CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of Fold - scored higher in this pairwise comparison

  4. Performance of CMfinder(20) - scored lower in this pairwise comparison

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


Overview

Metric Fold CMfinder(20)
MCC 0.550 > 0.479
Average MCC ± 95% Confidence Intervals 0.549 ± 0.021 > 0.476 ± 0.017
Sensitivity 0.541 > 0.308
Positive Predictive Value 0.560 < 0.747
Total TP 11577 > 6601
Total TN 12413347 < 12425169
Total FP 10321 > 2538
Total FP CONTRA 1205 > 195
Total FP INCONS 7877 > 2041
Total FP COMP 1239 > 302
Total FN 9838 < 14814
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of Fold and CMfinder(20). 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 Fold and CMfinder(20)).

  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 Fold and CMfinder(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Fold and CMfinder(20). 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 Fold and CMfinder(20)).

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Performance of Fold - scored higher in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP 11577
Total TN 12413347
Total FP 10321
Total FP CONTRA 1205
Total FP INCONS 7877
Total FP COMP 1239
Total FN 9838
Total Scores
MCC 0.550
Average MCC ± 95% Confidence Intervals 0.549 ± 0.021
Sensitivity 0.541
Positive Predictive Value 0.560
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.68 0.68 0.69 66 47799 34 9 21 4 31
ASE_00005 0.73 0.68 0.78 80 57868 29 0 22 7 37
ASE_00006 0.49 0.51 0.48 47 47488 55 11 40 4 46
ASE_00007 0.53 0.52 0.54 57 59579 56 2 47 7 53
ASE_00012 0.35 0.34 0.35 42 73801 81 7 70 4 81
ASE_00018 0.54 0.51 0.56 69 80478 56 1 53 2 65
ASE_00020 0.56 0.54 0.58 68 73803 52 8 41 3 58
ASE_00021 0.63 0.59 0.68 94 104057 52 4 41 7 66
ASE_00022 0.28 0.27 0.29 34 82911 86 6 77 3 90
ASE_00028 0.72 0.70 0.75 88 84548 39 6 24 9 38
ASE_00035 0.24 0.24 0.24 28 70384 91 9 79 3 90
ASE_00037 0.37 0.35 0.39 39 59239 67 2 60 5 71
ASE_00038 0.43 0.43 0.44 43 53530 58 2 53 3 58
ASE_00040 0.48 0.46 0.50 61 78881 67 4 57 6 72
ASE_00041 0.44 0.42 0.46 45 57532 56 5 48 3 63
ASE_00042 0.44 0.41 0.46 60 89970 74 3 67 4 85
ASE_00044 0.73 0.73 0.73 77 54510 33 4 24 5 28
ASE_00064 0.37 0.38 0.36 34 45357 67 6 54 7 55
ASE_00068 0.51 0.48 0.53 41 37598 41 2 34 5 44
ASE_00074 0.48 0.47 0.49 56 67782 59 4 54 1 63
ASE_00075 0.65 0.61 0.69 99 108668 53 4 40 9 63
ASE_00077 0.57 0.56 0.58 48 45067 41 4 31 6 38
ASE_00078 0.76 0.76 0.76 63 42988 26 3 17 6 20
ASE_00080 0.55 0.54 0.57 66 71516 54 5 44 5 57
ASE_00081 0.51 0.52 0.52 50 49673 49 5 42 2 47
ASE_00082 0.77 0.73 0.81 85 70395 32 3 17 12 31
