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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 Sfold - scored lower in this pairwise comparison

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


Overview

Metric RNAalifold(20) Sfold
MCC 0.660 > 0.568
Average MCC ± 95% Confidence Intervals 0.661 ± 0.013 > 0.565 ± 0.022
Sensitivity 0.532 > 0.503
Positive Predictive Value 0.819 > 0.643
Total TP 11393 > 10764
Total TN 12420099 > 12417270
Total FP 2840 < 6748
Total FP CONTRA 477 < 785
Total FP INCONS 2037 < 5187
Total FP COMP 326 < 776
Total FN 10022 < 10651
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of RNAalifold(20) and Sfold. 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 Sfold).

  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 Sfold).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAalifold(20) and Sfold. 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 Sfold).

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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 11393
Total TN 12420099
Total FP 2840
Total FP CONTRA 477
Total FP INCONS 2037
Total FP COMP 326
Total FN 10022
Total Scores
MCC 0.660
Average MCC ± 95% Confidence Intervals 0.661 ± 0.013
Sensitivity 0.532
Positive Predictive Value 0.819
Nr of predictions 204

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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_00004 0.58 0.45 0.75 44 47836 15 1 14 0 53
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_00022 0.74 0.62 0.89 77 82941 16 0 10 6 47
ASE_00028 0.76 0.62 0.93 78 84582 10 1 5 4 48
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_00125 0.70 0.55 0.89 48 39286 6 0 6 0 40
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_00186 0.62 0.49 0.79 65 78921 19 2 15 2 67
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_00248 0.73 0.62 0.87 71 62399 11 3 8 0 43
ASE_00254 0.79 0.68 0.92 56 36795 6 0 5 1 26
ASE_00255 0.49 0.40 0.60 52 74605 35 1 33 1 78
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_00318 0.74 0.60 0.91 71 80122 17 2 5 10 47
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_00335 0.70 0.62 0.80 72 75376 24 5 13 6 44
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
RFA_00602 0.65 0.54 0.78 63 101394 21 0 18 3 53
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_00332 0.64 0.52 0.78 51 67096 19 1 13 5 48
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_00540 0.66 0.54 0.81 56 73467 17 5 8 4 48
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
