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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for PETfold_pre2.0(20) & CentroidFold [.zip] - may take several seconds...


Overview

Metric PETfold_pre2.0(20) CentroidFold
MCC 0.735 > 0.616
Average MCC ± 95% Confidence Intervals 0.736 ± 0.013 > 0.613 ± 0.019
Sensitivity 0.652 > 0.547
Positive Predictive Value 0.829 > 0.695
Total TP 13960 > 11716
Total TN 12417161 > 12417140
Total FP 3971 < 5942
Total FP CONTRA 816 > 733
Total FP INCONS 2069 < 4417
Total FP COMP 1086 > 792
Total FN 7455 < 9699
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PETfold_pre2.0(20) and CentroidFold. 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 PETfold_pre2.0(20) and CentroidFold).

  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 PETfold_pre2.0(20) and CentroidFold).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PETfold_pre2.0(20) and CentroidFold. 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 PETfold_pre2.0(20) and CentroidFold).

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Performance of PETfold_pre2.0(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PETfold_pre2.0(20)

Total Base Pair Counts
Total TP 13960
Total TN 12417161
Total FP 3971
Total FP CONTRA 816
Total FP INCONS 2069
Total FP COMP 1086
Total FN 7455
Total Scores
MCC 0.735
Average MCC ± 95% Confidence Intervals 0.736 ± 0.013
Sensitivity 0.652
Positive Predictive Value 0.829
Nr of predictions 204

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2. Individual counts for PETfold_pre2.0(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.67 0.57 0.80 55 47826 18 1 13 4 42
ASE_00005 0.76 0.65 0.88 76 57884 14 3 7 4 41
ASE_00006 0.70 0.61 0.80 57 47515 17 1 13 3 36
ASE_00007 0.84 0.82 0.87 90 59581 19 4 10 5 20
ASE_00012 0.70 0.64 0.77 79 73818 28 5 18 5 44
ASE_00018 0.77 0.68 0.87 91 80496 18 5 9 4 43
ASE_00020 0.66 0.53 0.83 67 73839 20 7 7 6 59
ASE_00021 0.58 0.48 0.72 76 104090 33 7 23 3 84
ASE_00022 0.77 0.71 0.85 88 82924 25 3 13 9 36
ASE_00028 0.74 0.65 0.85 82 84569 23 3 12 8 44
ASE_00035 0.79 0.74 0.85 87 70398 23 4 11 8 31
ASE_00037 0.85 0.82 0.89 90 59239 16 4 7 5 20
ASE_00038 0.79 0.71 0.88 72 53546 15 3 7 5 29
ASE_00040 0.82 0.72 0.92 96 78899 12 2 6 4 37
ASE_00041 0.82 0.81 0.84 87 57527 19 2 14 3 21
ASE_00042 0.67 0.57 0.79 83 89995 27 3 19 5 62
ASE_00044 0.89 0.88 0.90 92 54513 13 4 6 3 13
ASE_00064 0.79 0.74 0.85 66 45373 18 3 9 6 23
ASE_00068 0.64 0.54 0.75 46 37614 18 5 10 3 39
ASE_00074 0.84 0.79 0.90 94 67792 15 4 6 5 25
ASE_00075 0.60 0.48 0.76 78 108708 30 6 19 5 84
ASE_00077 0.85 0.84 0.87 72 45067 17 5 6 6 14
ASE_00078 0.87 0.86 0.89 71 42991 16 3 6 7 12