ASE_00083 0.59 0.58 0.60 64 62375 47 8 34 5 46
ASE_00084 0.59 0.60 0.58 59 53527 45 6 36 3 40
ASE_00087 0.76 0.72 0.80 103 88281 32 3 23 6 41
ASE_00090 0.66 0.66 0.65 67 55508 43 4 32 7 34
ASE_00092 0.50 0.50 0.50 56 63434 60 12 44 4 57
ASE_00099 0.66 0.63 0.70 75 64513 38 1 31 6 45
ASE_00104 0.73 0.67 0.78 80 64159 28 1 21 6 39
ASE_00105 0.39 0.38 0.41 42 64158 69 8 53 8 69
ASE_00107 0.64 0.62 0.67 79 73035 44 2 37 5 48
ASE_00115 0.68 0.68 0.68 69 54514 40 5 27 8 32
ASE_00118 0.32 0.31 0.33 32 60628 70 5 61 4 70
ASE_00119 0.81 0.81 0.82 87 62729 21 2 17 2 21
ASE_00123 0.53 0.51 0.55 43 38425 39 2 33 4 42
ASE_00125 0.71 0.66 0.77 58 39265 27 0 17 10 30
ASE_00126 0.63 0.63 0.62 52 40386 32 3 29 0 30
ASE_00128 0.66 0.64 0.68 64 53207 36 5 25 6 36
ASE_00129 0.70 0.68 0.74 75 62733 34 3 24 7 36
ASE_00131 0.61 0.58 0.64 49 39264 35 1 26 8 36
ASE_00134 0.41 0.42 0.41 40 50305 61 8 50 3 55
ASE_00135 0.49 0.48 0.50 52 63086 59 7 45 7 57
ASE_00136 0.73 0.71 0.76 65 48120 28 0 20 8 27
ASE_00137 0.76 0.74 0.77 73 48421 28 4 18 6 25
ASE_00138 0.49 0.48 0.51 39 40393 43 4 34 5 42
ASE_00140 0.68 0.64 0.73 80 70767 32 4 25 3 45
ASE_00142 0.68 0.66 0.71 80 67048 38 3 30 5 42
ASE_00146 0.60 0.56 0.64 69 70769 42 1 37 4 55
ASE_00153 0.57 0.60 0.54 44 57549 73 9 28 36 29
ASE_00163 0.33 0.31 0.34 29 53216 65 5 51 9 64
ASE_00165 0.43 0.43 0.44 43 52878 56 5 49 2 58
ASE_00170 0.79 0.76 0.83 71 48742 24 2 13 9 22
ASE_00171 0.56 0.55 0.58 52 48426 40 3 35 2 42
ASE_00172 0.60 0.60 0.60 64 58890 44 5 37 2 42
ASE_00174 0.49 0.49 0.50 53 60968 56 8 46 2 56
ASE_00175 0.71 0.69 0.73 74 59929 34 2 26 6 33
ASE_00179 0.49 0.50 0.48 42 44166 45 7 38 0 42
ASE_00180 0.56 0.54 0.58 54 51267 46 3 36 7 46
ASE_00181 0.60 0.59 0.61 63 57527 46 3 37 6 43
ASE_00182 0.57 0.55 0.59 75 84128 55 5 47 3 61
ASE_00183 0.71 0.67 0.75 76 61323 32 0 26 6 37
ASE_00184 0.70 0.70 0.70 71 54514 34 2 28 4 31
ASE_00185 0.77 0.73 0.82 94 73421 27 1 20 6 34
ASE_00186 0.68 0.67 0.69 88 78876 45 3 36 6 44
ASE_00190 0.59 0.57 0.62 51 45369 38 3 28 7 39
ASE_00197 0.59 0.57 0.63 82 89122 60 3 46 11 63
ASE_00198 0.78 0.73 0.83 74 52561 21 2 13 6 28
ASE_00203 0.72 0.71 0.73 68 46572 31 4 21 6 28
ASE_00212 0.59 0.57 0.60 85 93820 64 3 53 8 63
ASE_00214 0.75 0.74 0.76 76 56180 34 3 21 10 27
ASE_00215 0.60 0.58 0.62 57 48424 39 5 30 4 42
ASE_00216 0.27 0.28 0.26 23 39252 66 12 53 1 59
ASE_00217 0.31 0.30 0.33 27 40388 63 4 51 8 63
ASE_00221 0.55 0.52 0.59 61 64517 46 2 40 4 56
ASE_00228 0.52 0.53 0.52 46 46882 47 13 30 4 40
ASE_00229 0.72 0.70 0.73 61 42403 29 1 21 7 26
ASE_00231 0.45 0.45 0.46 43 47801 56 2 49 5 53
ASE_00232 0.66 0.67 0.65 56 38417 33 10 20 3 28
