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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 RNAshapes - scored lower in this pairwise comparison

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


Overview

Metric TurboFold(20) RNAshapes
MCC 0.738 > 0.456
Average MCC ± 95% Confidence Intervals 0.737 ± 0.012 > 0.455 ± 0.022
Sensitivity 0.682 > 0.441
Positive Predictive Value 0.799 > 0.473
Total TP 13719 > 8866
Total TN 11500251 > 11498665
Total FP 4503 < 10748
Total FP CONTRA 488 < 1261
Total FP INCONS 2963 < 8629
Total FP COMP 1052 > 858
Total FN 6387 < 11240
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAshapes).

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

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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 13719
Total TN 11500251
Total FP 4503
Total FP CONTRA 488
Total FP INCONS 2963
Total FP COMP 1052
Total FN 6387
Total Scores
MCC 0.738
Average MCC ± 95% Confidence Intervals 0.737 ± 0.012
Sensitivity 0.682
Positive Predictive Value 0.799
Nr of predictions 194

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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_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_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_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_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_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
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_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 RNAshapes - scored lower in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP 8866
Total TN 11498665
Total FP 10748
Total FP CONTRA 1261
Total FP INCONS 8629
Total FP COMP 858
Total FN 11240
Total Scores
MCC 0.456
Average MCC ± 95% Confidence Intervals 0.455 ± 0.022
Sensitivity 0.441
Positive Predictive Value 0.473
Nr of predictions 194