ASE_00080 0.46 0.37 0.58 46 71551 38 4 30 4 77
ASE_00081 0.81 0.72 0.91 70 49693 11 1 6 4 27
ASE_00082 0.67 0.55 0.81 64 70421 23 3 12 8 52
ASE_00083 0.76 0.65 0.90 71 62402 11 4 4 3 39
ASE_00084 0.73 0.66 0.80 65 53547 20 5 11 4 34
ASE_00087 0.64 0.47 0.89 67 88335 13 1 7 5 77
ASE_00090 0.81 0.72 0.90 73 55530 13 3 5 5 28
ASE_00092 0.69 0.58 0.82 65 63467 20 3 11 6 48
ASE_00099 0.85 0.78 0.91 94 64517 14 3 6 5 26
ASE_00104 0.85 0.81 0.90 96 64154 17 4 7 6 23
ASE_00105 0.57 0.49 0.66 54 64179 33 7 21 5 57
ASE_00107 0.83 0.76 0.91 96 73047 14 4 6 4 31
ASE_00115 0.78 0.68 0.88 69 54537 12 2 7 3 32
ASE_00118 0.73 0.64 0.83 65 60648 18 4 9 5 37
ASE_00119 0.66 0.53 0.81 57 62765 16 5 8 3 51
ASE_00123 0.73 0.64 0.83 54 38438 14 4 7 3 31
ASE_00125 0.72 0.61 0.86 54 39277 16 2 7 7 34
ASE_00126 0.86 0.84 0.88 69 40392 16 4 5 7 13
ASE_00128 0.81 0.72 0.91 72 53222 11 2 5 4 28
ASE_00129 0.77 0.66 0.90 73 62754 12 4 4 4 38
ASE_00131 0.74 0.62 0.87 53 39279 15 3 5 7 32
ASE_00134 0.78 0.73 0.83 69 50320 18 4 10 4 26
ASE_00135 0.63 0.55 0.71 60 63106 27 5 19 3 49
ASE_00136 0.82 0.76 0.89 70 48126 13 4 5 4 22
ASE_00137 0.81 0.69 0.96 68 48445 7 2 1 4 30
ASE_00138 0.83 0.79 0.88 64 40397 14 2 7 5 17
ASE_00140 0.68 0.55 0.83 69 70793 20 7 7 6 56
ASE_00142 0.83 0.76 0.91 93 67059 15 3 6 6 29
ASE_00146 0.80 0.73 0.89 90 70775 16 4 7 5 34
ASE_00153 0.40 0.37 0.44 27 57569 41 7 27 7 46
ASE_00163 0.81 0.76 0.87 71 53219 15 4 7 4 22
ASE_00165 0.79 0.67 0.93 68 52902 10 2 3 5 33
ASE_00170 0.72 0.67 0.78 62 48748 24 5 13 6 31
ASE_00171 0.82 0.76 0.90 71 48437 14 3 5 6 23
ASE_00172 0.76 0.66 0.88 70 58916 14 5 5 4 36
ASE_00174 0.66 0.55 0.79 60 60999 19 2 14 3 49
ASE_00175 0.73 0.64 0.84 68 59950 17 2 11 4 39
ASE_00179 0.82 0.80 0.85 67 44174 18 5 7 6 17
ASE_00180 0.77 0.70 0.85 70 51278 16 4 8 4 30
ASE_00181 0.70 0.59 0.82 63 57553 20 5 9 6 43
ASE_00182 0.68 0.53 0.88 72 84173 14 4 6 4 64
ASE_00183 0.76 0.65 0.89 73 61343 12 3 6 3 40
ASE_00184 0.76 0.68 0.86 69 54535 14 4 7 3 33
ASE_00185 0.69 0.53 0.91 68 73461 12 3 4 5 60
ASE_00186 0.71 0.62 0.81 82 78902 24 2 17 5 50
ASE_00190 0.73 0.64 0.82 58 45380 21 3 10 8 32
ASE_00197 0.67 0.56 0.80 81 89152 26 2 18 6 64
ASE_00198 0.80 0.72 0.90 73 52569 11 3 5 3 29
ASE_00203 0.81 0.72 0.91 69 46589 11 2 5 4 27
ASE_00212 0.66 0.53 0.81 79 93864 22 2 16 4 69
ASE_00214 0.79 0.69 0.90 71 56201 13 3 5 5 32
ASE_00215 0.60 0.47 0.77 47 48455 18 4 10 4 52
ASE_00216 0.90 0.84 0.96 69 39268 9 3 0 6 13
ASE_00217 0.82 0.77 0.87 69 40391 15 4 6 5 21
ASE_00221 0.85 0.79 0.90 93 64517 14 4 6 4 24
ASE_00228 0.75 0.69 0.83 59 46900 16 2 10 4 27
ASE_00229 0.88 0.80 0.96 70 42413 7 2 1 4 17