ASE_00234 0.54 0.50 0.58 65 75353 53 4 44 5 64
ASE_00238 0.68 0.65 0.71 74 64157 36 2 28 6 40
ASE_00241 0.69 0.69 0.68 60 43868 31 2 26 3 27
ASE_00242 0.49 0.48 0.50 54 60968 55 1 52 2 58
ASE_00248 0.38 0.35 0.40 40 62382 61 4 55 2 74
ASE_00254 0.29 0.29 0.30 24 36776 61 5 51 5 58
ASE_00255 0.51 0.50 0.52 65 74567 61 4 55 2 65
ASE_00257 0.49 0.47 0.50 46 50948 50 2 44 4 51
ASE_00263 0.57 0.58 0.58 69 70380 54 5 46 3 51
ASE_00267 0.65 0.63 0.68 55 45069 36 2 24 10 33
ASE_00270 0.82 0.79 0.85 101 72271 24 1 17 6 27
ASE_00274 0.42 0.41 0.43 42 55514 57 7 48 2 61
ASE_00277 0.42 0.43 0.41 39 48110 59 9 47 3 52
ASE_00279 0.49 0.48 0.51 48 53207 49 7 39 3 53
ASE_00280 0.52 0.50 0.53 49 51911 47 8 35 4 49
ASE_00281 0.79 0.75 0.83 66 44471 23 0 14 9 22
ASE_00282 0.44 0.44 0.44 56 77688 71 4 67 0 71
ASE_00283 0.71 0.68 0.74 73 61677 34 3 23 8 34
ASE_00284 0.68 0.66 0.71 71 58211 37 4 25 8 37
ASE_00285 0.81 0.76 0.86 93 68898 25 2 13 10 29
ASE_00286 0.39 0.38 0.40 35 46577 63 2 51 10 57
ASE_00287 0.71 0.68 0.74 70 54851 31 5 20 6 33
ASE_00292 0.44 0.42 0.46 58 81685 71 2 65 4 80
ASE_00294 0.60 0.56 0.64 96 114332 57 3 50 4 75
ASE_00296 0.42 0.41 0.44 59 91673 77 9 65 3 86
ASE_00297 0.48 0.50 0.47 49 52871 56 8 47 1 49
ASE_00298 0.52 0.50 0.54 56 67425 51 1 46 4 57
ASE_00318 0.64 0.64 0.65 75 80084 46 11 30 5 43
ASE_00328 0.68 0.65 0.72 73 72669 43 4 25 14 39
ASE_00332 0.48 0.46 0.50 64 81683 66 2 61 3 74
ASE_00335 0.39 0.39 0.40 45 75353 75 9 59 7 71
ASE_00340 0.75 0.74 0.76 63 45973 27 6 14 7 22
ASE_00342 0.62 0.58 0.67 67 62381 34 1 32 1 48
ASE_00353 0.56 0.56 0.56 60 57863 51 4 43 4 47
ASE_00361 0.52 0.51 0.53 65 75343 61 11 47 3 62
ASE_00362 0.59 0.59 0.59 54 48114 40 2 35 3 37
ASE_00363 0.55 0.55 0.55 52 51266 49 3 39 7 42
ASE_00364 0.74 0.72 0.76 76 54185 32 1 23 8 29
ASE_00366 0.41 0.42 0.40 41 58550 63 10 52 1 57
ASE_00367 0.50 0.52 0.48 45 42977 52 4 45 3 41
ASE_00369 0.61 0.61 0.61 65 55839 45 2 39 4 42
ASE_00370 0.54 0.55 0.53 46 41818 45 5 36 4 38
ASE_00372 0.69 0.69 0.70 69 51904 36 6 24 6 31
ASE_00374 0.68 0.67 0.69 59 44765 28 3 23 2 29
ASE_00376 0.60 0.59 0.61 62 56852 47 1 38 8 43
ASE_00377 0.72 0.70 0.74 75 57528 33 3 24 6 32
ASE_00379 0.48 0.47 0.49 42 45971 53 3 40 10 47
ASE_00382 0.67 0.67 0.68 56 41823 31 6 20 5 28
ASE_00383 0.43 0.42 0.44 44 54516 62 5 50 7 61
ASE_00384 0.58 0.58 0.58 53 48425 40 3 35 2 39
ASE_00386 0.51 0.51 0.51 49 50307 49 7 40 2 47
ASE_00387 0.58 0.56 0.60 58 55848 44 6 33 5 46
ASE_00388 0.59 0.56 0.63 50 45673 41 2 28 11 39
ASE_00390 0.62 0.60 0.64 51 42115 39 0 29 10 34
ASE_00393 0.49 0.47 0.51 44 47808 50 2 41 7 49
