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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric TurboFold(20) Sfold
MCC 0.740 > 0.568
Average MCC ± 95% Confidence Intervals 0.739 ± 0.012 > 0.565 ± 0.022
Sensitivity 0.685 > 0.503
Positive Predictive Value 0.801 > 0.643
Total TP 14660 > 10764
Total TN 12415696 < 12417270
Total FP 4796 < 6748
Total FP CONTRA 517 < 785
Total FP INCONS 3133 < 5187
Total FP COMP 1146 > 776
Total FN 6755 < 10651
P-value 3.56938820447e-08

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 14660
Total TN 12415696
Total FP 4796
Total FP CONTRA 517
Total FP INCONS 3133
Total FP COMP 1146
Total FN 6755
Total Scores
MCC 0.740
Average MCC ± 95% Confidence Intervals 0.739 ± 0.012
Sensitivity 0.685
Positive Predictive Value 0.801
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.80 0.78 0.83 76 47803 17 5 11 1 21
ASE_00005 0.85 0.76 0.95 89 57876 10 1 4 5 28
ASE_00006 0.79 0.77 0.81 72 47497 19 3 14 2 21
ASE_00007 0.75 0.71 0.80 78 59588 26 1 18 7 32
ASE_00012 0.76 0.68 0.84 84 73820 22 3 13 6 39
ASE_00018 0.84 0.78 0.90 105 80484 14 1 11 2 29
ASE_00020 0.71 0.64 0.79 81 73817 24 2 20 2 45
ASE_00021 0.75 0.66 0.85 106 104071 26 1 18 7 54
ASE_00022 0.76 0.69 0.84 86 82926 22 3 13 6 38
ASE_00028 0.82 0.76 0.89 96 84558 20 1 11 8 30
ASE_00035 0.67 0.62 0.74 73 70401 31 2 24 5 45
ASE_00037 0.75 0.67 0.84 74 59252 16 1 13 2 36
ASE_00038 0.81 0.74 0.88 75 53543 12 1 9 2 26
ASE_00040 0.75 0.69 0.82 92 78891 26 1 19 6 41
ASE_00041 0.76 0.67 0.86 72 57546 13 0 12 1 36
ASE_00042 0.76 0.69 0.84 100 89981 22 2 17 3 45
ASE_00044 0.81 0.79 0.83 83 54515 21 3 14 4 22
ASE_00064 0.78 0.71 0.85 63 45377 19 0 11 8 26
ASE_00068 0.79 0.71 0.90 60 37608 8 1 6 1 25
ASE_00074 0.78 0.75 0.82 89 67788 22 1 18 3 30
ASE_00075 0.76 0.68 0.86 110 108683 24 2 16 6 52
ASE_00077 0.72 0.65 0.79 56 45079 22 2 13 7 30
ASE_00078 0.82 0.77 0.88 64 42998 17 0 9 8 19
ASE_00080 0.69 0.62 0.78 76 71533 26 0 22 4 47
ASE_00081 0.75 0.69 0.82 67 49688 17 2 13 2 30
ASE_00082 0.75 0.65 0.86 75 70413 24 0 12 12 41
ASE_00083 0.83 0.77 0.89 85 62386 12 0 10 2 25
ASE_00084 0.78 0.72 0.85 71 53544 20 1 12 7 28
ASE_00087 0.75 0.67 0.84 96 88296 24 1 17 6 48
ASE_00090 0.69 0.66 0.72 67 55518 31 1 25 5 34
ASE_00092 0.81 0.74 0.88 84 63451 16 1 10 5 29
ASE_00099 0.80 0.74 0.87 89 64518 19 1 12 6 31
ASE_00104 0.76 0.71 0.82 84 64158 25 1 18 6 35
ASE_00105 0.64 0.55 0.75 61 64180 25 1 19 5 50
ASE_00107 0.79 0.73 0.85 93 73043 19 1 16 2 34
ASE_00115 0.80 0.72 0.89 73 54533 12 0 9 3 28
ASE_00118 0.70 0.66 0.74 67 60636 26 1 22 3 35
ASE_00119 0.74 0.63 0.87 68 62757 12 0 10 2 40
ASE_00123 0.70 0.62 0.78 53 38435 19 1 14 4 32