ASE_00231 0.67 0.57 0.77 55 47824 22 0 16 6 41
ASE_00232 0.88 0.82 0.95 69 38430 8 3 1 4 15
ASE_00234 0.64 0.52 0.79 67 75381 22 8 10 4 62
ASE_00238 0.65 0.55 0.77 63 64179 25 5 14 6 51
ASE_00241 0.85 0.84 0.87 73 43872 15 4 7 4 14
ASE_00242 0.87 0.85 0.90 95 60969 17 4 7 6 17
ASE_00248 0.84 0.81 0.88 92 62376 18 4 9 5 22
ASE_00254 0.90 0.82 0.99 67 36788 6 1 0 5 15
ASE_00255 0.60 0.55 0.67 71 74585 35 5 30 0 59
ASE_00257 0.73 0.66 0.80 64 50960 21 5 11 5 33
ASE_00263 0.74 0.61 0.89 73 70418 14 3 6 5 47
ASE_00267 0.83 0.78 0.88 69 45072 15 4 5 6 19
ASE_00270 0.58 0.44 0.77 56 72317 21 2 15 4 72
ASE_00274 0.68 0.60 0.78 62 55531 22 5 13 4 41
ASE_00277 0.73 0.67 0.79 61 48128 20 6 10 4 30
ASE_00279 0.79 0.69 0.90 70 53223 13 2 6 5 31
ASE_00280 0.71 0.64 0.79 63 51923 21 4 13 4 35
ASE_00281 0.85 0.81 0.89 71 44471 12 4 5 3 17
ASE_00282 0.71 0.57 0.90 72 77735 12 4 4 4 55
ASE_00283 0.76 0.66 0.87 71 61694 14 4 7 3 36
ASE_00284 0.78 0.67 0.91 72 58232 11 3 4 4 36
ASE_00285 0.73 0.59 0.90 72 68926 12 2 6 4 50
ASE_00286 0.83 0.78 0.89 72 46584 14 5 4 5 20
ASE_00287 0.70 0.62 0.78 64 54864 24 4 14 6 39
ASE_00292 0.76 0.67 0.87 93 81703 18 5 9 4 45
ASE_00294 0.72 0.58 0.90 99 114371 15 4 7 4 72
ASE_00296 0.75 0.64 0.87 93 91699 19 5 9 5 52
ASE_00297 0.66 0.57 0.76 56 52901 21 4 14 3 42
ASE_00298 0.72 0.61 0.85 69 67447 15 3 9 3 44
ASE_00318 0.76 0.69 0.84 81 80103 23 3 13 7 37
ASE_00328 0.79 0.76 0.83 85 72668 27 3 15 9 27
ASE_00332 0.81 0.70 0.92 97 81705 13 2 6 5 41
ASE_00335 0.77 0.72 0.83 83 75366 28 3 14 11 33
ASE_00340 0.79 0.72 0.87 61 45986 16 3 6 7 24
ASE_00342 0.88 0.85 0.92 98 62374 14 4 5 5 17
ASE_00353 0.78 0.67 0.91 72 57891 13 2 5 6 35
ASE_00361 0.69 0.54 0.89 68 75390 14 2 6 6 59
ASE_00362 0.80 0.74 0.87 67 48128 17 3 7 7 24
ASE_00363 0.76 0.69 0.84 65 51283 18 1 11 6 29
ASE_00364 0.76 0.66 0.87 69 54206 16 2 8 6 36
ASE_00366 0.77 0.69 0.85 68 58573 16 5 7 4 30
ASE_00367 0.85 0.80 0.91 69 42995 12 2 5 5 17
ASE_00369 0.78 0.69 0.88 74 55861 15 3 7 5 33
ASE_00370 0.87 0.83 0.91 70 41828 12 2 5 5 14
ASE_00372 0.79 0.69 0.90 69 51926 14 1 7 6 31
ASE_00374 0.86 0.80 0.92 70 44774 10 2 4 4 18
ASE_00376 0.73 0.64 0.84 67 56873 18 3 10 5 38
ASE_00377 0.76 0.65 0.88 70 57550 13 3 7 3 37
ASE_00379 0.88 0.83 0.94 74 45977 11 1 4 6 15
ASE_00382 0.83 0.81 0.85 68 41825 20 3 9 8 16
ASE_00383 0.80 0.70 0.90 74 54533 14 3 5 6 31
ASE_00384 0.83 0.77 0.89 71 48436 14 3 6 5 21
ASE_00386 0.80 0.72 0.88 69 50325 12 2 7 3 27
ASE_00387 0.71 0.62 0.81 64 55866 19 2 13 4 40
ASE_00388 0.79 0.75 0.84 67 45673 20 3 10 7 22
ASE_00390 0.85 0.82 0.89 70 42116 13 3 6 4 15
ASE_00393 0.71 0.67 0.77 62 47814 24 3 16 5 31
