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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 UNAFold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) UNAFold
MCC 0.740 > 0.531
Average MCC ± 95% Confidence Intervals 0.739 ± 0.012 > 0.530 ± 0.021
Sensitivity 0.685 > 0.519
Positive Predictive Value 0.801 > 0.545
Total TP 14660 > 11121
Total TN 12415696 > 12413594
Total FP 4796 < 10209
Total FP CONTRA 517 < 1331
Total FP INCONS 3133 < 7960
Total FP COMP 1146 > 918
Total FN 6755 < 10294
P-value 3.56938820447e-08

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Performance plots


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

  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 UNAFold).

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

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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 UNAFold - scored lower in this pairwise comparison

1. Total counts & total scores for UNAFold

Total Base Pair Counts
Total TP 11121
Total TN 12413594
Total FP 10209
Total FP CONTRA 1331
Total FP INCONS 7960
Total FP COMP 918
Total FN 10294
Total Scores
MCC 0.531
Average MCC ± 95% Confidence Intervals 0.530 ± 0.021
Sensitivity 0.519
Positive Predictive Value 0.545
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.71 0.70 0.72 68 47800 29 9 18 2 29
ASE_00005 0.60 0.54 0.67 63 57876 35 1 30 4 54
ASE_00006 0.67 0.66 0.68 61 47496 32 7 22 3 32
ASE_00007 0.57 0.54 0.60 59 59587 43 1 38 4 51
ASE_00012 0.52 0.48 0.56 59 73814 52 4 43 5 64
ASE_00018 0.78 0.73 0.84 98 80484 21 4 15 2 36
ASE_00020 0.57 0.54 0.60 68 73806 46 7 39 0 58
ASE_00021 0.58 0.54 0.62 86 104057 60 7 46 7 74
ASE_00022 0.46 0.45 0.48 56 82911 67 6 55 6 68
ASE_00028 0.56 0.55 0.57 69 84545 60 8 44 8 57
ASE_00035 0.30 0.28 0.32 33 70398 76 12 57 7 85
ASE_00037 0.63 0.59 0.66 65 59242 37 0 33 4 45
ASE_00038 0.54 0.53 0.54 54 53528 47 4 42 1 47
ASE_00040 0.48 0.46 0.50 61 78882 66 5 55 6 72
ASE_00041 0.44 0.41 0.47 44 57537 53 2 47 4 64
ASE_00042 0.61 0.57 0.64 83 89971 49 2 44 3 62
ASE_00044 0.69 0.68 0.70 71 54514 34 3 27 4 34
ASE_00064 0.32 0.31 0.32 28 45363 69 4 56 9 61
ASE_00068 0.52 0.49 0.55 42 37598 35 4 31 0 43
ASE_00074 0.58 0.57 0.60 68 67782 46 5 41 0 51
ASE_00075 0.61 0.56 0.68 90 108678 47 3 40 4 72
ASE_00077 0.52 0.51 0.54 44 45068 38 7 31 0 42
ASE_00078 0.65 0.63 0.68 52 42994 31 0 25 6 31
ASE_00080 0.47 0.45 0.49 55 71519 60 5 52 3 68
ASE_00081 0.56 0.54 0.58 52 49680 39 2 36 1 45
ASE_00082 0.55 0.51 0.59 59 70400 55 1 40 14 57
ASE_00083 0.79 0.75 0.83 82 62382 24 2 15 7 28
ASE_00084 0.69 0.69 0.70 68 53531 32 6 23 3 31
ASE_00087 0.59 0.54 0.64 78 88288 49 5 39 5 66
ASE_00090 0.59 0.59 0.59 60 55509 47 2 40 5 41
ASE_00092 0.69 0.65 0.73 74 63444 33 5 23 5 39
