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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 RNAfold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) RNAfold
MCC 0.740 > 0.527
Average MCC ± 95% Confidence Intervals 0.739 ± 0.012 > 0.526 ± 0.021
Sensitivity 0.685 > 0.518
Positive Predictive Value 0.801 > 0.537
Total TP 14660 > 11098
Total TN 12415696 > 12413351
Total FP 4796 < 10471
Total FP CONTRA 517 < 1349
Total FP INCONS 3133 < 8208
Total FP COMP 1146 > 914
Total FN 6755 < 10317
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAfold).

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

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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 RNAfold - scored lower in this pairwise comparison

1. Total counts & total scores for RNAfold

Total Base Pair Counts
Total TP 11098
Total TN 12413351
Total FP 10471
Total FP CONTRA 1349
Total FP INCONS 8208
Total FP COMP 914
Total FN 10317
Total Scores
MCC 0.527
Average MCC ± 95% Confidence Intervals 0.526 ± 0.021
Sensitivity 0.518
Positive Predictive Value 0.537
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.70 0.71 68 47799 30 9 19 2 29
ASE_00005 0.63 0.58 0.68 68 57870 37 0 32 5 49
ASE_00006 0.62 0.62 0.62 58 47493 38 7 28 3 35
ASE_00007 0.57 0.55 0.60 60 59585 44 2 38 4 50
ASE_00012 0.58 0.54 0.62 67 73812 49 2 39 8 56
ASE_00018 0.80 0.76 0.84 102 80479 22 3 17 2 32
ASE_00020 0.56 0.54 0.59 68 73804 48 8 40 0 58
ASE_00021 0.60 0.54 0.65 87 104063 52 4 42 6 73
ASE_00022 0.46 0.44 0.48 55 82914 66 6 53 7 69
ASE_00028 0.61 0.59 0.64 74 84550 51 9 33 9 52
ASE_00035 0.30 0.28 0.32 33 70398 76 12 57 7 85
ASE_00037 0.49 0.46 0.52 51 59242 50 2 45 3 59
ASE_00038 0.54 0.53 0.55 54 53529 46 4 41 1 47
ASE_00040 0.49 0.47 0.51 63 78879 67 5 56 6 70
ASE_00041 0.53 0.51 0.55 55 57530 50 2 43 5 53
ASE_00042 0.53 0.50 0.56 72 89971 58 4 53 1 73
ASE_00044 0.69 0.68 0.70 71 54513 35 3 28 4 34
ASE_00064 0.43 0.43 0.44 38 45364 53 5 44 4 51
ASE_00068 0.51 0.48 0.53 41 37598 37 4 32 1 44
ASE_00074 0.58 0.57 0.59 68 67780 49 6 42 1 51
ASE_00075 0.61 0.56 0.68 90 108678 49 3 40 6 72
ASE_00077 0.51 0.51 0.52 44 45065 41 6 35 0 42
ASE_00078 0.68 0.67 0.68 56 42989 31 5 21 5 27
ASE_00080 0.47 0.45 0.49 55 71519 60 5 52 3 68
ASE_00081 0.55 0.55 0.55 53 49674 44 5 38 1 44
ASE_00082 0.57 0.54 0.61 63 70396 55 1 40 14 53
ASE_00083 0.79 0.75 0.83 83 62381 23 2 15 6 27
ASE_00084 0.70 0.69 0.72 68 53533 30 6 21 3 31
ASE_00087 0.67 0.61 0.74 88 88291 36 6 25 5 56
ASE_00090 0.54 0.54 0.54 55 55509 51 4 43 4 46
ASE_00092 0.73 0.71 0.75 80 63440 31 0 26 5 33
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.53 0.50 0.56 60 64153 49 6 42 1 59