ASE_00394 0.82 0.75 0.89 70 46892 15 4 5 6 23
ASE_00395 0.84 0.81 0.87 68 41538 14 4 6 4 16
ASE_00396 0.86 0.84 0.89 70 41537 14 4 5 5 13
ASE_00397 0.79 0.69 0.90 72 54535 14 3 5 6 33
ASE_00398 0.71 0.62 0.81 64 55866 18 3 12 3 40
ASE_00400 0.78 0.69 0.89 73 57888 15 3 6 6 33
ASE_00401 0.66 0.51 0.85 64 76953 16 4 7 5 62
ASE_00402 0.81 0.79 0.83 67 42405 16 4 10 2 18
ASE_00403 0.78 0.66 0.92 71 55868 12 1 5 6 36
ASE_00404 0.85 0.82 0.89 70 42992 16 4 5 7 15
ASE_00406 0.76 0.70 0.83 66 48748 18 3 11 4 28
ASE_00411 0.69 0.67 0.71 60 49371 28 7 17 4 29
ASE_00412 0.61 0.54 0.70 57 58229 28 5 20 3 48
ASE_00413 0.77 0.77 0.78 62 44472 24 6 11 7 19
ASE_00415 0.58 0.50 0.69 51 54872 26 2 21 3 52
ASE_00416 0.74 0.67 0.81 85 77316 25 4 16 5 42
ASE_00419 0.71 0.62 0.82 64 54868 18 4 10 4 39
ASE_00422 0.82 0.73 0.92 69 46896 12 0 6 6 25
ASE_00423 0.78 0.74 0.83 81 56855 22 2 15 5 28
ASE_00428 0.76 0.70 0.81 88 76528 24 6 14 4 37
ASE_00430 0.79 0.69 0.91 67 46897 12 1 6 5 30
ASE_00437 0.58 0.50 0.67 68 79300 36 3 30 3 67
ASE_00441 0.70 0.57 0.86 64 64187 14 2 8 4 48
ASE_00448 0.81 0.79 0.84 88 64156 21 4 13 4 24
ASE_00451 0.80 0.74 0.88 92 70771 17 4 9 4 33
RFA_00599 0.86 0.82 0.90 91 101374 19 3 7 9 20
RFA_00601 0.80 0.74 0.88 84 99139 25 3 9 13 30
RFA_00602 0.79 0.72 0.87 84 101378 22 2 11 9 32
TMR_00017 0.74 0.61 0.90 62 67092 15 2 5 8 40
TMR_00018 0.60 0.53 0.67 49 64547 31 9 15 7 43
TMR_00038 0.61 0.54 0.70 59 71169 31 5 20 6 51
TMR_00042 0.63 0.53 0.74 52 62765 19 5 13 1 46
TMR_00046 0.42 0.38 0.47 36 62759 42 7 33 2 60
TMR_00048 0.61 0.54 0.69 51 64906 30 8 15 7 44
TMR_00080 0.66 0.60 0.73 58 70420 26 10 12 4 38
TMR_00082 0.59 0.49 0.70 47 67829 27 7 13 7 49
TMR_00123 0.68 0.54 0.85 55 66365 18 3 7 8 46
TMR_00137 0.68 0.63 0.74 56 60999 29 8 12 9 33
TMR_00142 0.46 0.42 0.51 43 70792 44 12 29 3 59
TMR_00207 0.66 0.52 0.84 54 72326 22 2 8 12 49
TMR_00257 0.73 0.61 0.87 60 67092 18 4 5 9 38
TMR_00271 0.58 0.49 0.69 45 64196 23 9 11 3 46
TMR_00332 0.71 0.61 0.83 60 67089 21 3 9 9 39
TMR_00366 0.48 0.45 0.52 45 67810 45 10 31 4 55
TMR_00378 0.45 0.41 0.48 40 67813 48 10 33 5 57
TMR_00399 0.66 0.62 0.71 58 64898 36 6 18 12 36
TMR_00404 0.52 0.46 0.60 42 67458 32 11 17 4 50
TMR_00427 0.60 0.49 0.74 48 67463 20 9 8 3 49
TMR_00443 0.81 0.71 0.93 74 67081 13 2 4 7 30
TMR_00451 0.59 0.54 0.64 48 63471 38 14 13 11 41
TMR_00458 0.69 0.61 0.77 57 63472 24 10 7 7 36
TMR_00469 0.73 0.64 0.84 64 64544 18 7 5 6 36
TMR_00472 0.67 0.61 0.73 59 64539 31 11 11 9 38
TMR_00519 0.63 0.56 0.72 53 63116 33 8 13 12 42
TMR_00520 0.65 0.58 0.74 57 63113 28 3 17 8 42
TMR_00522 0.60 0.53 0.68 51 63115 31 7 17 7 46
TMR_00528 0.50 0.45 0.56 44 63111 40 12 23 5 53