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.70 0.67 0.73 80 64151 31 5 25 1 39
ASE_00105 0.36 0.34 0.38 38 64161 64 6 56 2 73
ASE_00107 0.66 0.65 0.67 82 73031 40 5 35 0 45
ASE_00115 0.49 0.48 0.51 48 54521 53 1 45 7 53
ASE_00118 0.58 0.56 0.59 57 60630 42 3 36 3 45
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.28 0.27 0.29 23 38425 59 3 52 4 62
ASE_00125 0.64 0.63 0.65 55 39255 30 4 26 0 33
ASE_00126 0.75 0.77 0.74 63 40385 26 3 19 4 19
ASE_00128 0.65 0.62 0.69 62 53211 36 3 25 8 38
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.61 0.55 0.68 47 39271 32 0 22 10 38
ASE_00134 0.41 0.42 0.40 40 50302 64 10 51 3 55
ASE_00135 0.46 0.45 0.47 49 63085 59 8 48 3 60
ASE_00136 0.56 0.52 0.60 48 48125 41 1 31 9 44
ASE_00137 0.67 0.65 0.68 64 48422 32 4 26 2 34
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.72 0.67 0.77 84 70767 27 4 21 2 41
ASE_00142 0.74 0.70 0.79 85 67054 26 4 18 4 37
ASE_00146 0.55 0.52 0.60 64 70769 49 2 41 6 60
ASE_00153 0.67 0.68 0.66 50 57554 68 2 24 42 23
ASE_00163 0.60 0.59 0.62 55 53212 45 2 32 11 38
ASE_00165 0.54 0.52 0.56 53 52881 42 5 36 1 48
ASE_00170 0.70 0.68 0.72 63 48740 26 2 23 1 30
ASE_00171 0.70 0.69 0.71 65 48425 26 5 21 0 29
ASE_00172 0.69 0.68 0.70 72 58893 36 6 25 5 34
ASE_00174 0.52 0.51 0.53 56 60970 50 6 43 1 53
ASE_00175 0.73 0.70 0.76 75 59932 31 2 22 7 32
ASE_00179 0.65 0.65 0.64 55 44167 31 6 25 0 29
ASE_00180 0.65 0.62 0.69 62 51270 33 2 26 5 38
ASE_00181 0.54 0.53 0.55 56 57528 50 3 43 4 50
ASE_00182 0.53 0.51 0.55 69 84130 59 6 50 3 67
ASE_00183 0.72 0.71 0.73 80 61316 33 2 27 4 33
ASE_00184 0.66 0.66 0.66 67 54513 35 9 26 0 35
ASE_00185 0.74 0.71 0.77 91 73418 33 5 22 6 37
ASE_00186 0.74 0.70 0.79 92 78886 30 3 22 5 40
ASE_00190 0.57 0.54 0.60 49 45369 35 6 27 2 41
ASE_00197 0.54 0.50 0.58 73 89127 58 2 51 5 72
ASE_00198 0.53 0.53 0.53 54 52549 47 7 40 0 48
ASE_00203 0.62 0.61 0.63 59 46572 34 6 28 0 37
ASE_00212 0.51 0.49 0.54 72 93827 66 5 57 4 76
ASE_00214 0.79 0.77 0.81 79 56182 27 3 16 8 24
ASE_00215 0.58 0.55 0.62 54 48429 35 7 26 2 45
ASE_00216 0.66 0.66 0.67 54 39259 28 9 18 1 28
ASE_00217 0.30 0.29 0.33 26 40390 58 6 48 4 64
ASE_00221 0.57 0.52 0.64 61 64524 38 3 32 3 56
ASE_00228 0.53 0.55 0.52 47 46880 44 14 30 0 39
ASE_00229 0.60 0.60 0.61 52 42401 33 10 23 0 35
ASE_00231 0.31 0.31 0.31 30 47798 67 8 59 0 66
ASE_00232 0.59 0.58 0.60 49 38422 34 3 29 2 35
ASE_00234 0.51 0.47 0.54 61 75354 55 4 47 4 68
ASE_00238 0.52 0.50 0.53 57 64154 55 1 49 5 57
ASE_00241 0.55 0.53 0.58 46 43876 41 5 29 7 41
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.41 0.38 0.44 43 62383 55 3 52 0 71
ASE_00254 0.74 0.72 0.76 59 36778 24 6 13 5 23
ASE_00255 0.48 0.45 0.50 59 74573 59 7 52 0 71
