 90002 41 2 36 3 85
ASE_00044 0.83 0.77 0.89 81 54524 12 0 10 2 24
ASE_00064 0.76 0.67 0.86 60 45381 21 0 10 11 29
ASE_00068 0.76 0.71 0.82 60 37602 17 0 13 4 25
ASE_00074 0.82 0.78 0.87 93 67789 14 1 13 0 26
ASE_00075 0.75 0.64 0.87 104 108691 24 3 13 8 58
ASE_00077 0.61 0.55 0.67 47 45080 33 5 18 10 39
ASE_00078 0.81 0.77 0.84 64 42995 18 0 12 6 19
ASE_00080 0.52 0.48 0.57 59 71528 44 5 39 0 64
ASE_00081 0.80 0.75 0.86 73 49685 13 0 12 1 24
ASE_00082 0.58 0.53 0.63 62 70402 47 3 33 11 54
ASE_00083 0.82 0.74 0.91 81 62392 10 0 8 2 29
ASE_00084 0.60 0.55 0.67 54 53547 27 1 26 0 45
ASE_00087 0.47 0.40 0.57 57 88310 43 2 41 0 87
ASE_00090 0.52 0.46 0.60 46 55534 36 5 26 5 55
ASE_00092 0.69 0.63 0.76 71 63452 24 0 23 1 42
ASE_00099 0.81 0.76 0.86 91 64514 16 2 13 1 29
ASE_00104 0.82 0.76 0.89 90 64160 16 1 10 5 29
ASE_00105 0.53 0.49 0.58 54 64168 41 6 33 2 57
ASE_00107 0.64 0.57 0.73 72 73055 28 1 25 2 55
ASE_00115 0.72 0.61 0.84 62 54541 12 1 11 0 39
ASE_00118 0.55 0.49 0.62 50 60645 33 1 30 2 52
ASE_00119 0.55 0.50 0.61 54 62747 36 1 33 2 54
ASE_00123 0.55 0.51 0.60 43 38431 33 1 28 4 42
ASE_00126 0.70 0.70 0.71 57 40390 30 3 20 7 25
ASE_00128 0.74 0.62 0.87 62 53230 13 1 8 4 38
ASE_00129 0.69 0.63 0.75 70 62742 23 2 21 0 41
ASE_00131 0.48 0.42 0.54 36 39273 36 2 29 5 49
ASE_00134 0.71 0.67 0.74 64 50317 23 3 19 1 31
ASE_00135 0.54 0.49 0.60 53 63102 40 6 29 5 56
ASE_00136 0.83 0.78 0.89 72 48124 16 0 9 7 20
ASE_00137 0.52 0.48 0.56 47 48432 42 0 37 5 51
ASE_00138 0.79 0.73 0.87 59 40402 12 3 6 3 22
ASE_00140 0.46 0.38 0.55 48 70789 40 3 36 1 77
ASE_00142 0.72 0.67 0.78 82 67056 25 3 20 2 40
ASE_00146 0.64 0.54 0.76 67 70788 22 1 20 1 57
ASE_00153 0.38 0.37 0.39 27 57560 76 9 34 33 46
ASE_00163 0.69 0.67 0.71 62 53214 27 7 18 2 31
ASE_00165 0.54 0.49 0.60 49 52893 35 6 27 2 52
ASE_00170 0.83 0.77 0.90 72 48748 10 2 6 2 21
ASE_00171 0.88 0.80 0.96 75 48438 8 0 3 5 19
ASE_00172 0.66 0.58 0.76 61 58916 25 3 16 6 45
ASE_00174 0.53 0.45 0.63 49 60997 32 1 28 3 60
ASE_00175 0.63 0.55 0.73 59 59950 27 2 20 5 48
ASE_00179 0.76 0.69 0.84 58 44184 15 1 10 4 26
ASE_00180 0.77 0.70 0.85 70 51278 15 3 9 3 30
ASE_00181 0.67 0.63 0.71 67 57536 30 0 27 3 39
ASE_00182 0.48 0.40 0.57 55 84158 42 2 40 0 81
ASE_00183 0.70 0.63 0.77 71 61333 23 0 21 2 42
ASE_00184 0.76 0.68 0.85 69 54534 20 0 12 8 33
ASE_00185 0.42 0.38 0.47 48 73434 58 2 52 4 80
ASE_00190 0.46 0.37 0.57 33 45393 28 4 21 3 57
ASE_00197 0.42 0.36 0.50 52 89150 54 1 50 3 93
ASE_00198 0.63 0.58 0.69 59 52564 30 3 24 3 43
ASE_00203 0.56 0.52 0.61 50 46583 36 0 32 4 46
ASE_00212 0.66 0.59 0.74 88 93842 33 1 30 2 60
ASE_00214 0.83 0.79 0.87 81 56187 17 3 9 5 22
ASE_00215 0.18 0.15 0.23 15 48450 55 4 47 4 84
ASE_00216 0.71 0.67 0.74 55 39266 26 2 17 7 27
ASE_00217 0.50 0.46 0.55 41 40395 39 1 33 5 49
ASE_00221 0.65 0.56 0.74 66 64531 24 0 23 1 51