ASE_00394 0.77 0.75 0.79 70 46882 24 2 17 5 23
ASE_00395 0.64 0.65 0.63 55 41528 37 3 30 4 29
ASE_00396 0.53 0.53 0.53 44 41533 43 4 35 4 39
ASE_00397 0.75 0.72 0.78 76 54518 29 2 19 8 29
ASE_00398 0.61 0.58 0.64 60 55851 43 1 33 9 44
ASE_00400 0.64 0.62 0.67 66 57871 38 1 32 5 40
ASE_00401 0.59 0.60 0.59 75 76901 53 7 45 1 51
ASE_00402 0.76 0.74 0.79 63 42406 22 2 15 5 22
ASE_00403 0.67 0.64 0.70 68 55848 34 0 29 5 39
ASE_00404 0.42 0.41 0.44 35 42991 54 1 44 9 50
ASE_00406 0.80 0.77 0.83 72 48741 25 1 14 10 22
ASE_00411 0.47 0.46 0.48 41 49370 53 5 39 9 48
ASE_00412 0.46 0.46 0.47 48 58209 57 9 45 3 57
ASE_00413 0.55 0.58 0.53 47 44462 45 13 29 3 34
ASE_00415 0.66 0.65 0.66 67 54845 36 6 28 2 36
ASE_00416 0.64 0.62 0.66 79 77301 49 3 38 8 48
ASE_00419 0.74 0.74 0.75 76 54845 27 9 16 2 27
ASE_00422 0.78 0.77 0.79 72 46880 26 5 14 7 22
ASE_00423 0.58 0.58 0.59 63 56846 44 7 37 0 46
ASE_00428 0.77 0.74 0.80 93 76520 29 3 20 6 32
ASE_00430 0.71 0.70 0.72 68 46877 33 5 21 7 29
ASE_00437 0.44 0.41 0.47 56 79281 68 0 64 4 79
ASE_00441 0.81 0.77 0.86 86 64161 24 1 13 10 26
ASE_00448 0.23 0.23 0.23 26 64147 95 8 80 7 86
ASE_00451 0.64 0.61 0.67 76 70762 43 3 35 5 49
RFA_00599 0.73 0.74 0.72 82 101361 60 10 22 28 29
RFA_00601 0.42 0.46 0.39 52 99103 95 33 47 15 62
RFA_00602 0.60 0.63 0.57 73 101347 77 23 32 22 43
TMR_00017 0.56 0.55 0.58 56 67064 45 8 33 4 46
TMR_00018 0.41 0.42 0.40 39 64522 63 14 45 4 53
TMR_00038 0.12 0.13 0.11 14 71131 112 12 96 4 96
TMR_00042 0.34 0.35 0.34 34 62736 68 3 62 3 64
TMR_00046 0.27 0.28 0.26 27 62732 80 11 65 4 69
TMR_00048 0.23 0.24 0.22 23 64877 85 17 63 5 72
TMR_00080 0.61 0.61 0.61 59 70403 41 10 28 3 37
TMR_00082 0.67 0.67 0.68 64 67802 37 9 21 7 32
TMR_00123 0.44 0.45 0.44 45 66328 62 10 47 5 56
TMR_00137 0.16 0.17 0.15 15 60978 90 11 71 8 74
TMR_00142 0.49 0.51 0.48 52 70767 69 13 44 12 50
TMR_00207 0.30 0.30 0.30 31 72287 76 8 64 4 72
TMR_00257 0.27 0.28 0.26 27 67058 81 14 62 5 71
TMR_00271 0.63 0.62 0.65 56 64175 41 6 24 11 35
TMR_00332 0.48 0.48 0.48 48 67061 56 14 38 4 51
TMR_00366 0.46 0.46 0.46 46 67796 65 14 40 11 54
TMR_00378 0.29 0.30 0.28 29 67792 86 19 56 11 68
TMR_00399 0.27 0.29 0.26 27 64875 85 12 66 7 67
TMR_00404 0.37 0.40 0.34 37 67420 82 28 43 11 55
TMR_00427 0.27 0.28 0.26 27 67424 82 18 59 5 70
TMR_00443 0.53 0.50 0.55 52 67067 49 11 31 7 52
TMR_00451 0.18 0.19 0.17 17 63444 89 19 66 4 72
TMR_00458 0.49 0.49 0.48 46 63451 56 10 39 7 47
TMR_00469 0.34 0.34 0.33 34 64518 77 10 58 9 66
TMR_00472 0.48 0.49 0.47 48 64518 67 11 43 13 49
TMR_00519 0.18 0.20 0.17 19 63079 102 18 74 10 76
TMR_00520 0.48 0.48 0.48 48 63091 61 15 36 10 51