TMR_00540 0.66 0.60 0.73 62 73451 28 7 16 5 42
TMR_00568 0.71 0.66 0.76 65 60641 29 2 18 9 34
TMR_00571 0.74 0.69 0.79 68 60640 27 2 16 9 31
TMR_00580 0.73 0.67 0.80 67 60642 26 5 12 9 33
TMR_00584 0.78 0.70 0.87 68 60997 19 2 8 9 29
TMR_00586 0.74 0.68 0.81 66 60994 23 5 10 8 31
TMR_00616 0.69 0.62 0.76 61 67081 25 9 10 6 38
TMR_00699 0.70 0.56 0.88 57 67096 13 1 7 5 45
TMR_00702 0.61 0.50 0.75 50 67094 24 4 13 7 50
TMR_00703 0.71 0.60 0.84 59 67458 17 2 9 6 40

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Performance of CentroidFold - scored lower in this pairwise comparison

1. Total counts & total scores for CentroidFold

Total Base Pair Counts
Total TP 11716
Total TN 12417140
Total FP 5942
Total FP CONTRA 733
Total FP INCONS 4417
Total FP COMP 792
Total FN 9699
Total Scores
MCC 0.616
Average MCC ± 95% Confidence Intervals 0.613 ± 0.019
Sensitivity 0.547
Positive Predictive Value 0.695
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.68 0.63 0.73 61 47812 22 9 13 0 36
ASE_00005 0.66 0.54 0.81 63 57892 15 0 15 0 54
ASE_00006 0.52 0.48 0.56 45 47505 39 6 30 3 48
ASE_00007 0.57 0.46 0.70 51 59612 25 0 22 3 59
ASE_00012 0.54 0.44 0.68 54 73840 32 1 25 6 69
ASE_00018 0.65 0.58 0.74 78 80495 29 0 28 1 56
ASE_00020 0.68 0.60 0.78 75 73824 22 1 20 1 51
ASE_00021 0.70 0.60 0.81 96 104077 29 2 21 6 64
ASE_00022 0.32 0.27 0.38 34 82939 60 0 55 5 90
ASE_00028 0.70 0.65 0.76 82 84558 34 4 22 8 44
ASE_00035 0.40 0.32 0.50 38 70424 41 2 36 3 80
ASE_00037 0.48 0.35 0.67 38 59283 19 0 19 0 72
ASE_00038 0.55 0.47 0.65 47 53556 27 4 21 2 54
ASE_00040 0.15 0.14 0.17 18 78895 94 5 85 4 115
ASE_00041 0.67 0.53 0.86 57 57564 12 0 9 3 51
ASE_00042 0.59 0.53 0.66 77 89983 43 1 39 3 68
ASE_00044 0.69 0.67 0.72 70 54518 32 3 24 5 35
ASE_00064 0.66 0.57 0.77 51 45385 25 1 14 10 38
ASE_00068 0.68 0.53 0.87 45 37623 7 0 7 0 40
ASE_00074 0.51 0.49 0.54 58 67789 51 4 45 2 61
ASE_00075 0.76 0.67 0.86 109 108684 24 2 16 6 53
ASE_00077 0.48 0.34 0.69 29 45108 14 3 10 1 57
ASE_00078 0.72 0.59 0.88 49 43015 11 0 7 4 34
ASE_00080 0.61 0.50 0.74 61 71549 25 1 20 4 62
ASE_00081 0.63 0.58 0.68 56 49688 27 5 21 1 41
ASE_00082 0.79 0.69 0.91 80 70412 18 1 7 10 36
ASE_00083 0.74 0.64 0.85 70 62399 17 0 12 5 40
ASE_00084 0.76 0.66 0.88 65 53554 11 2 7 2 34
ASE_00087 0.76 0.70 0.82 101 88287 23 2 20 1 43
ASE_00090 0.62 0.59 0.64 60 55517 39 4 30 5 41
ASE_00092 0.83 0.74 0.92 84 63455 10 1 6 3 29
ASE_00099 0.51 0.47 0.55 56 64519 45 5 40 0 64
ASE_00104 0.75 0.68 0.84 81 64164 17 2 14 1 38
ASE_00105 0.56 0.48 0.65 53 64180 31 4 24 3 58
ASE_00107 0.77 0.69 0.86 87 73052 15 1 13 1 40
ASE_00115 0.72 0.68 0.75 69 54523 31 4 19 8 32
