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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 Contrafold - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) Contrafold
MCC 0.740 > 0.601
Average MCC ± 95% Confidence Intervals 0.739 ± 0.012 > 0.600 ± 0.020
Sensitivity 0.685 > 0.576
Positive Predictive Value 0.801 > 0.628
Total TP 14660 > 12335
Total TN 12415696 > 12414368
Total FP 4796 < 8481
Total FP CONTRA 517 < 1069
Total FP INCONS 3133 < 6234
Total FP COMP 1146 < 1178
Total FN 6755 < 9080
P-value 3.56938820447e-08

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Performance plots


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

  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 Contrafold).

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

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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 Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP 12335
Total TN 12414368
Total FP 8481
Total FP CONTRA 1069
Total FP INCONS 6234
Total FP COMP 1178
Total FN 9080
Total Scores
MCC 0.601
Average MCC ± 95% Confidence Intervals 0.600 ± 0.020
Sensitivity 0.576
Positive Predictive Value 0.628
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.68 0.72 66 47803 28 5 21 2 31
ASE_00005 0.62 0.56 0.69 65 57876 30 0 29 1 52
ASE_00006 0.52 0.52 0.53 48 47495 47 7 36 4 45
ASE_00007 0.53 0.49 0.57 54 59591 45 1 39 5 56
ASE_00012 0.54 0.50 0.58 61 73815 53 2 42 9 62
ASE_00018 0.62 0.59 0.66 79 80481 42 2 39 1 55
ASE_00020 0.68 0.62 0.74 78 73815 31 1 26 4 48
ASE_00021 0.65 0.61 0.69 97 104056 50 3 40 7 63
ASE_00022 0.33 0.31 0.35 39 82918 77 2 69 6 85
ASE_00028 0.69 0.66 0.72 83 84551 44 4 28 12 43
ASE_00035 0.40 0.36 0.43 43 70401 62 4 52 6 75
ASE_00037 0.60 0.53 0.69 58 59256 28 1 25 2 52
ASE_00038 0.54 0.50 0.58 51 53540 41 6 31 4 50
ASE_00040 0.14 0.14 0.15 19 78875 114 8 101 5 114
ASE_00041 0.67 0.61 0.73 66 57539 29 2 23 4 42
ASE_00042 0.57 0.54 0.60 79 89969 57 2 50 5 66
ASE_00044 0.68 0.67 0.69 70 54513 37 5 27 5 35
ASE_00064 0.60 0.56 0.65 50 45374 37 2 25 10 39
ASE_00068 0.69 0.61 0.79 52 37609 14 1 13 0 33
ASE_00074 0.49 0.49 0.50 58 67781 59 7 50 2 61
ASE_00075 0.74 0.69 0.80 111 108673 34 3 24 7 51
ASE_00077 0.73 0.67 0.78 58 45076 22 3 13 6 28
ASE_00078 0.73 0.66 0.81 55 43003 20 0 13 7 28
ASE_00080 0.59 0.57 0.61 70 71517 49 6 38 5 53
ASE_00081 0.61 0.58 0.64 56 49682 34 5 27 2 41
ASE_00082 0.79 0.72 0.87 83 70405 24 1 11 12 33
ASE_00083 0.76 0.71 0.81 78 62385 25 0 18 7 32
ASE_00084 0.74 0.73 0.76 72 53533 30 2 21 7 27
ASE_00087 0.74 0.72 0.76 103 88275 33 4 28 1 41
ASE_00090 0.67 0.67 0.66 68 55508 43 4 31 8 33
ASE_00092 0.82 0.80 0.85 90 63440 23 6 10 7 23
ASE_00099 0.53 0.51 0.55 61 64510 51 5 44 2 59