TMR_00522 0.38 0.39 0.38 38 63089 72 15 48 9 59
TMR_00528 0.30 0.29 0.30 28 63098 74 15 49 10 69
TMR_00540 0.45 0.44 0.47 46 73438 66 11 41 14 58
TMR_00568 0.35 0.34 0.36 34 60632 66 5 55 6 65
TMR_00571 0.61 0.60 0.63 59 60632 48 5 30 13 40
TMR_00580 0.67 0.65 0.70 65 60633 40 3 25 12 35
TMR_00584 0.61 0.60 0.62 58 60981 48 3 33 12 39
TMR_00586 0.48 0.49 0.47 48 60973 63 8 46 9 49
TMR_00616 0.33 0.34 0.32 34 67054 78 16 57 5 65
TMR_00699 0.55 0.53 0.57 54 67067 45 6 34 5 48
TMR_00702 0.45 0.44 0.46 44 67066 55 15 36 4 56
TMR_00703 0.49 0.49 0.49 49 67428 56 12 39 5 50

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Performance of CMfinder(20) - scored lower in this pairwise comparison

1. Total counts & total scores for CMfinder(20)

Total Base Pair Counts
Total TP 6601
Total TN 12425169
Total FP 2538
Total FP CONTRA 195
Total FP INCONS 2041
Total FP COMP 302
Total FN 14814
Total Scores
MCC 0.479
Average MCC ± 95% Confidence Intervals 0.476 ± 0.017
Sensitivity 0.308
Positive Predictive Value 0.747
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.50 0.29 0.88 28 47863 4 0 4 0 69
ASE_00005 0.41 0.26 0.67 30 57925 15 0 15 0 87
ASE_00006 0.54 0.40 0.74 37 47536 13 1 12 0 56
ASE_00007 0.64 0.48 0.85 53 59623 11 1 8 2 57
ASE_00012 0.41 0.18 0.96 22 73897 1 0 1 0 101
ASE_00018 0.55 0.40 0.75 54 80529 20 1 17 2 80
ASE_00020 0.40 0.24 0.68 30 73876 16 1 13 2 96
ASE_00021 0.37 0.18 0.80 28 104161 7 1 6 0 132
ASE_00022 0.45 0.28 0.71 35 82979 14 1 13 0 89
ASE_00028 0.59 0.41 0.84 52 84604 11 3 7 1 74
ASE_00035 0.46 0.29 0.74 34 70454 12 1 11 0 84
ASE_00037 0.55 0.42 0.72 46 59276 18 0 18 0 64
ASE_00038 0.51 0.37 0.73 37 53577 14 1 13 0 64
ASE_00040 0.44 0.24 0.80 32 78963 9 1 7 1 101
ASE_00041 0.54 0.38 0.77 41 57577 12 0 12 0 67
ASE_00042 0.40 0.18 0.90 26 90071 3 0 3 0 119
ASE_00044 0.45 0.29 0.71 30 54573 13 0 12 1 75
ASE_00064 0.48 0.30 0.75 27 45415 10 1 8 1 62
ASE_00068 0.61 0.44 0.86 37 37632 6 0 6 0 48
ASE_00074 0.63 0.44 0.91 52 67839 6 0 5 1 67
ASE_00075 0.37 0.17 0.80 28 108776 7 1 6 0 134
ASE_00077 0.59 0.36 0.97 31 45118 1 0 1 0 55
ASE_00078 0.72 0.61 0.84 51 43010 11 1 9 1 32
ASE_00080 0.37 0.24 0.58 30 71579 22 0 22 0 93
ASE_00081 0.51 0.31 0.86 30 49735 6 0 5 1 67
ASE_00082 0.56 0.39 0.82 45 70445 17 0 10 7 71
ASE_00083 0.50 0.27 0.91 30 62448 4 0 3 1 80
ASE_00084 0.49 0.34 0.69 34 53579 15 0 15 0 65
ASE_00087 0.41 0.21 0.79 30 88372 8 0 8 0 114
ASE_00090 0.46 0.33 0.66 33 55561 18 0 17 1 68
ASE_00092 0.55 0.37 0.81 42 63494 11 0 10 1 71
ASE_00099 0.55 0.40 0.76 48 64557 17 0 15 2 72
ASE_00104 0.47 0.30 0.73 36 64212 14 0 13 1 83
ASE_00105 0.42 0.23 0.78 25 64229 7 1 6 0 86