TMR_00703 0.67 0.54 0.83 53 67464 15 1 10 4 46

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Performance of Sfold - scored lower in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP 10764
Total TN 12417270
Total FP 6748
Total FP CONTRA 785
Total FP INCONS 5187
Total FP COMP 776
Total FN 10651
Total Scores
MCC 0.568
Average MCC ± 95% Confidence Intervals 0.565 ± 0.022
Sensitivity 0.503
Positive Predictive Value 0.643
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.74 0.66 0.83 64 47818 13 7 6 0 33
ASE_00005 0.69 0.58 0.83 68 57888 18 0 14 4 49
ASE_00006 0.73 0.62 0.85 58 47518 12 1 9 2 35
ASE_00007 0.59 0.55 0.62 61 59587 42 1 36 5 49
ASE_00012 0.66 0.54 0.80 66 73838 21 2 14 5 57
ASE_00018 0.81 0.73 0.91 98 80493 11 0 10 1 36
ASE_00020 0.58 0.52 0.66 65 73822 33 6 27 0 61
ASE_00021 0.66 0.51 0.86 82 104101 18 0 13 5 78
ASE_00022 0.50 0.46 0.54 57 82922 56 3 46 7 67
ASE_00028 0.61 0.55 0.67 69 84563 43 1 33 9 57
ASE_00035 0.35 0.28 0.45 33 70426 45 8 33 4 85
ASE_00037 0.55 0.49 0.61 54 59252 34 0 34 0 56
ASE_00038 0.54 0.53 0.55 54 53529 47 4 41 2 47
ASE_00040 0.63 0.51 0.78 68 78916 23 1 18 4 65
ASE_00041 0.56 0.52 0.62 56 57539 37 2 33 2 52
ASE_00042 0.58 0.52 0.64 75 89983 43 3 39 1 70
ASE_00044 0.73 0.70 0.78 73 54521 26 3 18 5 32
ASE_00064 0.52 0.44 0.61 39 45387 31 1 24 6 50
ASE_00068 0.48 0.39 0.59 33 37619 24 2 21 1 52
ASE_00074 0.60 0.57 0.64 68 67790 38 3 35 0 51
ASE_00075 0.73 0.64 0.84 103 108689 23 2 17 4 59
ASE_00077 0.57 0.49 0.66 42 45086 22 6 16 0 44
ASE_00078 0.65 0.59 0.71 49 43002 21 1 19 1 34
ASE_00080 0.49 0.46 0.52 57 71521 56 5 48 3 66
ASE_00081 0.60 0.53 0.69 51 49696 24 0 23 1 46
ASE_00082 0.73 0.61 0.87 71 70418 23 0 11 12 45
ASE_00083 0.81 0.75 0.87 83 62386 17 0 12 5 27
ASE_00084 0.75 0.69 0.81 68 53544 19 3 13 3 31
ASE_00087 0.69 0.60 0.80 86 88303 22 3 18 1 58
ASE_00090 0.66 0.58 0.74 59 55531 22 1 20 1 42
ASE_00092 0.80 0.73 0.89 82 63454 12 3 7 2 31
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.65 0.56 0.75 67 64172 24 2 20 2 52
ASE_00105 0.45 0.40 0.52 44 64176 44 5 36 3 67
ASE_00107 0.67 0.55 0.81 70 73067 17 0 16 1 57
ASE_00115 0.65 0.52 0.80 53 54549 19 0 13 6 48
ASE_00118 0.52 0.46 0.59 47 60647 34 3 29 2 55
ASE_00119 0.87 0.82 0.92 89 62738 9 1 7 1 19
ASE_00123 0.34 0.28 0.41 24 38444 39 3 32 4 61
ASE_00125 0.71 0.58 0.88 51 39282 7 0 7 0 37
ASE_00126 0.83 0.79 0.88 65 40396 13 1 8 4 17
ASE_00128 0.73 0.65 0.81 65 53221 21 1 14 6 35
ASE_00129 0.51 0.47 0.56 52 62742 44 2 39 3 59
ASE_00131 0.66 0.51 0.86 43 39290 16 0 7 9 42