ASE_00118 0.66 0.59 0.75 60 60646 21 2 18 1 42
ASE_00119 0.75 0.72 0.77 78 62734 26 2 21 3 30
ASE_00123 0.58 0.52 0.65 44 38435 28 1 23 4 41
ASE_00125 0.78 0.66 0.94 58 39278 7 1 3 3 30
ASE_00126 0.61 0.56 0.66 46 40400 31 3 21 7 36
ASE_00128 0.72 0.60 0.87 60 53232 12 1 8 3 40
ASE_00129 0.72 0.64 0.82 71 62748 19 0 16 3 40
ASE_00131 0.76 0.64 0.90 54 39280 12 1 5 6 31
ASE_00134 0.46 0.38 0.56 36 50339 28 2 26 0 59
ASE_00135 0.60 0.51 0.70 56 63110 31 1 23 7 53
ASE_00136 0.61 0.53 0.70 49 48135 30 1 20 9 43
ASE_00137 0.80 0.74 0.86 73 48431 13 3 9 1 25
ASE_00138 0.62 0.49 0.77 40 40418 13 4 8 1 41
ASE_00140 0.73 0.62 0.86 77 70786 14 3 10 1 48
ASE_00142 0.62 0.57 0.68 70 67058 37 4 29 4 52
ASE_00146 0.56 0.48 0.66 59 70786 32 6 25 1 65
ASE_00153 0.46 0.42 0.51 31 57569 56 5 25 26 42
ASE_00163 0.34 0.31 0.36 29 53221 60 4 47 9 64
ASE_00165 0.78 0.69 0.88 70 52895 11 1 9 1 31
ASE_00170 0.69 0.61 0.78 57 48755 16 3 13 0 36
ASE_00171 0.74 0.68 0.80 64 48436 16 3 13 0 30
ASE_00172 0.80 0.72 0.89 76 58911 10 2 7 1 30
ASE_00174 0.62 0.55 0.71 60 60990 26 6 19 1 49
ASE_00175 0.37 0.34 0.40 36 59942 55 1 52 2 71
ASE_00179 0.68 0.60 0.78 50 44189 15 3 11 1 34
ASE_00180 0.75 0.62 0.91 62 51292 11 0 6 5 38
ASE_00181 0.50 0.46 0.55 49 57541 41 2 38 1 57
ASE_00182 0.70 0.63 0.77 86 84144 25 1 24 0 50
ASE_00183 0.72 0.68 0.77 77 61325 32 0 23 9 36
ASE_00184 0.79 0.76 0.81 78 54519 20 3 15 2 24
ASE_00185 0.72 0.64 0.82 82 73436 21 1 17 3 46
ASE_00186 0.73 0.65 0.81 86 78897 28 2 18 8 46
ASE_00190 0.69 0.52 0.92 47 45400 8 0 4 4 43
ASE_00197 0.65 0.58 0.73 84 89138 37 2 29 6 61
ASE_00198 0.70 0.63 0.77 64 52567 20 4 15 1 38
ASE_00203 0.77 0.71 0.83 68 46583 18 4 10 4 28
ASE_00212 0.71 0.63 0.79 93 93844 29 2 22 5 55
ASE_00214 0.80 0.76 0.84 78 56187 20 3 12 5 25
ASE_00215 0.56 0.49 0.63 49 48438 30 2 27 1 50
ASE_00216 0.59 0.57 0.62 47 39264 29 7 22 0 35
ASE_00217 0.45 0.38 0.55 34 40408 29 2 26 1 56
ASE_00221 0.70 0.57 0.86 67 64542 14 0 11 3 50
ASE_00228 0.72 0.65 0.80 56 46901 16 7 7 2 30
ASE_00229 0.77 0.67 0.89 58 42421 7 1 6 0 29
ASE_00231 0.80 0.72 0.90 69 47818 9 1 7 1 27
ASE_00232 0.67 0.64 0.70 54 38426 23 10 13 0 30
ASE_00234 0.57 0.47 0.69 61 75378 30 1 26 3 68
ASE_00238 0.64 0.53 0.77 60 64183 19 0 18 1 54
ASE_00241 0.76 0.63 0.92 55 43896 6 0 5 1 32
ASE_00242 0.74 0.66 0.82 74 60985 19 4 12 3 38
ASE_00248 0.67 0.56 0.80 64 62401 17 1 15 1 50
ASE_00254 0.80 0.73 0.87 60 36787 15 4 5 6 22
ASE_00255 0.66 0.59 0.73 77 74586 29 3 25 1 53
ASE_00257 0.80 0.73 0.88 71 50959 12 0 10 2 26
ASE_00263 0.56 0.54 0.59 65 70389 46 3 43 0 55
ASE_00267 0.59 0.50 0.70 44 45087 23 1 18 4 44
ASE_00270 0.72 0.67 0.77 86 72278 27 3 23 1 42