ASE_00104 0.71 0.69 0.73 82 64148 33 4 27 2 37
ASE_00105 0.53 0.50 0.57 55 64165 49 7 34 8 56
ASE_00107 0.69 0.68 0.70 86 73030 38 4 33 1 41
ASE_00115 0.69 0.69 0.69 70 54513 40 6 26 8 31
ASE_00118 0.64 0.62 0.66 63 60631 35 4 28 3 39
ASE_00119 0.73 0.72 0.74 78 62729 31 3 25 3 30
ASE_00123 0.57 0.54 0.61 46 38427 34 4 26 4 39
ASE_00125 0.76 0.70 0.82 62 39264 22 3 11 8 26
ASE_00126 0.61 0.59 0.64 48 40395 34 2 25 7 34
ASE_00128 0.79 0.72 0.88 72 53219 16 1 9 6 28
ASE_00129 0.70 0.66 0.74 73 62737 30 1 24 5 38
ASE_00131 0.71 0.65 0.79 55 39270 25 1 14 10 30
ASE_00134 0.43 0.41 0.46 39 50318 50 3 43 4 56
ASE_00135 0.63 0.57 0.69 62 63100 35 1 27 7 47
ASE_00136 0.60 0.54 0.66 50 48129 37 1 25 11 42
ASE_00137 0.79 0.76 0.82 74 48426 20 4 12 4 24
ASE_00138 0.59 0.56 0.63 45 40399 27 7 19 1 36
ASE_00140 0.76 0.70 0.83 88 70770 19 3 15 1 37
ASE_00142 0.60 0.59 0.62 72 67045 50 5 39 6 50
ASE_00146 0.50 0.48 0.53 60 70762 55 7 47 1 64
ASE_00153 0.41 0.42 0.40 31 57553 80 7 39 34 42
ASE_00163 0.34 0.32 0.37 30 53219 62 4 48 10 63
ASE_00165 0.71 0.66 0.77 67 52888 21 4 16 1 34
ASE_00170 0.65 0.61 0.70 57 48746 26 4 21 1 36
ASE_00171 0.74 0.71 0.77 67 48429 24 5 15 4 27
ASE_00172 0.83 0.77 0.88 82 58903 15 2 9 4 24
ASE_00174 0.62 0.58 0.66 63 60979 34 7 26 1 46
ASE_00175 0.35 0.34 0.36 36 59932 73 3 60 10 71
ASE_00179 0.75 0.69 0.81 58 44181 21 3 11 7 26
ASE_00180 0.77 0.71 0.85 71 51276 18 4 9 5 29
ASE_00181 0.44 0.42 0.46 45 57532 55 5 48 2 61
ASE_00182 0.66 0.63 0.70 86 84132 38 2 35 1 50
ASE_00183 0.71 0.70 0.72 79 61315 40 2 29 9 34
ASE_00184 0.76 0.77 0.75 79 54509 30 5 22 3 23
ASE_00185 0.74 0.69 0.80 88 73426 28 2 20 6 40
ASE_00186 0.75 0.72 0.79 95 78882 35 3 23 9 37
ASE_00190 0.53 0.46 0.61 41 45384 33 3 23 7 49
ASE_00197 0.62 0.59 0.66 85 89125 49 3 40 6 60
ASE_00198 0.71 0.69 0.73 70 52554 30 4 22 4 32
ASE_00203 0.78 0.74 0.82 71 46578 22 4 12 6 25
ASE_00212 0.68 0.64 0.71 95 93828 46 3 35 8 53
ASE_00214 0.80 0.78 0.82 80 56183 27 3 14 10 23
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.58 0.59 0.58 48 39257 36 9 26 1 34
ASE_00217 0.42 0.39 0.46 35 40394 47 2 39 6 55
ASE_00221 0.66 0.60 0.72 70 64523 31 1 26 4 47
ASE_00228 0.79 0.78 0.80 67 46887 20 8 9 3 19
ASE_00229 0.67 0.64 0.71 56 42407 28 4 19 5 31
ASE_00231 0.77 0.75 0.79 72 47804 20 3 16 1 24
ASE_00232 0.64 0.64 0.64 54 38418 33 10 21 2 30
ASE_00234 0.55 0.50 0.60 64 75360 47 3 39 5 65
ASE_00238 0.68 0.62 0.75 71 64166 26 1 23 2 43
ASE_00241 0.79 0.74 0.85 64 43881 17 2 9 6 23
ASE_00242 0.76 0.72 0.79 81 60973 24 6 15 3 31
ASE_00248 0.62 0.58 0.67 66 62383 36 1 31 4 48
ASE_00254 0.77 0.73 0.81 60 36782 20 5 9 6 22
ASE_00255 0.64 0.62 0.67 80 74571 46 4 36 6 50
ASE_00257 0.77 0.74 0.81 72 50951 21 2 15 4 25