ASE_00134 0.36 0.33 0.40 31 50326 46 5 41 0 64
ASE_00135 0.50 0.45 0.56 49 63103 42 0 38 4 60
ASE_00136 0.70 0.61 0.81 56 48136 18 0 13 5 36
ASE_00137 0.55 0.44 0.69 43 48454 22 1 18 3 55
ASE_00138 0.53 0.52 0.54 42 40392 38 4 32 2 39
ASE_00140 0.71 0.57 0.90 71 70797 8 2 6 0 54
ASE_00142 0.64 0.54 0.76 66 67074 23 3 18 2 56
ASE_00146 0.47 0.36 0.62 45 70803 29 1 27 1 79
ASE_00153 0.69 0.67 0.70 49 57560 61 2 19 40 24
ASE_00163 0.49 0.44 0.55 41 53226 43 5 29 9 52
ASE_00165 0.60 0.56 0.63 57 52885 34 9 24 1 44
ASE_00170 0.64 0.54 0.76 50 48762 19 2 14 3 43
ASE_00171 0.61 0.60 0.62 56 48426 36 7 27 2 38
ASE_00172 0.74 0.61 0.90 65 58924 7 2 5 0 41
ASE_00174 0.47 0.44 0.49 48 60978 51 3 46 2 61
ASE_00175 0.70 0.63 0.79 67 59946 22 3 15 4 40
ASE_00179 0.64 0.65 0.63 55 44166 33 7 25 1 29
ASE_00180 0.71 0.68 0.75 68 51269 29 2 21 6 32
ASE_00181 0.55 0.54 0.56 57 57528 51 3 42 6 49
ASE_00182 0.53 0.49 0.57 67 84137 51 3 48 0 69
ASE_00183 0.73 0.71 0.75 80 61319 30 0 26 4 33
ASE_00184 0.69 0.63 0.76 64 54531 21 3 17 1 38
ASE_00185 0.77 0.70 0.86 89 73432 21 3 12 6 39
ASE_00186 0.73 0.70 0.77 92 78884 33 3 24 6 40
ASE_00190 0.65 0.46 0.93 41 45407 5 0 3 2 49
ASE_00197 0.58 0.51 0.66 74 89141 44 1 37 6 71
ASE_00198 0.63 0.62 0.64 63 52552 35 6 29 0 39
ASE_00203 0.72 0.61 0.84 59 46595 11 4 7 0 37
ASE_00212 0.73 0.68 0.79 100 93835 30 2 24 4 48
ASE_00214 0.79 0.77 0.82 79 56184 22 3 14 5 24
ASE_00215 0.55 0.51 0.60 50 48432 37 4 30 3 49
ASE_00216 0.70 0.65 0.76 53 39270 17 5 12 0 29
ASE_00217 0.44 0.34 0.57 31 40416 26 1 22 3 59
ASE_00221 0.57 0.44 0.73 52 64549 22 1 18 3 65
ASE_00228 0.69 0.62 0.78 53 46903 15 11 4 0 33
ASE_00229 0.63 0.60 0.66 52 42407 28 8 19 1 35
ASE_00231 0.64 0.64 0.66 61 47802 33 5 27 1 35
ASE_00232 0.65 0.61 0.69 51 38429 25 3 20 2 33
ASE_00234 0.56 0.45 0.69 58 75382 30 1 25 4 71
ASE_00238 0.49 0.47 0.51 54 64155 56 1 51 4 60
ASE_00241 0.66 0.49 0.88 43 43907 7 0 6 1 44
ASE_00242 0.69 0.60 0.81 67 60992 18 0 16 2 45
ASE_00248 0.62 0.54 0.70 62 62393 30 1 25 4 52
ASE_00254 0.80 0.66 0.98 54 36801 1 0 1 0 28
ASE_00255 0.72 0.66 0.78 86 74581 25 3 21 1 44
ASE_00257 0.71 0.56 0.90 54 50980 6 0 6 0 43
ASE_00263 0.69 0.63 0.77 75 70403 23 5 17 1 45
ASE_00267 0.54 0.35 0.84 31 45113 10 0 6 4 57
ASE_00270 0.68 0.66 0.69 85 72267 40 6 32 2 43
ASE_00274 0.51 0.48 0.54 49 55521 41 8 33 0 54
ASE_00277 0.46 0.44 0.48 40 48121 44 8 36 0 51
ASE_00279 0.71 0.53 0.95 54 53244 4 0 3 1 47
ASE_00280 0.65 0.57 0.75 56 51928 20 2 17 1 42
ASE_00281 0.72 0.56 0.94 49 44499 9 0 3 6 39