ASE_00274 0.49 0.42 0.57 43 55535 33 3 30 0 60
ASE_00277 0.60 0.56 0.65 51 48126 28 5 23 0 40
ASE_00279 0.55 0.50 0.61 50 53219 32 3 29 0 51
ASE_00280 0.65 0.55 0.77 54 51933 18 2 14 2 44
ASE_00281 0.72 0.63 0.82 55 44484 18 1 11 6 33
ASE_00282 0.50 0.46 0.55 58 77710 47 8 39 0 69
ASE_00283 0.69 0.63 0.76 67 61688 22 4 17 1 40
ASE_00284 0.65 0.59 0.72 64 58222 27 5 20 2 44
ASE_00285 0.82 0.75 0.88 92 68902 17 3 9 5 30
ASE_00286 0.73 0.64 0.83 59 46594 16 1 11 4 33
ASE_00287 0.68 0.60 0.77 62 54865 20 1 18 1 41
ASE_00292 0.60 0.52 0.69 72 81706 34 1 31 2 66
ASE_00294 0.72 0.65 0.81 111 114344 28 1 25 2 60
ASE_00296 0.58 0.52 0.63 76 91686 45 4 40 1 69
ASE_00297 0.72 0.67 0.78 66 52890 20 3 16 1 32
ASE_00298 0.30 0.27 0.33 31 67435 65 7 55 3 82
ASE_00318 0.58 0.51 0.67 60 80111 33 9 20 4 58
ASE_00328 0.74 0.61 0.89 68 72695 13 1 7 5 44
ASE_00332 0.55 0.52 0.59 72 81687 53 2 49 2 66
ASE_00335 0.63 0.54 0.72 63 75379 29 2 22 5 53
ASE_00340 0.47 0.44 0.51 37 45984 39 4 31 4 48
ASE_00342 0.72 0.64 0.80 74 62388 20 1 18 1 41
ASE_00353 0.79 0.72 0.87 77 57881 14 1 11 2 30
ASE_00361 0.56 0.50 0.63 63 75366 40 4 33 3 64
ASE_00362 0.63 0.58 0.68 53 48127 27 1 24 2 38
ASE_00363 0.75 0.63 0.89 59 51294 13 1 6 6 35
ASE_00364 0.74 0.65 0.84 68 54204 17 0 13 4 37
ASE_00366 0.45 0.40 0.51 39 58577 37 5 32 0 59
ASE_00367 0.49 0.47 0.51 40 42993 43 6 32 5 46
ASE_00369 0.72 0.63 0.84 67 55865 13 1 12 0 40
ASE_00370 0.70 0.67 0.74 56 41829 22 2 18 2 28
ASE_00372 0.69 0.64 0.74 64 51917 28 4 18 6 36
ASE_00374 0.75 0.72 0.79 63 44770 17 2 15 0 25
ASE_00376 0.67 0.61 0.74 64 56866 25 4 19 2 41
ASE_00377 0.77 0.70 0.85 75 57542 19 3 10 6 32
ASE_00379 0.62 0.56 0.68 50 45982 30 3 21 6 39
ASE_00382 0.59 0.54 0.65 45 41836 27 5 19 3 39
ASE_00383 0.76 0.70 0.84 73 54528 17 1 13 3 32
ASE_00384 0.78 0.73 0.83 67 48435 18 1 13 4 25
ASE_00386 0.69 0.66 0.73 63 50317 29 1 22 6 33
ASE_00387 0.70 0.63 0.78 66 55860 20 1 18 1 38
ASE_00388 0.70 0.61 0.82 54 45687 13 0 12 1 35
ASE_00390 0.58 0.55 0.60 47 42117 32 7 24 1 38
ASE_00393 0.73 0.66 0.82 61 47821 19 1 12 6 32
ASE_00394 0.83 0.80 0.86 74 46885 14 3 9 2 19
ASE_00395 0.72 0.67 0.78 56 41544 18 1 15 2 28
ASE_00396 0.58 0.54 0.62 45 41543 29 2 26 1 38
ASE_00397 0.75 0.70 0.80 73 54524 19 3 15 1 32
ASE_00398 0.66 0.59 0.73 61 55862 25 1 21 3 43
ASE_00400 0.68 0.58 0.78 62 57891 18 1 16 1 44
ASE_00401 0.65 0.60 0.70 76 76920 33 4 28 1 50
ASE_00402 0.72 0.62 0.84 53 42423 11 1 9 1 32
ASE_00403 0.47 0.37 0.59 40 55877 31 0 28 3 67
ASE_00404 0.62 0.52 0.75 44 43012 16 1 14 1 41
ASE_00406 0.76 0.72 0.79 68 48742 21 5 13 3 26
ASE_00411 0.55 0.46 0.65 41 49392 24 5 17 2 48