ASE_00107 0.62 0.45 0.85 57 73086 10 0 10 0 70
ASE_00115 0.51 0.29 0.91 29 54583 4 0 3 1 72
ASE_00118 0.65 0.48 0.88 49 60670 9 1 6 2 53
ASE_00119 0.44 0.29 0.67 31 62789 17 3 12 2 77
ASE_00123 0.45 0.28 0.71 24 38469 14 0 10 4 61
ASE_00125 0.55 0.40 0.76 35 39294 12 1 10 1 53
ASE_00126 0.66 0.56 0.78 46 40411 14 0 13 1 36
ASE_00128 0.51 0.29 0.91 29 53269 4 0 3 1 71
ASE_00129 0.51 0.27 0.97 30 62804 1 0 1 0 81
ASE_00131 0.53 0.34 0.83 29 39305 7 0 6 1 56
ASE_00134 0.63 0.48 0.82 46 50347 11 0 10 1 49
ASE_00135 0.47 0.34 0.65 37 63133 20 1 19 0 72
ASE_00136 0.63 0.50 0.81 46 48148 13 0 11 2 46
ASE_00137 0.67 0.50 0.89 49 48461 7 2 4 1 49
ASE_00138 0.74 0.63 0.86 51 40411 9 1 7 1 30
ASE_00140 0.35 0.18 0.69 22 70844 11 0 10 1 103
ASE_00142 0.46 0.22 0.96 27 67133 3 0 1 2 95
ASE_00146 0.52 0.38 0.70 47 70809 20 1 19 0 77
ASE_00153 0.09 0.05 0.16 4 57605 39 5 16 18 69
ASE_00163 0.67 0.54 0.83 50 53241 10 1 9 0 43
ASE_00165 0.54 0.31 0.97 31 52943 1 0 1 0 70
ASE_00170 0.52 0.32 0.83 30 48792 8 0 6 2 63
ASE_00171 0.64 0.48 0.85 45 48463 9 1 7 1 49
ASE_00172 0.53 0.38 0.74 40 58942 15 1 13 1 66
ASE_00174 0.39 0.19 0.81 21 61049 5 2 3 0 88
ASE_00175 0.46 0.32 0.65 34 59979 18 0 18 0 73
ASE_00179 0.55 0.45 0.67 38 44196 19 3 16 0 46
ASE_00180 0.69 0.57 0.84 57 51292 11 0 11 0 43
ASE_00181 0.50 0.30 0.82 32 57591 8 0 7 1 74
ASE_00182 0.40 0.26 0.64 35 84200 20 1 19 0 101
ASE_00183 0.42 0.26 0.67 29 61382 14 0 14 0 84
ASE_00184 0.63 0.47 0.86 48 54559 8 1 7 0 54
ASE_00185 0.35 0.18 0.70 23 73503 10 0 10 0 105
ASE_00186 0.44 0.27 0.71 36 78952 15 0 15 0 96
ASE_00190 0.32 0.18 0.57 16 45423 13 1 11 1 74
ASE_00197 0.45 0.26 0.78 38 89204 11 0 11 0 107
ASE_00198 0.62 0.46 0.84 47 52594 9 1 8 0 55
ASE_00203 0.44 0.24 0.79 23 46636 6 2 4 0 73
ASE_00212 0.43 0.27 0.69 40 93903 18 1 17 0 108
ASE_00214 0.62 0.47 0.81 48 56221 13 0 11 2 55
ASE_00215 0.42 0.27 0.66 27 48475 15 0 14 1 72
ASE_00216 0.72 0.60 0.86 49 39283 8 5 3 0 33
ASE_00217 0.54 0.38 0.77 34 40426 12 0 10 2 56
ASE_00221 0.56 0.38 0.80 45 64564 11 1 10 0 72
ASE_00228 0.41 0.24 0.70 21 46941 10 2 7 1 65
ASE_00229 0.57 0.44 0.75 38 42435 14 0 13 1 49
ASE_00231 0.61 0.45 0.83 43 47843 9 2 7 0 53
ASE_00232 0.66 0.56 0.78 47 38443 13 4 9 0 37
ASE_00234 0.45 0.27 0.74 35 75419 12 1 11 0 94
ASE_00238 0.46 0.22 0.96 25 64235 1 0 1 0 89
ASE_00241 0.77 0.68 0.88 59 43889 8 0 8 0 28
ASE_00242 0.58 0.41 0.81 46 61018 13 1 10 2 66
ASE_00248 0.56 0.39 0.80 44 62426 11 1 10 0 70
ASE_00254 0.65 0.55 0.76 45 36797 14 3 11 0 37
ASE_00255 0.42 0.22 0.82 28 74657 6 1 5 0 102
ASE_00257 0.51 0.36 0.73 35 50992 14 0 13 1 62
ASE_00263 0.50 0.33 0.78 39 70450 12 0 11 1 81