ASE_00282 0.55 0.47 0.64 60 77721 35 1 33 1 67
ASE_00283 0.51 0.42 0.63 45 61704 30 3 24 3 62
ASE_00284 0.64 0.61 0.67 66 58213 39 2 30 7 42
ASE_00285 0.72 0.67 0.77 82 68900 32 0 24 8 40
ASE_00286 0.44 0.42 0.46 39 46580 52 3 43 6 53
ASE_00287 0.73 0.68 0.78 70 54856 26 2 18 6 33
ASE_00292 0.68 0.61 0.76 84 81699 30 2 25 3 54
ASE_00294 0.80 0.72 0.89 123 114343 17 2 13 2 48
ASE_00296 0.24 0.22 0.27 32 91686 89 8 80 1 113
ASE_00297 0.61 0.50 0.75 49 52910 16 1 15 0 49
ASE_00298 0.61 0.52 0.70 59 67444 27 4 21 2 54
ASE_00318 0.64 0.56 0.74 66 80111 27 7 16 4 52
ASE_00328 0.45 0.41 0.48 46 72676 54 3 46 5 66
ASE_00332 0.53 0.51 0.55 70 81683 58 2 55 1 68
ASE_00335 0.55 0.45 0.68 52 75390 30 3 21 6 64
ASE_00340 0.75 0.73 0.77 62 45975 25 6 13 6 23
ASE_00342 0.66 0.57 0.78 65 62398 19 0 18 1 50
ASE_00353 0.59 0.48 0.74 51 57901 20 2 16 2 56
ASE_00361 0.50 0.47 0.53 60 75353 57 6 47 4 67
ASE_00362 0.66 0.60 0.71 55 48128 25 3 19 3 36
ASE_00363 0.57 0.54 0.60 51 51275 35 1 33 1 43
ASE_00364 0.38 0.33 0.43 35 54204 47 4 42 1 70
ASE_00366 0.58 0.59 0.57 58 58552 45 9 34 2 40
ASE_00367 0.43 0.38 0.49 33 43004 34 4 30 0 53
ASE_00369 0.75 0.68 0.82 73 55856 17 1 15 1 34
ASE_00370 0.68 0.63 0.74 53 41833 20 1 18 1 31
ASE_00372 0.73 0.69 0.77 69 51913 26 4 17 5 31
ASE_00374 0.39 0.38 0.42 33 44771 46 10 36 0 55
ASE_00376 0.57 0.54 0.60 57 56858 43 3 35 5 48
ASE_00377 0.70 0.67 0.73 72 57531 33 4 23 6 35
ASE_00379 0.67 0.55 0.82 49 45996 20 2 9 9 40
ASE_00382 0.58 0.54 0.63 45 41833 30 6 21 3 39
ASE_00383 0.58 0.53 0.63 56 54526 35 5 28 2 49
ASE_00384 0.64 0.43 0.93 40 48473 7 0 3 4 52
ASE_00386 0.57 0.53 0.61 51 50319 38 3 30 5 45
ASE_00387 0.60 0.46 0.79 48 55884 17 1 12 4 56
ASE_00388 0.72 0.67 0.78 60 45676 20 0 17 3 29
ASE_00390 0.71 0.58 0.88 49 42139 15 2 5 8 36
ASE_00393 0.50 0.41 0.60 38 47832 32 1 24 7 55
ASE_00394 0.80 0.77 0.84 72 46885 17 2 12 3 21
ASE_00395 0.81 0.70 0.94 59 41553 8 0 4 4 25
ASE_00396 0.47 0.37 0.60 31 41564 25 1 20 4 52
ASE_00397 0.46 0.41 0.52 43 54533 39 5 34 0 62
ASE_00398 0.69 0.64 0.74 67 55855 25 1 22 2 37
ASE_00400 0.74 0.67 0.82 71 57883 17 1 15 1 35
ASE_00401 0.54 0.56 0.53 70 76897 61 10 51 0 56
ASE_00402 0.64 0.45 0.90 38 42444 7 0 4 3 47
ASE_00403 0.57 0.45 0.73 48 55879 18 1 17 0 59
ASE_00404 0.62 0.54 0.71 46 43006 25 0 19 6 39
ASE_00406 0.73 0.67 0.79 63 48748 21 6 11 4 31
ASE_00411 0.29 0.27 0.32 24 49379 53 6 46 1 65
ASE_00412 0.56 0.50 0.62 53 58225 33 8 25 0 52
ASE_00413 0.43 0.42 0.44 34 44474 43 13 30 0 47
ASE_00415 0.60 0.53 0.68 55 54865 28 4 22 2 48