ASE_00257 0.56 0.56 0.57 54 50946 40 9 31 0 43
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.49 0.45 0.53 40 45074 45 4 32 9 48
ASE_00270 0.68 0.66 0.69 85 72267 40 7 31 2 43
ASE_00274 0.50 0.49 0.51 50 55513 48 9 39 0 53
ASE_00277 0.39 0.38 0.39 35 48115 57 9 46 2 56
ASE_00279 0.70 0.66 0.74 67 53210 28 0 24 4 34
ASE_00280 0.62 0.60 0.64 59 51911 38 4 29 5 39
ASE_00281 0.54 0.51 0.58 45 44473 39 0 33 6 43
ASE_00282 0.55 0.54 0.56 69 77692 54 6 48 0 58
ASE_00283 0.82 0.79 0.86 84 61678 22 2 12 8 23
ASE_00284 0.63 0.61 0.65 66 58209 41 5 31 5 42
ASE_00285 0.69 0.65 0.73 79 68898 36 2 27 7 43
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.70 0.66 0.75 68 54855 30 2 21 7 35
ASE_00292 0.64 0.59 0.70 82 81693 38 3 32 3 56
ASE_00294 0.78 0.74 0.83 127 114328 29 3 23 3 44
ASE_00296 0.29 0.28 0.31 40 91676 90 9 81 0 105
ASE_00297 0.68 0.67 0.69 66 52879 30 4 26 0 32
ASE_00298 0.46 0.44 0.48 50 67423 59 6 49 4 63
ASE_00318 0.65 0.64 0.67 75 80088 41 13 24 4 43
ASE_00328 0.40 0.40 0.41 45 72660 73 3 63 7 67
ASE_00332 0.54 0.51 0.56 71 81683 57 2 54 1 67
ASE_00335 0.48 0.47 0.50 54 75358 61 5 49 7 62
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00342 0.56 0.51 0.60 59 62383 39 2 37 0 56
ASE_00353 0.49 0.50 0.48 53 57859 58 11 47 0 54
ASE_00361 0.49 0.46 0.51 59 75351 59 7 49 3 68
ASE_00362 0.62 0.62 0.63 56 48116 36 6 27 3 35
ASE_00363 0.55 0.55 0.54 52 51264 47 4 40 3 42
ASE_00364 0.31 0.30 0.32 32 54184 72 7 62 3 73
ASE_00366 0.56 0.58 0.54 57 58547 50 10 39 1 41
ASE_00367 0.55 0.56 0.55 48 42983 43 6 34 3 38
ASE_00369 0.65 0.63 0.67 67 55845 37 3 30 4 40
ASE_00370 0.67 0.65 0.69 55 41825 25 7 18 0 29
ASE_00372 0.70 0.69 0.71 69 51906 31 5 23 3 31
ASE_00374 0.56 0.56 0.57 49 44764 37 8 29 0 39
ASE_00376 0.52 0.50 0.55 53 56856 47 4 40 3 52
ASE_00377 0.68 0.66 0.70 71 57529 36 4 26 6 36
ASE_00379 0.70 0.69 0.71 61 45970 34 3 22 9 28
ASE_00382 0.53 0.52 0.54 44 41824 40 6 31 3 40
ASE_00383 0.53 0.50 0.55 53 54519 47 4 39 4 52
ASE_00384 0.60 0.59 0.61 54 48428 39 2 32 5 38
ASE_00386 0.62 0.61 0.63 59 50309 42 2 33 7 37
ASE_00387 0.44 0.44 0.44 46 55841 58 6 52 0 58
ASE_00388 0.73 0.73 0.74 65 45665 28 3 20 5 24
ASE_00390 0.49 0.47 0.51 40 42117 45 6 32 7 45
ASE_00393 0.36 0.34 0.38 32 47810 59 3 50 6 61
ASE_00394 0.75 0.75 0.75 70 46878 26 5 18 3 23
ASE_00395 0.55 0.58 0.52 49 41521 46 8 38 0 35
ASE_00396 0.57 0.58 0.56 48 41530 43 8 30 5 35
ASE_00397 0.57 0.57 0.58 60 54511 46 3 41 2 45
ASE_00398 0.66 0.64 0.68 67 55846 35 3 29 3 37
ASE_00400 0.56 0.55 0.57 58 57869 44 4 39 1 48
ASE_00401 0.56 0.56 0.56 70 76904 54 11 43 0 56
ASE_00402 0.62 0.61 0.63 52 42403 34 6 25 3 33
ASE_00403 0.46 0.44 0.47 47 55846 53 3 49 1 60
ASE_00404 0.55 0.54 0.57 46 42990 42 0 35 7 39
ASE_00406 0.70 0.67 0.73 63 48742 27 8 15 4 31