ASE_00105 0.40 0.39 0.41 43 64155 65 13 50 2 68
ASE_00107 0.40 0.39 0.42 49 73036 71 3 65 3 78
ASE_00115 0.47 0.46 0.48 46 54519 58 1 49 8 55
ASE_00118 0.52 0.52 0.53 53 60626 49 7 40 2 49
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.56 0.54 0.59 46 38425 37 2 30 5 39
ASE_00125 0.64 0.63 0.65 55 39255 31 4 26 1 33
ASE_00126 0.75 0.77 0.74 63 40385 26 3 19 4 19
ASE_00128 0.74 0.71 0.77 71 53209 28 2 19 7 29
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.63 0.55 0.71 47 39274 29 0 19 10 38
ASE_00134 0.37 0.38 0.36 36 50304 63 5 58 0 59
ASE_00135 0.46 0.45 0.47 49 63085 60 8 48 4 60
ASE_00136 0.61 0.61 0.62 56 48114 39 6 29 4 36
ASE_00137 0.44 0.43 0.45 42 48423 53 4 47 2 56
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.71 0.66 0.76 82 70768 28 4 22 2 43
ASE_00142 0.75 0.71 0.80 87 67052 26 4 18 4 35
ASE_00146 0.51 0.46 0.56 57 70774 48 0 45 3 67
ASE_00153 0.61 0.62 0.61 45 57556 72 2 27 43 28
ASE_00163 0.64 0.63 0.66 59 53211 42 4 27 11 34
ASE_00165 0.57 0.55 0.60 56 52881 39 12 26 1 45
ASE_00170 0.70 0.68 0.72 63 48740 26 2 23 1 30
ASE_00171 0.59 0.60 0.59 56 48421 40 9 30 1 38
ASE_00172 0.69 0.69 0.70 73 58892 36 6 25 5 33
ASE_00174 0.52 0.51 0.53 56 60970 51 6 43 2 53
ASE_00175 0.61 0.61 0.61 65 59925 42 7 34 1 42
ASE_00179 0.64 0.65 0.62 55 44164 34 7 27 0 29
ASE_00180 0.72 0.69 0.75 69 51268 29 2 21 6 31
ASE_00181 0.54 0.53 0.54 56 57527 51 3 44 4 50
ASE_00182 0.48 0.46 0.50 63 84128 67 6 58 3 73
ASE_00183 0.72 0.71 0.73 80 61316 34 2 27 5 33
ASE_00184 0.62 0.63 0.62 64 54511 40 10 30 0 38
ASE_00185 0.80 0.76 0.84 97 73421 25 3 15 7 31
ASE_00186 0.74 0.70 0.79 92 78886 30 3 22 5 40
ASE_00190 0.50 0.48 0.52 43 45368 44 2 38 4 47
ASE_00197 0.49 0.46 0.52 67 89123 66 4 59 3 78
ASE_00198 0.65 0.65 0.66 66 52550 34 6 28 0 36
ASE_00203 0.66 0.66 0.67 63 46571 31 6 25 0 33
ASE_00212 0.53 0.51 0.55 76 93822 67 5 58 4 72
ASE_00214 0.80 0.79 0.81 81 56180 27 3 16 8 22
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.63 0.62 0.63 51 39259 32 7 23 2 31
ASE_00217 0.30 0.29 0.32 26 40388 60 6 50 4 64
ASE_00221 0.58 0.53 0.64 62 64523 38 3 32 3 55
ASE_00228 0.60 0.60 0.59 52 46883 36 14 22 0 34
ASE_00229 0.60 0.60 0.61 52 42401 33 10 23 0 35
ASE_00231 0.69 0.69 0.70 66 47801 28 5 23 0 30
ASE_00232 0.59 0.58 0.60 49 38421 35 3 30 2 35
ASE_00234 0.58 0.53 0.63 68 75358 45 5 35 5 61
ASE_00238 0.62 0.61 0.63 70 64150 46 2 39 5 44
ASE_00241 0.60 0.60 0.61 52 43871 34 7 26 1 35
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.47 0.43 0.51 49 62384 48 3 45 0 65
ASE_00254 0.74 0.72 0.77 59 36779 24 5 13 6 23
ASE_00255 0.47 0.45 0.50 59 74572 60 7 53 0 71
ASE_00257 0.64 0.64 0.64 62 50943 35 1 34 0 35