ASE_00416 0.70 0.67 0.73 85 77305 35 3 28 4 42
ASE_00419 0.75 0.73 0.77 75 54849 26 4 18 4 28
ASE_00422 0.69 0.63 0.77 59 46894 25 0 18 7 35
ASE_00423 0.60 0.54 0.66 59 56864 32 4 26 2 50
ASE_00428 0.61 0.40 0.94 50 76583 4 0 3 1 75
ASE_00430 0.65 0.62 0.67 60 46882 35 5 24 6 37
ASE_00437 0.40 0.39 0.42 52 79277 73 5 67 1 83
ASE_00441 0.78 0.74 0.81 83 64159 25 3 16 6 29
ASE_00448 0.23 0.22 0.24 25 64155 87 6 75 6 87
ASE_00451 0.62 0.52 0.73 65 70787 24 2 22 0 60
RFA_00599 0.69 0.68 0.70 75 101368 52 8 24 20 36
RFA_00601 0.27 0.21 0.35 24 99167 52 9 35 8 90
RFA_00602 0.54 0.53 0.55 62 101363 68 16 34 18 54
TMR_00017 0.30 0.24 0.39 24 67100 43 5 32 6 78
TMR_00018 0.22 0.21 0.24 19 64542 63 15 44 4 73
TMR_00038 0.22 0.20 0.25 22 71166 68 9 56 3 88
TMR_00042 0.20 0.18 0.23 18 62757 63 8 52 3 80
TMR_00046 0.61 0.56 0.66 54 62753 34 4 24 6 42
TMR_00048 0.39 0.34 0.46 32 64911 46 2 35 9 63
TMR_00080 0.54 0.40 0.75 38 70449 13 3 10 0 58
TMR_00082 0.48 0.43 0.53 41 67819 38 11 25 2 55
TMR_00123 0.32 0.27 0.39 27 66360 48 7 36 5 74
TMR_00137 0.17 0.17 0.18 15 60992 78 7 61 10 74
TMR_00142 0.42 0.35 0.50 36 70804 43 5 31 7 66
TMR_00207 0.37 0.35 0.38 36 72296 65 3 55 7 67
TMR_00257 0.08 0.07 0.09 7 67080 78 7 67 4 91
TMR_00271 0.54 0.48 0.60 44 64188 33 6 23 4 47
TMR_00332 0.35 0.30 0.42 30 67089 47 8 34 5 69
TMR_00366 0.33 0.31 0.36 31 67809 68 11 45 12 69
TMR_00378 0.29 0.25 0.34 24 67826 54 7 39 8 73
TMR_00399 0.35 0.31 0.41 29 64909 43 16 26 1 65
TMR_00404 0.41 0.37 0.45 34 67453 52 15 26 11 58
TMR_00427 0.38 0.25 0.57 24 67486 24 0 18 6 73
TMR_00443 0.41 0.31 0.55 32 67103 35 5 21 9 72
TMR_00451 0.18 0.17 0.19 15 63465 66 13 53 0 74
TMR_00458 0.25 0.16 0.38 15 63507 32 4 20 8 78
TMR_00469 0.41 0.42 0.40 42 64516 62 11 51 0 58
TMR_00472 0.38 0.33 0.43 32 64546 45 12 30 3 65
TMR_00519 0.14 0.15 0.14 14 63089 97 15 72 10 81
TMR_00520 0.51 0.41 0.62 41 63124 35 7 18 10 58
TMR_00522 0.48 0.38 0.62 37 63130 32 9 14 9 60
TMR_00528 0.32 0.15 0.65 15 63167 18 3 5 10 82
TMR_00540 0.48 0.35 0.68 36 73483 17 2 15 0 68
TMR_00568 0.52 0.35 0.78 35 60681 18 0 10 8 64
TMR_00571 0.50 0.33 0.75 33 60682 18 2 9 7 66
TMR_00580 0.38 0.25 0.57 25 60682 24 3 16 5 75
TMR_00584 0.58 0.55 0.62 53 60990 38 7 25 6 44
TMR_00586 0.28 0.25 0.32 24 61001 54 12 38 4 73
TMR_00616 0.40 0.38 0.41 38 67068 60 10 45 5 61
TMR_00699 0.31 0.29 0.34 30 67072 61 6 53 2 72
TMR_00702 0.13 0.11 0.15 11 67090 64 6 54 4 89
TMR_00703 0.37 0.31 0.44 31 67457 44 7 33 4 68

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