ASE_00125 0.81 0.68 0.95 60 39277 7 0 3 4 28
ASE_00126 0.79 0.77 0.82 63 40393 17 1 13 3 19
ASE_00128 0.83 0.77 0.89 77 53214 15 1 9 5 23
ASE_00129 0.77 0.71 0.83 79 62740 21 1 15 5 32
ASE_00131 0.73 0.64 0.83 54 39275 16 1 10 5 31
ASE_00134 0.73 0.72 0.76 68 50313 28 2 20 6 27
ASE_00135 0.77 0.71 0.84 77 63098 26 0 15 11 32
ASE_00136 0.87 0.80 0.94 74 48126 11 0 5 6 18
ASE_00137 0.83 0.80 0.87 78 48426 14 3 9 2 20
ASE_00138 0.75 0.72 0.78 58 40396 18 1 15 2 23
ASE_00140 0.73 0.66 0.82 82 70776 21 3 15 3 43
ASE_00142 0.84 0.78 0.90 95 67056 14 3 7 4 27
ASE_00146 0.70 0.64 0.76 79 70772 30 1 24 5 45
ASE_00153 0.67 0.67 0.67 49 57557 63 2 22 39 24
ASE_00163 0.72 0.68 0.76 63 53218 29 2 18 9 30
ASE_00165 0.70 0.66 0.74 67 52884 26 4 20 2 34
ASE_00170 0.83 0.77 0.89 72 48747 11 2 7 2 21
ASE_00171 0.85 0.79 0.93 74 48436 10 0 6 4 20
ASE_00172 0.80 0.75 0.85 79 58903 20 1 13 6 27
ASE_00174 0.69 0.59 0.82 64 60997 15 0 14 1 45
ASE_00175 0.68 0.64 0.74 68 59939 29 3 21 5 39
ASE_00179 0.80 0.74 0.87 62 44182 12 1 8 3 22
ASE_00180 0.82 0.77 0.88 77 51272 16 2 9 5 23
ASE_00181 0.77 0.72 0.82 76 57537 24 0 17 7 30
ASE_00182 0.74 0.65 0.85 89 84150 17 1 15 1 47
ASE_00183 0.74 0.71 0.78 80 61322 29 0 23 6 33
ASE_00184 0.81 0.78 0.84 80 54520 24 1 14 9 22
ASE_00185 0.77 0.72 0.84 92 73426 23 1 17 5 36
ASE_00186 0.79 0.74 0.84 98 78886 26 3 16 7 34
ASE_00190 0.64 0.52 0.78 47 45391 16 1 12 3 43
ASE_00197 0.75 0.70 0.80 101 89127 31 3 22 6 44
ASE_00198 0.77 0.71 0.85 72 52565 14 3 10 1 30
ASE_00203 0.85 0.80 0.91 77 46580 10 3 5 2 19
ASE_00212 0.82 0.76 0.88 113 93832 22 2 14 6 35
ASE_00214 0.76 0.72 0.80 74 56187 24 2 17 5 29
ASE_00215 0.65 0.55 0.78 54 48447 23 0 15 8 45
ASE_00216 0.83 0.80 0.86 66 39263 13 3 8 2 16
ASE_00217 0.74 0.68 0.80 61 40394 17 2 13 2 29
ASE_00221 0.76 0.68 0.85 79 64527 19 1 13 5 38
ASE_00228 0.80 0.76 0.84 65 46894 17 3 9 5 21
ASE_00229 0.76 0.74 0.78 64 42404 20 5 13 2 23
ASE_00231 0.81 0.78 0.84 75 47806 15 4 10 1 21
ASE_00232 0.82 0.80 0.85 67 38424 14 4 8 2 17
ASE_00234 0.67 0.58 0.77 75 75369 25 2 20 3 54
ASE_00238 0.71 0.65 0.78 74 64166 24 4 17 3 40
ASE_00241 0.69 0.63 0.76 55 43884 22 1 16 5 32
ASE_00242 0.84 0.80 0.87 90 60972 18 1 12 5 22
ASE_00248 0.71 0.65 0.77 74 62385 26 0 22 4 40
ASE_00254 0.83 0.78 0.88 64 36783 16 3 6 7 18
ASE_00255 0.72 0.65 0.79 85 74583 25 2 21 2 45
ASE_00257 0.78 0.73 0.84 71 50955 19 1 13 5 26
ASE_00263 0.82 0.78 0.88 93 70394 16 2 11 3 27
ASE_00267 0.75 0.68 0.83 60 45078 22 0 12 10 28
ASE_00270 0.74 0.69 0.79 88 72279 28 2 21 5 40
ASE_00274 0.66 0.56 0.77 58 55536 21 3 14 4 45
ASE_00277 0.71 0.62 0.81 56 48136 15 1 12 2 35