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.32 0.31 0.34 27 45070 61 5 48 8 61
ASE_00270 0.64 0.63 0.66 81 72267 43 8 34 1 47
ASE_00274 0.48 0.47 0.51 48 55516 47 7 40 0 55
ASE_00277 0.38 0.38 0.38 35 48113 59 9 48 2 56
ASE_00279 0.70 0.66 0.74 67 53210 28 0 24 4 34
ASE_00280 0.37 0.37 0.38 36 51908 62 6 53 3 62
ASE_00281 0.60 0.56 0.64 49 44475 34 3 24 7 39
ASE_00282 0.42 0.42 0.43 53 77692 70 6 64 0 74
ASE_00283 0.73 0.69 0.76 74 61679 28 4 19 5 33
ASE_00284 0.63 0.61 0.65 66 58209 42 4 32 6 42
ASE_00285 0.71 0.67 0.75 82 68897 35 2 25 8 40
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.72 0.67 0.77 69 54856 30 2 19 9 34
ASE_00292 0.71 0.67 0.76 92 81689 34 4 25 5 46
ASE_00294 0.79 0.75 0.83 128 114327 29 3 23 3 43
ASE_00296 0.27 0.26 0.29 37 91677 95 8 84 3 108
ASE_00297 0.49 0.50 0.49 49 52875 53 5 46 2 49
ASE_00298 0.47 0.45 0.50 51 67425 57 7 45 5 62
ASE_00318 0.63 0.60 0.65 71 80091 42 13 25 4 47
ASE_00328 0.41 0.41 0.40 46 72657 74 3 65 6 66
ASE_00332 0.53 0.51 0.55 71 81682 58 2 55 1 67
ASE_00335 0.48 0.47 0.50 54 75357 62 5 50 7 62
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00342 0.47 0.44 0.50 51 62379 51 2 49 0 64
ASE_00353 0.45 0.46 0.45 49 57860 61 11 50 0 58
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 0.54 0.55 0.53 52 51262 46 5 41 0 42
ASE_00364 0.31 0.30 0.31 32 54183 74 7 63 4 73
ASE_00366 0.52 0.54 0.50 53 58546 57 10 44 3 45
ASE_00367 0.32 0.34 0.31 29 42978 64 8 56 0 57
ASE_00369 0.68 0.67 0.69 72 55840 39 2 31 6 35
ASE_00370 0.65 0.63 0.67 53 41826 27 5 21 1 31
ASE_00372 0.70 0.69 0.72 69 51907 31 5 22 4 31
ASE_00374 0.56 0.56 0.56 49 44763 38 8 30 0 39
ASE_00376 0.52 0.50 0.54 53 56855 48 4 41 3 52
ASE_00377 0.68 0.66 0.70 71 57529 37 4 26 7 36
ASE_00379 0.44 0.44 0.45 39 45969 56 7 41 8 50
ASE_00382 0.66 0.65 0.67 55 41823 30 6 21 3 29
ASE_00383 0.46 0.44 0.48 46 54520 54 5 44 5 59
ASE_00384 0.76 0.75 0.78 69 48427 25 3 17 5 23
ASE_00386 0.53 0.53 0.53 51 50306 51 4 42 5 45
ASE_00387 0.41 0.41 0.41 43 55840 62 6 56 0 61
ASE_00388 0.70 0.70 0.70 62 45665 29 2 24 3 27
ASE_00390 0.47 0.46 0.49 39 42115 51 3 38 10 46
ASE_00393 0.37 0.35 0.39 33 47811 57 2 49 6 60
ASE_00394 0.72 0.72 0.73 67 46879 29 3 22 4 26
ASE_00395 0.69 0.68 0.70 57 41535 33 2 22 9 27
ASE_00396 0.41 0.41 0.40 34 41532 56 11 39 6 49
ASE_00397 0.45 0.46 0.45 48 54508 59 8 51 0 57
ASE_00398 0.64 0.62 0.66 64 55848 36 1 32 3 40
ASE_00400 0.54 0.53 0.55 56 57868 47 2 44 1 50
ASE_00401 0.54 0.56 0.53 70 76897 61 13 48 0 56
ASE_00402 0.45 0.45 0.46 38 42404 50 5 39 6 47
ASE_00403 0.35 0.35 0.36 37 55843 68 4 61 3 70
ASE_00404 0.55 0.54 0.57 46 42990 42 0 35 7 39
ASE_00406 0.71 0.69 0.74 65 48740 27 8 15 4 29
ASE_00411 0.35 0.36 0.34 32 49361 62 11 51 0 57