ASE_00263 0.56 0.56 0.57 67 70383 50 4 46 0 53
ASE_00267 0.49 0.47 0.52 41 45071 44 3 35 6 47
ASE_00270 0.72 0.70 0.75 89 72271 33 3 27 3 39
ASE_00274 0.48 0.47 0.51 48 55516 49 6 41 2 55
ASE_00277 0.61 0.59 0.63 54 48119 35 5 27 3 37
ASE_00279 0.52 0.51 0.53 52 53202 48 8 39 1 49
ASE_00280 0.61 0.58 0.64 57 51914 35 4 28 3 41
ASE_00281 0.70 0.65 0.75 57 44475 26 1 18 7 31
ASE_00282 0.49 0.47 0.51 60 77698 59 9 48 2 67
ASE_00283 0.64 0.63 0.66 67 61674 41 4 31 6 40
ASE_00284 0.65 0.63 0.67 68 58209 40 6 28 6 40
ASE_00285 0.83 0.79 0.87 96 68896 23 3 11 9 26
ASE_00286 0.73 0.70 0.77 64 46582 24 1 18 5 28
ASE_00287 0.68 0.65 0.72 67 54853 32 3 23 6 36
ASE_00292 0.59 0.53 0.66 73 81699 43 2 36 5 65
ASE_00294 0.73 0.68 0.78 116 114333 36 3 29 4 55
ASE_00296 0.55 0.54 0.57 78 91670 61 5 53 3 67
ASE_00297 0.68 0.67 0.68 66 52878 37 5 26 6 32
ASE_00298 0.28 0.27 0.29 31 67422 79 7 68 4 82
ASE_00318 0.63 0.60 0.66 71 80093 40 12 24 4 47
ASE_00328 0.63 0.59 0.67 66 72673 41 5 27 9 46
ASE_00332 0.56 0.55 0.58 76 81678 60 2 54 4 62
ASE_00335 0.62 0.57 0.68 66 75369 44 2 29 13 50
ASE_00340 0.47 0.45 0.49 38 45978 44 4 36 4 47
ASE_00342 0.67 0.64 0.70 74 62376 33 4 27 2 41
ASE_00353 0.77 0.75 0.78 80 57868 29 1 21 7 27
ASE_00361 0.64 0.61 0.67 77 75351 42 8 30 4 50
ASE_00362 0.60 0.59 0.60 54 48115 38 2 34 2 37
ASE_00363 0.78 0.77 0.80 72 51270 25 1 17 7 22
ASE_00364 0.74 0.71 0.77 75 54187 33 3 20 10 30
ASE_00366 0.37 0.38 0.36 37 58550 68 7 59 2 61
ASE_00367 0.50 0.50 0.50 43 42985 49 8 35 6 43
ASE_00369 0.75 0.72 0.78 77 55846 28 1 21 6 30
ASE_00370 0.63 0.63 0.62 53 41820 35 4 28 3 31
ASE_00372 0.70 0.68 0.72 68 51908 33 4 23 6 32
ASE_00374 0.74 0.73 0.74 64 44764 23 5 17 1 24
ASE_00376 0.61 0.60 0.63 63 56853 41 4 33 4 42
ASE_00377 0.77 0.76 0.78 81 57526 29 4 19 6 26
ASE_00379 0.60 0.58 0.63 52 45973 39 4 27 8 37
ASE_00382 0.58 0.56 0.59 47 41826 36 6 26 4 37
ASE_00383 0.74 0.72 0.75 76 54514 32 3 22 7 29
ASE_00384 0.78 0.76 0.80 70 48428 22 2 16 4 22
ASE_00386 0.67 0.66 0.68 63 50310 36 1 29 6 33
ASE_00387 0.69 0.65 0.73 68 55852 27 1 24 2 36
ASE_00388 0.72 0.67 0.78 60 45676 22 1 16 5 29
ASE_00390 0.65 0.64 0.67 54 42114 37 3 24 10 31
ASE_00393 0.72 0.68 0.77 63 47813 26 2 17 7 30
ASE_00394 0.80 0.80 0.81 74 46880 20 4 13 3 19
ASE_00395 0.68 0.68 0.69 57 41533 29 5 21 3 27
ASE_00396 0.56 0.54 0.58 45 41538 34 2 31 1 38
ASE_00397 0.64 0.64 0.65 67 54512 41 6 30 5 38
ASE_00398 0.68 0.63 0.74 65 55857 30 1 22 7 39
ASE_00400 0.66 0.63 0.70 67 57874 31 1 28 2 39
ASE_00401 0.63 0.63 0.64 79 76904 46 7 38 1 47
ASE_00402 0.78 0.74 0.83 63 42410 18 1 12 5 22
ASE_00403 0.39 0.36 0.41 39 55850 61 3 53 5 68
ASE_00404 0.54 0.53 0.55 45 42989 38 2 35 1 40
ASE_00406 0.72 0.71 0.74 67 48737 29 6 18 5 27