ASE_00279 0.79 0.73 0.85 74 53214 17 2 11 4 27
ASE_00280 0.70 0.63 0.78 62 51923 24 1 17 6 36
ASE_00281 0.81 0.72 0.91 63 44482 14 0 6 8 25
ASE_00282 0.74 0.68 0.80 86 77708 24 3 18 3 41
ASE_00283 0.76 0.70 0.83 75 61686 19 3 12 4 32
ASE_00284 0.82 0.78 0.86 84 58213 22 2 12 8 24
ASE_00285 0.76 0.69 0.84 84 68906 23 2 14 7 38
ASE_00286 0.83 0.77 0.89 71 46585 19 1 8 10 21
ASE_00287 0.78 0.72 0.84 74 54858 19 2 12 5 29
ASE_00292 0.79 0.73 0.85 101 81691 23 3 15 5 37
ASE_00294 0.82 0.74 0.91 127 114342 18 1 11 6 44
ASE_00296 0.73 0.68 0.79 99 91680 31 2 25 4 46
ASE_00297 0.66 0.62 0.71 61 52889 27 2 23 2 37
ASE_00298 0.55 0.49 0.63 55 67441 34 1 31 2 58
ASE_00318 0.76 0.70 0.83 83 80100 24 5 12 7 35
ASE_00328 0.74 0.63 0.86 71 72688 24 1 11 12 41
ASE_00332 0.79 0.73 0.85 101 81691 25 2 16 7 37
ASE_00335 0.78 0.72 0.83 84 75365 26 5 12 9 32
ASE_00340 0.76 0.74 0.79 63 45976 24 4 13 7 22
ASE_00342 0.77 0.72 0.83 83 62381 19 2 15 2 32
ASE_00353 0.74 0.69 0.79 74 57876 25 1 19 5 33
ASE_00361 0.63 0.54 0.73 68 75373 26 0 25 1 59
ASE_00362 0.75 0.73 0.78 66 48120 21 1 18 2 25
ASE_00363 0.81 0.76 0.88 71 51279 14 0 10 4 23
ASE_00364 0.76 0.70 0.82 74 54195 21 0 16 5 31
ASE_00366 0.66 0.62 0.70 61 58566 28 3 23 2 37
ASE_00367 0.73 0.69 0.79 59 42996 26 0 16 10 27
ASE_00369 0.83 0.79 0.88 85 55848 17 0 12 5 22
ASE_00370 0.83 0.77 0.89 65 41832 15 0 8 7 19
ASE_00372 0.69 0.64 0.74 64 51916 25 3 20 2 36
ASE_00374 0.80 0.75 0.86 66 44773 15 0 11 4 22
ASE_00376 0.71 0.68 0.76 71 56859 26 1 22 3 34
ASE_00377 0.83 0.79 0.87 85 57532 18 2 11 5 22
ASE_00379 0.72 0.69 0.76 61 45976 23 3 16 4 28
ASE_00382 0.86 0.82 0.91 69 41829 11 0 7 4 15
ASE_00383 0.81 0.76 0.86 80 54522 16 1 12 3 25
ASE_00384 0.82 0.78 0.87 72 48433 20 0 11 9 20
ASE_00386 0.79 0.76 0.82 73 50314 21 0 16 5 23
ASE_00387 0.73 0.68 0.78 71 55854 22 1 19 2 33
ASE_00388 0.77 0.70 0.86 62 45681 20 0 10 10 27
ASE_00390 0.82 0.76 0.88 65 42121 18 0 9 9 20
ASE_00393 0.66 0.59 0.74 55 47821 26 1 18 7 38
ASE_00394 0.89 0.83 0.95 77 46890 7 0 4 3 16
ASE_00395 0.78 0.76 0.80 64 41536 26 1 15 10 20
ASE_00396 0.84 0.81 0.88 67 41540 15 1 8 6 16
ASE_00397 0.81 0.74 0.88 78 54526 16 1 10 5 27
ASE_00398 0.79 0.70 0.88 73 55862 18 0 10 8 31
ASE_00400 0.71 0.65 0.78 69 57881 26 1 19 6 37
ASE_00401 0.63 0.56 0.70 71 76926 33 4 27 2 55
ASE_00402 0.83 0.79 0.88 67 42410 12 0 9 3 18
ASE_00403 0.69 0.63 0.77 67 55858 24 0 20 4 40
ASE_00404 0.77 0.72 0.84 61 42998 22 0 12 10 24
ASE_00406 0.80 0.74 0.86 70 48747 21 0 11 10 24
ASE_00411 0.57 0.53 0.61 47 49378 33 10 20 3 42
ASE_00412 0.67 0.63 0.73 66 58220 28 3 22 3 39
ASE_00413 0.69 0.67 0.71 54 44475 26 5 17 4 27