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.71 0.69 0.74 67 47804 26 3 21 2 30
ASE_00005 0.39 0.37 0.41 43 57866 65 3 58 4 74
ASE_00006 0.70 0.68 0.72 63 47499 31 3 21 7 30
ASE_00007 0.41 0.40 0.43 44 59583 62 3 55 4 66
ASE_00012 0.46 0.42 0.50 52 73815 55 5 48 2 71
ASE_00018 0.68 0.65 0.72 87 80480 36 2 32 2 47
ASE_00020 0.48 0.45 0.51 57 73809 57 8 46 3 69
ASE_00022 0.44 0.43 0.45 53 82911 70 5 59 6 71
ASE_00028 0.52 0.50 0.55 63 84551 58 4 48 6 63
ASE_00035 0.44 0.43 0.46 51 70389 64 7 53 4 67
ASE_00037 0.23 0.23 0.24 25 59237 81 4 74 3 85
ASE_00038 0.61 0.57 0.65 58 53539 37 1 30 6 43
ASE_00040 0.45 0.43 0.48 57 78883 65 6 57 2 76
ASE_00044 0.62 0.61 0.63 64 54514 41 3 34 4 41
ASE_00064 0.48 0.46 0.50 41 45369 49 2 39 8 48
ASE_00068 0.48 0.45 0.53 38 37603 37 2 32 3 47
ASE_00074 0.50 0.49 0.52 58 67784 54 6 48 0 61
ASE_00077 0.36 0.36 0.36 31 45065 54 8 46 0 55
ASE_00078 0.69 0.67 0.70 56 42991 30 4 20 6 27
ASE_00080 0.45 0.43 0.46 53 71517 61 7 54 0 70
ASE_00081 0.65 0.59 0.72 57 49691 25 3 19 3 40
ASE_00082 0.38 0.37 0.40 43 70393 76 6 58 12 73
ASE_00083 0.72 0.67 0.76 74 62384 26 5 18 3 36
ASE_00084 0.65 0.61 0.70 60 53542 32 5 21 6 39
ASE_00087 0.42 0.38 0.47 55 88293 65 8 54 3 89
ASE_00090 0.52 0.51 0.52 52 55511 54 3 45 6 49
ASE_00092 0.67 0.65 0.70 73 63441 39 2 30 7 40
ASE_00099 0.38 0.37 0.40 44 64511 67 6 59 2 76
ASE_00104 0.50 0.47 0.53 56 64155 52 2 48 2 63
ASE_00105 0.40 0.39 0.42 43 64159 61 10 49 2 68
ASE_00107 0.59 0.57 0.62 72 73036 46 3 42 1 55
ASE_00115 0.48 0.47 0.50 47 54521 58 3 44 11 54
ASE_00118 0.45 0.44 0.47 45 60630 57 7 44 6 57
ASE_00119 0.62 0.59 0.64 64 62735 39 4 32 3 44
ASE_00123 0.36 0.34 0.38 29 38427 51 4 43 4 56
ASE_00125 0.55 0.50 0.60 44 39267 31 2 27 2 44
ASE_00126 0.50 0.49 0.52 40 40393 44 4 33 7 42
ASE_00128 0.69 0.64 0.74 64 53215 28 1 21 6 36
ASE_00129 0.37 0.36 0.39 40 62733 65 4 58 3 71
ASE_00131 0.53 0.48 0.58 41 39269 40 2 28 10 44
ASE_00134 0.49 0.49 0.49 47 50308 50 5 43 2 48
ASE_00135 0.47 0.44 0.49 48 63093 56 4 45 7 61
ASE_00136 0.63 0.62 0.63 57 48115 36 5 28 3 35
ASE_00137 0.72 0.67 0.77 66 48430 26 3 17 6 32
ASE_00138 0.39 0.38 0.41 31 40394 45 6 39 0 50
ASE_00140 0.63 0.57 0.70 71 70774 33 7 24 2 54
ASE_00142 0.61 0.57 0.66 69 67056 40 4 32 4 53
ASE_00146 0.41 0.39 0.43 48 70764 67 1 63 3 76
ASE_00153 0.35 0.40 0.32 29 57538 88 15 48 25 44
ASE_00163 0.54 0.52 0.57 48 53217 44 5 31 8 45
ASE_00165 0.55 0.53 0.56 54 52879 42 11 31 0 47
ASE_00170 0.63 0.61 0.66 57 48741 37 6 24 7 36
ASE_00171 0.39 0.38 0.40 36 48427 57 7 46 4 58
ASE_00172 0.63 0.59 0.68 63 58903 38 4 26 8 43
ASE_00174 0.46 0.44 0.48 48 60975 55 4 48 3 61
ASE_00175 0.42 0.43 0.41 46 59920 70 8 57 5 61
ASE_00179 0.56 0.55 0.58 46 44173 37 6 28 3 38
ASE_00180 0.52 0.50 0.55 50 51269 47 5 36 6 50
ASE_00181 0.51 0.50 0.52 53 57529 48 5 43 0 53
ASE_00182 0.50 0.49 0.52 67 84125 63 5 58 0 69
ASE_00183 0.60 0.57 0.63 64 61323 41 5 33 3 49
ASE_00184 0.57 0.58 0.57 59 54512 44 8 36 0 43
ASE_00185 0.57 0.55 0.60 70 73419 54 5 42 7 58
ASE_00186 0.60 0.57 0.64 75 78886 43 3 39 1 57
ASE_00190 0.45 0.43 0.46 39 45367 45 5 40 0 51