ASE_00411 0.56 0.53 0.59 47 49376 34 7 25 2 42
ASE_00412 0.63 0.59 0.67 62 58218 40 4 27 9 43
ASE_00413 0.49 0.48 0.50 39 44473 43 10 29 4 42
ASE_00415 0.54 0.52 0.56 54 54849 50 3 40 7 49
ASE_00416 0.61 0.58 0.63 74 77304 51 5 38 8 53
ASE_00419 0.77 0.77 0.78 79 54845 24 9 13 2 24
ASE_00422 0.68 0.67 0.68 63 46879 34 5 24 5 31
ASE_00423 0.67 0.66 0.68 72 56847 36 7 27 2 37
ASE_00428 0.67 0.62 0.73 78 76529 38 2 27 9 47
ASE_00430 0.69 0.68 0.70 66 46877 35 5 23 7 31
ASE_00437 0.46 0.41 0.52 55 79296 53 1 49 3 80
ASE_00441 0.82 0.76 0.89 85 64166 20 2 8 10 27
ASE_00448 0.40 0.38 0.42 42 64162 65 8 49 8 70
ASE_00451 0.74 0.69 0.79 86 70767 24 2 21 1 39
RFA_00599 0.71 0.73 0.70 81 101359 59 10 25 24 30
RFA_00601 0.33 0.36 0.30 41 99097 108 37 60 11 73
RFA_00602 0.63 0.67 0.58 78 101341 68 25 31 12 38
TMR_00017 0.49 0.44 0.54 45 67078 42 5 33 4 57
TMR_00018 0.38 0.37 0.40 34 64535 55 13 38 4 58
TMR_00038 0.26 0.25 0.26 28 71146 85 15 64 6 82
TMR_00042 0.29 0.30 0.29 29 62736 74 13 57 4 69
TMR_00046 0.60 0.58 0.62 56 62745 44 6 28 10 40
TMR_00048 0.40 0.41 0.40 39 64882 69 13 46 10 56
TMR_00080 0.43 0.42 0.44 40 70410 50 15 35 0 56
TMR_00082 0.29 0.28 0.30 27 67807 64 9 53 2 69
TMR_00123 0.53 0.51 0.55 52 66335 52 4 39 9 49
TMR_00137 0.37 0.34 0.41 30 61001 53 6 38 9 59
TMR_00142 0.57 0.58 0.56 59 70771 61 13 33 15 43
TMR_00207 0.43 0.40 0.48 41 72304 50 5 40 5 62
TMR_00257 0.25 0.22 0.27 22 67080 65 2 57 6 76
TMR_00271 0.64 0.62 0.67 56 64177 40 6 22 12 35
TMR_00332 0.45 0.40 0.50 40 67081 45 2 38 5 59
TMR_00366 0.52 0.50 0.53 50 67802 55 12 32 11 50
TMR_00378 0.24 0.25 0.24 24 67797 86 17 58 11 73
TMR_00399 0.44 0.43 0.47 40 64894 52 16 30 6 54
TMR_00404 0.56 0.58 0.55 53 67431 62 11 33 18 39
TMR_00427 0.45 0.42 0.48 41 67443 49 10 34 5 56
TMR_00443 0.57 0.51 0.65 53 67079 36 6 23 7 51
TMR_00451 0.19 0.19 0.18 17 63453 80 18 58 4 72
TMR_00458 0.32 0.30 0.35 28 63465 60 11 42 7 65
TMR_00469 0.53 0.53 0.53 53 64520 51 13 34 4 47
TMR_00472 0.64 0.64 0.64 62 64523 43 12 23 8 35
TMR_00519 0.33 0.32 0.35 30 63105 69 8 47 14 65
TMR_00520 0.44 0.41 0.48 41 63104 56 9 36 11 58
TMR_00522 0.36 0.35 0.38 34 63100 65 12 44 9 63
TMR_00528 0.36 0.36 0.35 35 63091 75 20 44 11 62
TMR_00540 0.35 0.35 0.36 36 73436 76 10 54 12 68
TMR_00568 0.51 0.51 0.53 50 60631 51 6 39 6 49
TMR_00571 0.65 0.64 0.66 63 60631 44 7 25 12 36
TMR_00580 0.41 0.41 0.41 41 60625 63 15 45 3 59
TMR_00584 0.63 0.61 0.65 59 60984 45 3 29 13 38
TMR_00586 0.41 0.41 0.41 40 60977 63 11 47 5 57
TMR_00616 0.42 0.41 0.42 41 67063 65 12 45 8 58
TMR_00699 0.67 0.62 0.72 63 67074 29 4 20 5 39
TMR_00702 0.36 0.32 0.40 32 67081 57 5 43 9 68
TMR_00703 0.59 0.56 0.62 55 67439 43 6 28 9 44

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