ASE_00228 0.69 0.67 0.72 58 46890 26 4 19 3 28
ASE_00229 0.60 0.57 0.63 50 42406 32 4 26 2 37
ASE_00231 0.44 0.40 0.50 38 47819 42 3 35 4 58
ASE_00232 0.81 0.81 0.81 68 38419 17 6 10 1 16
ASE_00234 0.68 0.60 0.76 78 75363 27 6 19 2 51
ASE_00238 0.50 0.45 0.55 51 64169 42 6 35 1 63
ASE_00241 0.78 0.71 0.86 62 43884 15 1 9 5 25
ASE_00242 0.72 0.66 0.80 74 60982 24 1 18 5 38
ASE_00254 0.48 0.46 0.50 38 36780 39 5 33 1 44
ASE_00257 0.70 0.64 0.78 62 50960 25 1 17 7 35
ASE_00263 0.46 0.41 0.52 49 70405 47 6 40 1 71
ASE_00267 0.75 0.68 0.82 60 45077 21 1 12 8 28
ASE_00270 0.56 0.49 0.64 63 72292 38 2 33 3 65
ASE_00274 0.59 0.51 0.67 53 55532 28 5 21 2 50
ASE_00277 0.79 0.75 0.83 68 48123 16 0 14 2 23
ASE_00279 0.78 0.73 0.82 74 53211 20 2 14 4 27
ASE_00280 0.72 0.66 0.78 65 51920 21 1 17 3 33
ASE_00281 0.80 0.73 0.89 64 44479 15 1 7 7 24
ASE_00282 0.48 0.42 0.56 53 77721 42 3 38 1 74
ASE_00283 0.73 0.67 0.80 72 61686 23 0 18 5 35
ASE_00284 0.65 0.59 0.71 64 58221 29 3 23 3 44
ASE_00285 0.58 0.51 0.67 62 68914 32 3 27 2 60
ASE_00286 0.82 0.74 0.91 68 46590 10 1 6 3 24
ASE_00287 0.62 0.56 0.68 58 54861 28 0 27 1 45
ASE_00292 0.74 0.64 0.84 89 81704 22 2 15 5 49
ASE_00294 0.75 0.63 0.89 108 114359 16 1 13 2 63
ASE_00296 0.64 0.54 0.76 78 91704 26 1 23 2 67
ASE_00297 0.62 0.53 0.72 52 52903 21 1 19 1 46
ASE_00298 0.48 0.43 0.53 49 67435 46 2 42 2 64
ASE_00328 0.76 0.67 0.87 75 72685 23 1 10 12 37
ASE_00332 0.45 0.37 0.55 51 81717 44 3 39 2 87
ASE_00340 0.58 0.54 0.63 46 45983 31 8 19 4 39
ASE_00342 0.82 0.76 0.88 87 62382 12 2 10 0 28
ASE_00353 0.65 0.62 0.69 66 57874 35 2 28 5 41
ASE_00361 0.58 0.49 0.69 62 75376 29 3 25 1 65
ASE_00362 0.74 0.65 0.86 59 48136 10 0 10 0 32
ASE_00363 0.81 0.73 0.90 69 51283 14 1 7 6 25
ASE_00364 0.63 0.56 0.71 59 54202 29 1 23 5 46
ASE_00366 0.62 0.57 0.67 56 58570 31 6 21 4 42
ASE_00367 0.57 0.53 0.61 46 42995 36 1 29 6 40
ASE_00369 0.82 0.74 0.92 79 55859 7 1 6 0 28
ASE_00370 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00372 0.67 0.59 0.77 59 51926 19 1 17 1 41
ASE_00374 0.81 0.73 0.90 64 44779 8 1 6 1 24
ASE_00376 0.66 0.61 0.71 64 56863 28 1 25 2 41
ASE_00377 0.61 0.55 0.69 59 57544 29 3 24 2 48
ASE_00379 0.54 0.48 0.61 43 45986 38 0 27 11 46
ASE_00382 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00383 0.79 0.72 0.85 76 54526 14 4 9 1 29
ASE_00384 0.70 0.65 0.75 60 48436 26 4 16 6 32
ASE_00386 0.65 0.60 0.70 58 50320 27 5 20 2 38
ASE_00387 0.67 0.63 0.70 66 55851 29 0 28 1 38
ASE_00388 0.51 0.47 0.56 42 45678 40 2 31 7 47
ASE_00390 0.85 0.80 0.89 68 42119 17 0 8 9 17
ASE_00393 0.70 0.63 0.77 59 47818 20 1 17 2 34
ASE_00394 0.80 0.72 0.88 67 46895 13 4 5 4 26
ASE_00395 0.73 0.69 0.77 58 41541 21 0 17 4 26
ASE_00396 0.72 0.66 0.79 55 41546 19 2 13 4 28
ASE_00397 0.74 0.69 0.79 72 54524 23 1 18 4 33