ASE_00197 0.55 0.50 0.61 73 89133 47 4 43 0 72
ASE_00198 0.37 0.35 0.40 36 52560 57 1 53 3 66
ASE_00203 0.71 0.68 0.76 65 46579 26 6 15 5 31
ASE_00214 0.68 0.67 0.69 69 56180 38 5 26 7 34
ASE_00215 0.53 0.51 0.56 50 48426 43 2 38 3 49
ASE_00216 0.75 0.72 0.79 59 39265 22 3 13 6 23
ASE_00217 0.36 0.34 0.38 31 40389 57 2 48 7 59
ASE_00221 0.41 0.38 0.44 45 64517 62 3 55 4 72
ASE_00228 0.63 0.63 0.64 54 46886 34 9 22 3 32
ASE_00229 0.56 0.55 0.56 48 42401 39 11 26 2 39
ASE_00231 0.45 0.44 0.46 42 47803 54 5 45 4 54
ASE_00232 0.66 0.65 0.67 55 38421 29 8 19 2 29
ASE_00234 0.57 0.53 0.62 68 75356 45 5 37 3 61
ASE_00238 0.43 0.41 0.45 47 64157 60 6 51 3 67
ASE_00241 0.49 0.46 0.52 40 43879 49 2 35 12 47
ASE_00242 0.35 0.32 0.38 36 60979 63 3 57 3 76
ASE_00248 0.39 0.37 0.41 42 62379 65 2 58 5 72
ASE_00254 0.59 0.57 0.61 47 36779 30 3 27 0 35
ASE_00255 0.56 0.53 0.59 69 74574 50 5 43 2 61
ASE_00257 0.52 0.51 0.53 49 50947 45 7 37 1 48
ASE_00263 0.75 0.74 0.75 89 70382 31 6 23 2 31
ASE_00267 0.24 0.23 0.25 20 45071 64 8 51 5 68
ASE_00270 0.50 0.48 0.52 61 72272 62 5 52 5 67
ASE_00274 0.47 0.46 0.49 47 55516 53 10 38 5 56
ASE_00277 0.43 0.42 0.44 38 48118 49 7 42 0 53
ASE_00279 0.35 0.33 0.38 33 53214 59 4 50 5 68
ASE_00280 0.38 0.37 0.40 36 51912 58 3 52 3 62
ASE_00281 0.55 0.51 0.58 45 44474 36 5 27 4 43
ASE_00282 0.34 0.33 0.36 42 77698 75 6 69 0 85
ASE_00283 0.57 0.53 0.61 57 61682 41 7 30 4 50
ASE_00284 0.67 0.64 0.71 69 58214 35 5 23 7 39
ASE_00285 0.70 0.63 0.77 77 68906 30 1 22 7 45
ASE_00286 0.36 0.35 0.38 32 46580 57 7 46 4 60
ASE_00287 0.58 0.54 0.63 56 54857 39 3 30 6 47
ASE_00292 0.52 0.48 0.56 66 81692 52 5 47 0 72
ASE_00294 0.66 0.60 0.72 102 114340 44 0 39 5 69
ASE_00297 0.52 0.50 0.54 49 52885 43 4 37 2 49
ASE_00298 0.42 0.40 0.45 45 67428 57 3 52 2 68
ASE_00318 0.61 0.58 0.64 69 80092 44 14 25 5 49
ASE_00328 0.59 0.55 0.63 62 72672 45 3 34 8 50
ASE_00332 0.35 0.33 0.36 46 81683 82 2 79 1 92
ASE_00335 0.52 0.50 0.55 58 75360 57 9 39 9 58
ASE_00340 0.66 0.65 0.67 55 45974 34 5 22 7 30
ASE_00342 0.50 0.47 0.53 54 62380 47 0 47 0 61
ASE_00353 0.55 0.53 0.56 57 57869 48 2 42 4 50
ASE_00361 0.49 0.47 0.51 60 75348 61 11 47 3 67
ASE_00362 0.40 0.38 0.42 35 48122 53 6 42 5 56
ASE_00363 0.44 0.43 0.45 40 51271 56 4 45 7 54
ASE_00364 0.31 0.30 0.33 31 54191 69 4 59 6 74
ASE_00366 0.27 0.28 0.27 27 58554 75 10 62 3 71
ASE_00367 0.31 0.30 0.32 26 42990 63 4 51 8 60
ASE_00369 0.46 0.44 0.47 47 55846 56 4 48 4 60
ASE_00370 0.46 0.42 0.50 35 41835 42 1 34 7 49
ASE_00372 0.52 0.51 0.54 51 51908 44 9 35 0 49
ASE_00374 0.43 0.42 0.44 37 44765 48 10 38 0 51
ASE_00376 0.51 0.49 0.53 51 56857 50 4 41 5 54
ASE_00377 0.58 0.56 0.61 60 57531 45 2 37 6 47
ASE_00379 0.58 0.55 0.60 49 45975 37 7 25 5 40
ASE_00382 0.47 0.44 0.51 37 41832 46 2 34 10 47
ASE_00383 0.57 0.53 0.60 56 54522 41 2 35 4 49
ASE_00384 0.69 0.66 0.72 61 48431 29 6 18 5 31
ASE_00386 0.40 0.39 0.41 37 50313 58 5 48 5 59
ASE_00387 0.49 0.49 0.49 51 55840 55 5 49 1 53
ASE_00388 0.51 0.49 0.54 44 45671 46 2 36 8 45
ASE_00390 0.40 0.39 0.41 33 42114 49 11 37 1 52