ASE_00412 0.46 0.45 0.48 47 58214 51 8 42 1 58
ASE_00413 0.39 0.42 0.36 34 44457 60 14 46 0 47
ASE_00415 0.45 0.45 0.45 46 54843 59 6 51 2 57
ASE_00416 0.69 0.67 0.72 85 77303 41 3 30 8 42
ASE_00419 0.74 0.72 0.77 74 54850 26 5 17 4 29
ASE_00422 0.70 0.68 0.72 64 46882 33 5 20 8 30
ASE_00423 0.55 0.54 0.55 59 56846 51 7 41 3 50
ASE_00428 0.53 0.51 0.55 64 76520 56 5 47 4 61
ASE_00430 0.63 0.62 0.65 60 46879 40 5 27 8 37
ASE_00437 0.42 0.40 0.44 54 79277 70 4 66 0 81
ASE_00441 0.78 0.74 0.81 83 64159 31 3 16 12 29
ASE_00448 0.22 0.22 0.23 25 64150 92 6 80 6 87
ASE_00451 0.49 0.46 0.52 58 70765 56 3 50 3 67
RFA_00599 0.66 0.70 0.63 78 101351 65 17 29 19 33
RFA_00601 0.47 0.49 0.44 56 99109 88 22 48 18 58
RFA_00602 0.52 0.55 0.50 64 101347 87 16 48 23 52
TMR_00017 0.39 0.40 0.38 41 67053 73 15 52 6 61
TMR_00018 0.12 0.13 0.12 12 64521 93 11 76 6 80
TMR_00038 0.25 0.25 0.25 28 71141 88 12 72 4 82
TMR_00042 0.24 0.24 0.24 24 62735 79 9 67 3 74
TMR_00046 0.54 0.56 0.53 54 62733 51 11 37 3 42
TMR_00048 0.33 0.35 0.31 33 64873 79 9 65 5 62
TMR_00080 0.55 0.56 0.53 54 70398 51 16 32 3 42
TMR_00082 0.59 0.58 0.59 56 67801 44 12 27 5 40
TMR_00123 0.49 0.49 0.51 49 66333 53 10 38 5 52
TMR_00137 0.25 0.27 0.24 24 60976 79 19 56 4 65
TMR_00142 0.56 0.61 0.53 62 70758 56 22 34 0 40
TMR_00207 0.36 0.35 0.36 36 72291 70 5 58 7 67
TMR_00257 0.25 0.24 0.26 24 67068 73 8 61 4 74
TMR_00271 0.49 0.48 0.50 44 64173 53 9 35 9 47
TMR_00332 0.39 0.38 0.39 38 67064 63 10 49 4 61
TMR_00366 0.28 0.28 0.28 28 67797 84 12 59 13 72
TMR_00378 0.28 0.30 0.27 29 67790 88 7 70 11 68
TMR_00399 0.16 0.17 0.15 16 64871 97 27 66 4 78
TMR_00404 0.49 0.52 0.46 48 67424 67 10 46 11 44
TMR_00427 0.31 0.31 0.31 30 67432 71 11 55 5 67
TMR_00443 0.44 0.44 0.44 46 67057 60 14 44 2 58
TMR_00451 0.17 0.19 0.16 17 63441 88 16 72 0 72
TMR_00458 0.24 0.24 0.24 22 63454 78 7 63 8 71
TMR_00469 0.39 0.41 0.38 41 64511 68 11 57 0 59
TMR_00472 0.38 0.40 0.36 39 64511 73 24 46 3 58
TMR_00519 0.14 0.15 0.13 14 63083 103 16 77 10 81
TMR_00520 0.42 0.43 0.41 43 63084 72 17 46 9 56
TMR_00522 0.36 0.36 0.36 35 63093 71 11 51 9 62
TMR_00528 0.13 0.13 0.12 13 63081 106 12 84 10 84
TMR_00540 0.37 0.37 0.37 38 73433 74 8 57 9 66
TMR_00568 0.59 0.59 0.60 58 60630 47 3 35 9 41
TMR_00571 0.59 0.60 0.58 59 60624 48 8 35 5 40
TMR_00580 0.53 0.53 0.54 53 60627 55 15 31 9 47
TMR_00584 0.40 0.42 0.38 41 60967 73 8 59 6 56
TMR_00586 0.23 0.25 0.21 24 60962 90 19 70 1 73
TMR_00616 0.36 0.37 0.36 37 67057 72 18 49 5 62
TMR_00699 0.22 0.23 0.22 23 67056 84 11 71 2 79
TMR_00702 0.16 0.16 0.16 16 67059 90 10 76 4 84
TMR_00703 0.31 0.31 0.30 31 67426 75 14 57 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.