ASE_00412 0.66 0.56 0.79 59 58236 19 1 15 3 46
ASE_00413 0.56 0.48 0.66 39 44492 21 4 16 1 42
ASE_00415 0.56 0.49 0.66 50 54870 31 2 24 5 53
ASE_00416 0.62 0.56 0.68 71 77317 38 4 29 5 56
ASE_00419 0.80 0.75 0.87 77 54857 13 8 4 1 26
ASE_00422 0.69 0.66 0.73 62 46886 28 5 18 5 32
ASE_00423 0.65 0.61 0.71 66 56860 29 5 22 2 43
ASE_00428 0.70 0.62 0.79 77 76539 23 2 18 3 48
ASE_00430 0.72 0.67 0.76 65 46886 27 4 16 7 32
ASE_00437 0.50 0.40 0.64 54 79316 32 1 30 1 81
ASE_00441 0.84 0.74 0.94 83 64173 9 0 5 4 29
ASE_00448 0.46 0.37 0.57 41 64189 36 6 25 5 71
ASE_00451 0.75 0.69 0.82 86 70771 20 1 18 1 39
RFA_00599 0.73 0.70 0.76 78 101372 49 7 18 24 33
RFA_00601 0.34 0.36 0.32 41 99105 97 33 56 8 73
RFA_00602 0.67 0.71 0.64 82 101347 54 22 24 8 34
TMR_00017 0.55 0.41 0.74 42 67104 19 0 15 4 60
TMR_00018 0.45 0.38 0.52 35 64553 36 10 22 4 57
TMR_00038 0.27 0.25 0.28 28 71153 78 14 58 6 82
TMR_00042 0.38 0.34 0.42 33 62757 48 6 39 3 65
TMR_00046 0.60 0.56 0.64 54 62750 37 4 27 6 42
TMR_00048 0.48 0.46 0.49 44 64890 55 8 38 9 51
TMR_00080 0.42 0.36 0.49 35 70428 37 7 30 0 61
TMR_00082 0.29 0.26 0.32 25 67818 53 9 44 0 71
TMR_00123 0.56 0.50 0.63 50 66350 35 3 27 5 51
TMR_00137 0.34 0.27 0.43 24 61019 40 3 29 8 65
TMR_00142 0.61 0.58 0.64 59 70784 46 8 25 13 43
TMR_00207 0.46 0.38 0.55 39 72319 37 4 28 5 64
TMR_00257 0.26 0.20 0.33 20 67101 45 1 39 5 78
TMR_00271 0.62 0.57 0.68 52 64184 36 6 19 11 39
TMR_00332 0.43 0.35 0.53 35 67095 36 1 30 5 64
TMR_00366 0.52 0.45 0.59 45 67820 42 11 20 11 55
TMR_00378 0.36 0.30 0.44 29 67830 47 8 29 10 68
TMR_00399 0.41 0.35 0.47 33 64910 43 11 26 6 61
TMR_00404 0.60 0.58 0.62 53 67443 49 6 26 17 39
TMR_00427 0.44 0.34 0.56 33 67469 31 8 18 5 64
TMR_00443 0.62 0.50 0.76 52 67093 23 6 10 7 52
TMR_00451 0.23 0.19 0.27 17 63483 50 12 34 4 72
TMR_00458 0.35 0.29 0.42 27 63481 45 8 30 7 66
TMR_00469 0.57 0.52 0.63 52 64537 35 10 21 4 48
TMR_00472 0.52 0.42 0.63 41 64555 29 6 18 5 56
TMR_00519 0.40 0.31 0.54 29 63136 38 5 20 13 66
TMR_00520 0.50 0.42 0.60 42 63120 38 4 24 10 57
TMR_00522 0.41 0.35 0.47 34 63118 47 8 30 9 63
TMR_00528 0.41 0.36 0.46 35 63114 51 12 29 10 62
TMR_00540 0.37 0.34 0.40 35 73449 60 7 45 8 69
TMR_00568 0.53 0.49 0.56 49 60639 44 4 34 6 50
TMR_00571 0.61 0.53 0.70 52 60652 30 6 16 8 47
TMR_00580 0.44 0.41 0.47 41 60638 50 10 37 3 59
TMR_00584 0.67 0.61 0.75 59 60996 30 1 19 10 38
TMR_00586 0.42 0.41 0.43 40 60981 59 10 44 5 57
TMR_00616 0.45 0.41 0.49 41 67078 50 9 33 8 58
TMR_00699 0.54 0.46 0.63 47 67086 33 3 25 5 55
TMR_00702 0.35 0.27 0.46 27 67102 39 5 27 7 73
TMR_00703 0.56 0.48 0.64 48 67453 34 5 22 7 51

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