ASE_00267 0.62 0.47 0.82 41 45100 10 0 9 1 47
ASE_00270 0.47 0.27 0.80 35 72346 9 0 9 0 93
ASE_00274 0.56 0.42 0.75 43 55554 14 1 13 0 60
ASE_00277 0.49 0.27 0.89 25 48177 3 0 3 0 66
ASE_00279 0.50 0.27 0.93 27 53272 2 0 2 0 74
ASE_00280 0.45 0.30 0.67 29 51960 15 0 14 1 69
ASE_00281 0.49 0.30 0.81 26 44519 6 0 6 0 62
ASE_00282 0.45 0.30 0.68 38 77759 18 1 17 0 89
ASE_00283 0.46 0.26 0.82 28 61742 8 0 6 2 79
ASE_00284 0.41 0.24 0.70 26 58274 11 0 11 0 82
ASE_00285 0.43 0.22 0.82 27 68973 6 0 6 0 95
ASE_00286 0.66 0.51 0.85 47 46610 9 0 8 1 45
ASE_00287 0.44 0.31 0.63 32 54895 20 1 18 1 71
ASE_00292 0.50 0.35 0.72 48 81743 19 0 19 0 90
ASE_00294 0.37 0.19 0.74 32 114438 12 0 11 1 139
ASE_00296 0.35 0.18 0.67 26 91767 13 0 13 0 119
ASE_00297 0.40 0.24 0.65 24 52938 14 0 13 1 74
ASE_00298 0.54 0.38 0.75 43 67471 14 1 13 0 70
ASE_00318 0.49 0.31 0.80 36 80155 10 3 6 1 82
ASE_00328 0.48 0.34 0.69 38 72716 20 4 13 3 74
ASE_00332 0.41 0.20 0.87 27 81779 4 0 4 0 111
ASE_00335 0.46 0.32 0.67 37 75411 19 2 16 1 79
ASE_00340 0.47 0.36 0.62 31 46006 19 5 14 0 54
ASE_00342 0.57 0.41 0.81 47 62423 13 0 11 2 68
ASE_00353 0.52 0.39 0.68 42 57908 21 1 19 1 65
ASE_00361 0.40 0.21 0.75 27 75430 10 1 8 1 100
ASE_00362 0.52 0.41 0.66 37 48149 19 0 19 0 54
ASE_00363 0.48 0.30 0.78 28 51324 9 4 4 1 66
ASE_00364 0.43 0.25 0.76 26 54251 8 0 8 0 79
ASE_00366 0.43 0.33 0.56 32 58596 25 3 22 0 66
ASE_00367 0.50 0.30 0.84 26 43040 5 0 5 0 60
ASE_00369 0.55 0.38 0.79 41 55893 11 0 11 0 66
ASE_00370 0.69 0.57 0.83 48 41847 11 1 9 1 36
ASE_00372 0.60 0.43 0.84 43 51952 8 0 8 0 57
ASE_00374 0.52 0.32 0.85 28 44817 6 0 5 1 60
ASE_00376 0.42 0.25 0.70 26 56916 11 0 11 0 79
ASE_00377 0.43 0.25 0.75 27 57594 10 0 9 1 80
ASE_00379 0.60 0.44 0.83 39 46009 9 0 8 1 50
ASE_00382 0.64 0.51 0.81 43 41852 11 1 9 1 41
ASE_00383 0.55 0.38 0.78 40 54564 11 1 10 0 65
ASE_00384 0.49 0.28 0.87 26 48486 5 0 4 1 66
ASE_00386 0.54 0.31 0.94 30 50371 3 0 2 1 66
ASE_00387 0.42 0.23 0.75 24 55913 9 0 8 1 80
ASE_00388 0.68 0.55 0.84 49 45695 10 1 8 1 40
ASE_00390 0.55 0.33 0.93 28 42165 3 0 2 1 57
ASE_00393 0.58 0.45 0.74 42 47838 15 1 14 0 51
ASE_00394 0.54 0.31 0.94 29 46940 3 0 2 1 64
ASE_00395 0.61 0.48 0.78 40 41565 11 0 11 0 44
ASE_00396 0.56 0.34 0.93 28 41586 3 0 2 1 55
ASE_00397 0.55 0.38 0.78 40 54564 12 0 11 1 65
ASE_00398 0.44 0.23 0.86 24 55917 5 0 4 1 80
ASE_00400 0.58 0.43 0.78 46 57911 13 1 12 0 60
ASE_00401 0.43 0.21 0.90 26 76999 4 0 3 1 100
ASE_00402 0.54 0.36 0.79 31 42447 8 0 8 0 54
ASE_00403 0.61 0.42 0.88 45 55894 6 1 5 0 62
ASE_00404 0.68 0.56 0.83 48 43013 10 1 9 0 37
ASE_00406 0.59 0.41 0.85 39 48782 9 0 7 2 55