ASE_00393 0.42 0.39 0.45 36 47815 50 2 42 6 57
ASE_00394 0.47 0.46 0.47 43 46880 54 7 41 6 50
ASE_00395 0.57 0.55 0.61 46 41540 40 1 29 10 38
ASE_00396 0.40 0.39 0.42 32 41539 51 6 39 6 51
ASE_00397 0.40 0.39 0.41 41 54514 60 7 53 0 64
ASE_00398 0.59 0.55 0.63 57 55854 38 3 31 4 47
ASE_00400 0.55 0.53 0.57 56 57871 44 4 39 1 50
ASE_00401 0.49 0.49 0.48 62 76899 67 12 55 0 64
ASE_00402 0.27 0.26 0.29 22 42411 57 3 50 4 63
ASE_00403 0.41 0.38 0.44 41 55852 56 3 49 4 66
ASE_00404 0.35 0.34 0.36 29 42991 59 2 49 8 56
ASE_00406 0.68 0.65 0.71 61 48742 31 4 21 6 33
ASE_00411 0.54 0.53 0.55 47 49369 40 12 27 1 42
ASE_00412 0.38 0.37 0.40 39 58213 59 12 47 0 66
ASE_00413 0.47 0.48 0.45 39 44465 49 11 36 2 42
ASE_00415 0.46 0.45 0.47 46 54848 54 6 46 2 57
ASE_00416 0.44 0.41 0.48 52 77313 61 1 55 5 75
ASE_00419 0.61 0.57 0.65 59 54855 36 4 28 4 44
ASE_00422 0.43 0.44 0.43 41 46876 57 9 45 3 53
ASE_00423 0.35 0.34 0.36 37 56850 69 9 57 3 72
ASE_00428 0.45 0.42 0.47 53 76523 65 5 55 5 72
ASE_00430 0.56 0.55 0.58 53 46879 44 7 32 5 44
ASE_00437 0.44 0.41 0.46 56 79280 65 4 61 0 79
ASE_00441 0.68 0.63 0.74 71 64165 33 4 21 8 41
ASE_00448 0.22 0.22 0.23 25 64150 91 8 78 5 87
ASE_00451 0.52 0.48 0.56 60 70768 51 3 45 3 65
TMR_00017 0.22 0.22 0.22 22 67063 80 10 66 4 80
TMR_00018 0.23 0.24 0.23 22 64523 79 15 60 4 70
TMR_00038 0.25 0.25 0.25 28 71142 87 11 72 4 82
TMR_00042 0.18 0.17 0.18 17 62741 80 9 68 3 81
TMR_00046 0.17 0.18 0.17 17 62734 85 11 73 1 79
TMR_00048 0.11 0.12 0.10 11 64874 99 16 79 4 84
TMR_00080 0.25 0.26 0.24 25 70396 79 25 54 0 71
TMR_00082 0.59 0.58 0.60 56 67802 43 12 26 5 40
TMR_00123 0.05 0.05 0.05 5 66332 97 16 77 4 96
TMR_00137 0.13 0.13 0.13 12 60979 88 20 64 4 77
TMR_00142 0.20 0.21 0.19 21 70764 98 14 77 7 81
TMR_00207 0.28 0.28 0.28 29 72287 79 12 62 5 74
TMR_00257 0.05 0.05 0.05 5 67067 93 9 80 4 93
TMR_00271 0.29 0.29 0.29 26 64172 67 12 51 4 65
TMR_00332 0.32 0.31 0.32 31 67065 67 7 58 2 68
TMR_00378 0.17 0.18 0.17 17 67797 93 8 74 11 80
TMR_00399 0.20 0.21 0.19 20 64876 91 21 63 7 74
TMR_00404 0.38 0.39 0.37 36 67431 75 11 50 14 56
TMR_00427 0.38 0.38 0.38 37 67431 65 13 47 5 60
TMR_00443 0.25 0.24 0.27 25 67068 75 11 57 7 79
TMR_00451 0.10 0.11 0.10 10 63444 92 18 74 0 79
TMR_00458 0.00 0.00 0.00 0 63450 104 13 83 8 93
TMR_00469 0.38 0.39 0.37 39 64514 71 18 49 4 61
TMR_00472 0.18 0.20 0.17 19 64510 95 14 77 4 78
TMR_00519 0.17 0.18 0.17 17 63088 95 18 67 10 78
TMR_00520 0.22 0.21 0.24 21 63101 78 8 60 10 78
TMR_00522 0.42 0.41 0.42 40 63095 64 8 47 9 57
TMR_00528 0.33 0.32 0.33 31 63097 72 14 48 10 66
TMR_00540 0.32 0.32 0.33 33 73435 74 4 64 6 71
TMR_00568 0.41 0.39 0.42 39 60634 59 7 46 6 60
TMR_00571 0.22 0.22 0.22 22 60624 87 13 67 7 77
TMR_00580 0.27 0.26 0.29 26 60635 70 14 51 5 74
TMR_00584 0.38 0.40 0.37 39 60969 74 8 59 7 58
TMR_00586 0.38 0.38 0.37 37 60976 69 12 50 7 60
TMR_00616 0.45 0.44 0.46 44 67065 58 11 41 6 55
TMR_00699 0.27 0.25 0.30 26 67073 66 7 55 4 76
TMR_00702 0.26 0.26 0.27 26 67063 77 11 61 5 74
TMR_00703 0.29 0.28 0.31 28 67437 67 14 49 4 71

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