ASE_00415 0.71 0.66 0.76 68 54857 23 1 20 2 35
ASE_00416 0.79 0.76 0.82 97 77303 29 3 18 8 30
ASE_00419 0.85 0.79 0.91 81 54857 11 2 6 3 22
ASE_00422 0.80 0.78 0.83 73 46883 21 3 12 6 21
ASE_00423 0.76 0.71 0.81 77 56858 23 3 15 5 32
ASE_00428 0.77 0.74 0.81 92 76522 28 3 19 6 33
ASE_00430 0.75 0.74 0.77 72 46877 23 5 17 1 25
ASE_00437 0.55 0.50 0.62 67 79293 43 1 40 2 68
ASE_00441 0.78 0.69 0.89 77 64174 11 0 10 1 35
ASE_00448 0.74 0.68 0.80 76 64166 27 2 17 8 36
ASE_00451 0.76 0.70 0.82 88 70769 24 1 18 5 37
RFA_00599 0.74 0.74 0.74 82 101364 50 9 20 21 29
RFA_00601 0.76 0.75 0.77 85 99124 46 3 23 20 29
RFA_00602 0.85 0.84 0.85 98 101360 32 5 12 15 18
TMR_00017 0.60 0.55 0.67 56 67077 32 7 21 4 46
TMR_00018 0.49 0.49 0.49 45 64529 50 12 34 4 47
TMR_00038 0.72 0.67 0.76 74 71156 29 6 17 6 36
TMR_00042 0.74 0.69 0.78 68 62748 25 2 17 6 30
TMR_00046 0.64 0.60 0.67 58 62749 34 4 24 6 38
TMR_00048 0.68 0.66 0.71 63 64891 35 6 20 9 32
TMR_00080 0.64 0.53 0.76 51 70433 16 6 10 0 45
TMR_00082 0.63 0.54 0.73 52 67825 20 6 13 1 44
TMR_00123 0.66 0.60 0.72 61 66345 29 3 21 5 40
TMR_00137 0.52 0.47 0.57 42 61001 37 9 23 5 47
TMR_00142 0.66 0.65 0.67 66 70778 40 8 24 8 36
TMR_00207 0.50 0.47 0.53 48 72300 47 8 34 5 55
TMR_00257 0.68 0.59 0.78 58 67087 22 1 15 6 40
TMR_00271 0.65 0.62 0.69 56 64180 34 6 19 9 35
TMR_00332 0.58 0.55 0.63 54 67075 37 5 27 5 45
TMR_00366 0.79 0.76 0.83 76 67804 27 3 13 11 24
TMR_00378 0.77 0.75 0.79 73 67804 32 4 15 13 24
TMR_00399 0.44 0.41 0.46 39 64896 52 12 33 7 55
TMR_00404 0.67 0.66 0.68 61 67438 45 7 22 16 31
TMR_00427 0.67 0.60 0.74 58 67450 25 8 12 5 39
TMR_00443 0.61 0.57 0.66 59 67071 35 5 26 4 45
TMR_00451 0.49 0.46 0.53 41 63469 40 11 25 4 48
TMR_00458 0.56 0.49 0.63 46 63473 30 8 19 3 47
TMR_00469 0.78 0.74 0.83 74 64531 24 5 10 9 26
TMR_00472 0.79 0.73 0.85 71 64536 24 7 6 11 26
TMR_00519 0.52 0.48 0.56 46 63108 47 11 25 11 49
TMR_00520 0.51 0.48 0.54 48 63101 51 14 27 10 51
TMR_00522 0.55 0.52 0.60 50 63106 43 11 23 9 47
TMR_00528 0.54 0.52 0.57 50 63102 48 12 26 10 47
TMR_00540 0.49 0.44 0.53 46 73450 47 9 31 7 58
TMR_00568 0.77 0.69 0.86 68 60647 21 1 10 10 31
TMR_00571 0.78 0.73 0.84 72 60640 27 2 12 13 27
TMR_00580 0.78 0.73 0.84 73 60639 26 3 11 12 27
TMR_00584 0.78 0.71 0.86 69 60995 21 3 8 10 28
TMR_00586 0.74 0.70 0.78 68 60988 28 6 13 9 29
TMR_00616 0.77 0.72 0.83 71 67075 21 4 11 6 28
TMR_00699 0.66 0.58 0.76 59 67083 24 1 18 5 43
TMR_00702 0.60 0.51 0.71 51 67089 26 5 16 5 49
TMR_00703 0.81 0.73 0.90 72 67448 13 1 7 5 27

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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.