ASE_00411 0.35 0.36 0.34 32 49362 61 11 50 0 57
ASE_00412 0.45 0.44 0.47 46 58213 54 8 44 2 59
ASE_00413 0.53 0.56 0.51 45 44462 44 14 30 0 36
ASE_00415 0.43 0.44 0.42 45 54840 63 9 52 2 58
ASE_00416 0.70 0.67 0.73 85 77305 38 2 29 7 42
ASE_00419 0.77 0.74 0.81 76 54852 22 4 14 4 27
ASE_00422 0.70 0.68 0.73 64 46883 31 5 19 7 30
ASE_00423 0.50 0.49 0.52 53 56852 51 7 41 3 56
ASE_00428 0.53 0.51 0.56 64 76521 55 5 46 4 61
ASE_00430 0.64 0.62 0.66 60 46880 38 5 26 7 37
ASE_00437 0.42 0.40 0.44 54 79278 69 5 64 0 81
ASE_00441 0.77 0.72 0.82 81 64162 30 2 16 12 31
ASE_00448 0.22 0.22 0.23 25 64150 92 6 80 6 87
ASE_00451 0.63 0.59 0.68 74 70767 38 2 33 3 51
RFA_00599 0.67 0.70 0.63 78 101352 64 17 28 19 33
RFA_00601 0.47 0.49 0.44 56 99109 89 21 49 19 58
RFA_00602 0.51 0.53 0.48 62 101347 86 18 48 20 54
TMR_00017 0.38 0.38 0.39 39 67060 68 15 47 6 63
TMR_00018 0.25 0.26 0.24 24 64521 81 11 64 6 68
TMR_00038 0.25 0.25 0.25 28 71142 87 12 71 4 82
TMR_00042 0.29 0.30 0.29 29 62736 73 8 62 3 69
TMR_00046 0.56 0.56 0.57 54 62740 47 7 34 6 42
TMR_00048 0.33 0.35 0.31 33 64874 78 9 64 5 62
TMR_00080 0.61 0.61 0.61 59 70403 41 10 28 3 37
TMR_00082 0.59 0.58 0.60 56 67802 43 12 26 5 40
TMR_00123 0.17 0.17 0.17 17 66327 92 11 75 6 84
TMR_00137 0.16 0.17 0.16 15 60979 89 14 67 8 74
TMR_00142 0.57 0.61 0.54 62 70761 53 21 32 0 40
TMR_00207 0.25 0.24 0.26 25 72292 80 6 67 7 78
TMR_00257 0.20 0.19 0.20 19 67068 78 8 66 4 79
TMR_00271 0.47 0.46 0.48 42 64173 54 7 39 8 49
TMR_00332 0.28 0.27 0.29 27 67067 71 14 53 4 72
TMR_00366 0.31 0.30 0.31 30 67800 79 10 56 13 70
TMR_00378 0.29 0.30 0.28 29 67792 86 7 68 11 68
TMR_00399 0.29 0.31 0.28 29 64875 80 23 53 4 65
TMR_00404 0.21 0.23 0.20 21 67425 94 23 59 12 71
TMR_00427 0.33 0.33 0.33 32 67430 69 11 55 3 65
TMR_00443 0.37 0.38 0.36 39 67053 71 13 56 2 65
TMR_00451 0.22 0.24 0.21 21 63448 83 14 63 6 68
TMR_00458 0.15 0.15 0.15 14 63450 89 19 63 7 79
TMR_00469 0.40 0.41 0.39 41 64514 65 11 54 0 59
TMR_00472 0.33 0.33 0.33 32 64523 77 10 55 12 65
TMR_00519 0.19 0.20 0.18 19 63084 97 18 69 10 76
TMR_00520 0.46 0.46 0.46 46 63090 64 12 42 10 53
TMR_00522 0.36 0.36 0.36 35 63094 70 11 50 9 62
TMR_00528 0.30 0.31 0.29 30 63086 84 20 54 10 67
TMR_00540 0.42 0.41 0.43 43 73435 66 10 48 8 61
TMR_00568 0.35 0.34 0.37 34 60633 65 9 50 6 65
TMR_00571 0.32 0.32 0.32 32 60626 75 12 56 7 67
TMR_00580 0.26 0.26 0.25 26 60624 77 19 57 1 74
TMR_00584 0.52 0.51 0.53 49 60982 55 7 37 11 48
TMR_00586 0.23 0.25 0.22 24 60965 87 18 68 1 73
TMR_00616 0.35 0.34 0.35 34 67064 68 14 49 5 65
TMR_00699 0.39 0.37 0.40 38 67066 61 7 50 4 64
TMR_00702 0.19 0.19 0.20 19 67065 80 17 60 3 81
TMR_00703 0.36 0.36 0.37 36 67430 67 12 50 5 63

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