ASE_00411 0.44 0.33 0.59 29 49406 20 1 19 0 60
ASE_00412 0.53 0.36 0.79 38 58263 11 0 10 1 67
ASE_00413 0.51 0.37 0.70 30 44508 14 3 10 1 51
ASE_00415 0.39 0.20 0.75 21 54918 8 0 7 1 82
ASE_00416 0.42 0.21 0.82 27 77388 7 0 6 1 100
ASE_00419 0.55 0.41 0.75 42 54890 14 2 12 0 61
ASE_00422 0.57 0.40 0.79 38 46923 11 0 10 1 56
ASE_00423 0.39 0.24 0.63 26 56912 15 0 15 0 83
ASE_00428 0.56 0.40 0.79 50 76573 13 1 12 0 75
ASE_00430 0.46 0.25 0.86 24 46943 4 0 4 0 73
ASE_00437 0.58 0.39 0.87 53 79340 8 0 8 0 82
ASE_00441 0.53 0.36 0.80 40 64211 11 1 9 1 72
ASE_00448 0.51 0.33 0.79 37 64214 11 0 10 1 75
ASE_00451 0.54 0.35 0.83 44 70823 10 1 8 1 81
RFA_00599 0.06 0.04 0.10 4 101435 37 2 34 1 107
RFA_00601 0.20 0.13 0.32 15 99188 37 2 30 5 99
RFA_00602 0.15 0.09 0.26 10 101437 34 0 28 6 106
TMR_00017 0.44 0.23 0.85 23 67134 8 0 4 4 79
TMR_00018 0.29 0.13 0.67 12 64602 10 0 6 4 80
TMR_00038 0.49 0.25 0.93 28 71223 4 1 1 2 82
TMR_00042 0.22 0.12 0.40 12 62805 21 0 18 3 86
TMR_00046 0.31 0.22 0.44 21 62787 30 4 23 3 75
TMR_00048 0.28 0.20 0.40 19 64933 33 5 23 5 76
TMR_00080 0.47 0.29 0.76 28 70463 9 0 9 0 68
TMR_00082 0.44 0.30 0.63 29 67850 21 1 16 4 67
TMR_00123 0.41 0.22 0.76 22 66401 12 0 7 5 79
TMR_00137 0.33 0.20 0.55 18 61042 21 2 13 6 71
TMR_00142 0.12 0.07 0.21 7 70843 33 8 18 7 95
TMR_00207 0.32 0.18 0.54 19 72355 16 6 10 0 84
TMR_00257 0.46 0.29 0.76 28 67124 14 0 9 5 70
TMR_00271 0.28 0.14 0.57 13 64238 15 1 9 5 78
TMR_00332 0.40 0.22 0.71 22 67130 14 0 9 5 77
TMR_00366 0.32 0.17 0.59 17 67867 23 3 9 11 83
TMR_00378 0.32 0.18 0.59 17 67867 23 3 9 11 80
TMR_00399 0.18 0.09 0.36 8 64958 14 7 7 0 86
TMR_00404 0.21 0.11 0.42 10 67504 25 4 10 11 82
TMR_00427 0.55 0.32 0.94 31 67495 7 0 2 5 66
TMR_00443 0.41 0.27 0.64 28 67117 20 1 15 4 76
TMR_00451 0.17 0.11 0.25 10 63506 34 6 24 4 79
TMR_00458 0.18 0.09 0.38 8 63525 16 1 12 3 85
TMR_00469 0.50 0.31 0.79 31 64581 12 1 7 4 69
TMR_00472 0.50 0.30 0.83 29 64585 10 1 5 4 68
TMR_00519 0.28 0.18 0.44 17 63151 27 2 20 5 78
TMR_00520 0.34 0.19 0.59 19 63158 13 4 9 0 80
TMR_00522 0.38 0.20 0.73 19 63164 7 1 6 0 78
TMR_00528 0.40 0.23 0.71 22 63159 13 2 7 4 75
TMR_00540 0.30 0.18 0.50 19 73498 24 2 17 5 85
TMR_00568 0.33 0.17 0.65 17 60700 14 0 9 5 82
TMR_00571 0.37 0.19 0.70 19 60699 13 0 8 5 80
TMR_00580 0.35 0.19 0.66 19 60697 15 2 8 5 81
TMR_00584 0.31 0.15 0.63 15 61051 15 1 8 6 82
TMR_00586 0.36 0.20 0.68 19 61047 14 1 8 5 78
TMR_00616 0.46 0.28 0.76 28 67124 12 3 6 3 71
TMR_00699 0.32 0.17 0.61 17 67133 12 3 8 1 85
TMR_00702 0.42 0.24 0.73 24 67128 10 3 6 1 76
TMR_00703 0.52 0.35 0.78 35 67483 15 1 9 5 64

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