ASE_00398 0.68 0.62 0.76 64 55861 29 1 19 9 40
ASE_00400 0.74 0.69 0.80 73 57879 19 1 17 1 33
ASE_00401 0.52 0.44 0.63 55 76940 40 0 33 7 71
ASE_00402 0.76 0.69 0.84 59 42416 15 1 10 4 26
ASE_00403 0.66 0.58 0.76 62 55863 25 3 17 5 45
ASE_00404 0.78 0.73 0.83 62 42996 17 1 12 4 23
ASE_00406 0.82 0.73 0.91 69 48752 15 0 7 8 25
ASE_00411 0.57 0.53 0.62 47 49379 30 10 19 1 42
ASE_00412 0.56 0.50 0.62 53 58226 34 3 29 2 52
ASE_00413 0.60 0.57 0.64 46 44479 27 2 24 1 35
ASE_00415 0.60 0.57 0.63 59 54853 40 2 32 6 44
ASE_00416 0.69 0.59 0.80 75 77327 28 1 18 9 52
ASE_00419 0.75 0.68 0.83 70 54862 16 3 11 2 33
ASE_00422 0.65 0.63 0.67 59 46883 30 4 25 1 35
ASE_00423 0.84 0.77 0.92 84 56862 10 1 6 3 25
ASE_00428 0.57 0.54 0.60 68 76522 47 4 42 1 57
ASE_00430 0.79 0.76 0.82 74 46881 16 2 14 0 23
ASE_00437 0.67 0.60 0.75 81 79293 27 1 26 0 54
ASE_00441 0.66 0.57 0.77 64 64178 19 2 17 0 48
ASE_00448 0.63 0.59 0.67 66 64163 39 2 30 7 46
ASE_00451 0.68 0.60 0.77 75 70779 24 1 21 2 50
RFA_00599 0.71 0.71 0.71 79 101363 50 13 20 17 32
RFA_00601 0.58 0.54 0.61 62 99134 50 10 29 11 52
TMR_00017 0.59 0.56 0.62 57 67069 39 8 27 4 45
TMR_00018 0.59 0.54 0.65 50 64543 31 7 20 4 42
TMR_00038 0.73 0.66 0.79 73 71161 24 1 18 5 37
TMR_00042 0.61 0.57 0.65 56 62749 34 7 23 4 42
TMR_00046 0.65 0.63 0.67 60 62746 35 9 20 6 36
TMR_00048 0.59 0.55 0.63 52 64898 38 6 24 8 43
TMR_00080 0.51 0.46 0.56 44 70422 34 10 24 0 52
TMR_00082 0.65 0.59 0.71 57 67816 30 7 16 7 39
TMR_00123 0.64 0.59 0.68 60 66342 34 4 24 6 41
TMR_00137 0.33 0.28 0.38 25 61009 44 9 32 3 64
TMR_00142 0.62 0.64 0.61 65 70769 49 12 30 7 37
TMR_00207 0.40 0.35 0.45 36 72310 49 6 38 5 67
TMR_00257 0.68 0.61 0.76 60 67082 27 4 15 8 38
TMR_00271 0.64 0.56 0.74 51 64192 20 6 12 2 40
TMR_00366 0.64 0.60 0.67 60 67807 40 12 17 11 40
TMR_00378 0.67 0.63 0.71 61 67810 38 5 20 13 36
TMR_00399 0.48 0.45 0.52 42 64899 46 9 30 7 52
TMR_00404 0.59 0.59 0.60 54 67438 49 12 24 13 38
TMR_00427 0.53 0.41 0.69 40 67470 22 7 11 4 57
TMR_00443 0.67 0.59 0.77 61 67082 22 4 14 4 43
TMR_00451 0.52 0.45 0.60 40 63479 31 7 20 4 49
TMR_00458 0.70 0.63 0.77 59 63469 21 4 14 3 34
TMR_00469 0.75 0.73 0.78 73 64526 30 7 14 9 27
TMR_00472 0.76 0.73 0.80 71 64531 23 7 11 5 26
TMR_00519 0.60 0.57 0.64 54 63106 34 12 18 4 41
TMR_00520 0.67 0.62 0.73 61 63106 31 4 19 8 38
TMR_00522 0.53 0.47 0.60 46 63113 36 9 22 5 51
TMR_00528 0.51 0.45 0.58 44 63114 37 10 22 5 53
TMR_00568 0.62 0.59 0.65 58 60637 40 8 23 9 41
TMR_00571 0.69 0.65 0.73 64 60638 34 10 14 10 35
TMR_00580 0.62 0.61 0.63 61 60629 46 10 26 10 39
TMR_00584 0.65 0.61 0.69 59 60989 36 6 21 9 38
TMR_00586 0.60 0.59 0.61 57 60982 43 11 25 7 40
TMR_00616 0.65 0.63 0.68 62 67070 35 7 22 6 37
TMR_00699 0.69 0.60 0.80 61 67085 16 2 13 1 41
TMR_00702 0.63 0.54 0.73 54 67087 26 7 13 6 46

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