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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Afold CMfinder(20)
MCC 0.556 > 0.494
Average MCC ± 95% Confidence Intervals 0.555 ± 0.022 > 0.492 ± 0.018
Sensitivity 0.544 > 0.323
Positive Predictive Value 0.570 < 0.757
Total TP 10335 > 6141
Total TN 10410719 < 10420733
Total FP 8703 > 2151
Total FP CONTRA 957 > 148
Total FP INCONS 6837 > 1826
Total FP COMP 909 > 177
Total FN 8662 < 12856
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of Afold - scored higher in this pairwise comparison

1. Total counts & total scores for Afold

Total Base Pair Counts
Total TP 10335
Total TN 10410719
Total FP 8703
Total FP CONTRA 957
Total FP INCONS 6837
Total FP COMP 909
Total FN 8662
Total Scores
MCC 0.556
Average MCC ± 95% Confidence Intervals 0.555 ± 0.022
Sensitivity 0.544
Positive Predictive Value 0.570
Nr of predictions 185

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.51 0.52 0.51 50 47797 49 10 38 1 47
ASE_00005 0.61 0.56 0.66 66 57870 39 0 34 5 51
ASE_00006 0.66 0.67 0.65 62 47491 36 7 26 3 31
ASE_00007 0.56 0.53 0.59 58 59586 45 1 40 4 52
ASE_00012 0.41 0.39 0.43 48 73808 72 1 63 8 75
ASE_00020 0.57 0.54 0.60 68 73807 46 6 39 1 58
ASE_00021 0.54 0.51 0.59 81 104058 66 7 50 9 79
ASE_00028 0.58 0.56 0.61 70 84551 54 4 41 9 56
ASE_00037 0.34 0.32 0.37 35 59245 63 0 60 3 75
ASE_00038 0.53 0.52 0.54 53 53529 48 4 42 2 48
ASE_00040 0.50 0.47 0.53 63 78883 63 5 52 6 70
ASE_00041 0.53 0.51 0.55 55 57530 51 2 43 6 53
ASE_00042 0.44 0.42 0.47 61 89969 73 3 67 3 84
ASE_00044 0.74 0.70 0.78 74 54520 26 3 18 5 31
ASE_00045 0.65 0.65 0.65 52 47198 37 7 21 9 28
ASE_00064 0.43 0.43 0.44 38 45364 54 5 44 5 51
ASE_00068 0.33 0.32 0.36 27 37599 50 2 47 1 58
ASE_00074 0.48 0.47 0.50 56 67784 57 7 49 1 63
ASE_00075 0.65 0.59 0.72 95 108679 46 3 34 9 67
ASE_00077 0.52 0.51 0.54 44 45068 39 6 32 1 42
ASE_00078 0.67 0.67 0.67 56 42988 32 5 22 5 27
ASE_00080 0.50 0.48 0.52 59 71518 59 3 51 5 64
ASE_00081 0.46 0.45 0.46 44 49675 53 5 46 2 53
ASE_00082 0.57 0.54 0.61 63 70396 51 1 40 10 53
ASE_00083 0.71 0.67 0.76 74 62383 32 1 23 8 36
ASE_00084 0.72 0.71 0.73 70 53532 30 6 20 4 29
ASE_00087 0.56 0.51 0.61 74 88288 54 5 43 6 70
ASE_00090 0.46 0.47 0.47 47 55510 59 6 48 5 54
ASE_00092 0.68 0.65 0.72 73 63444 35 3 26 6 40
ASE_00104 0.53 0.50 0.56 60 64153 49 8 40 1 59
ASE_00114 0.40 0.40 0.39 31 45372 58 6 42 10 46
ASE_00115 0.55 0.54 0.56 55 54517 51 1 42 8 46
ASE_00118 0.38 0.38 0.39 39 60625 64 5 57 2 63
ASE_00119 0.63 0.60 0.67 65 62738 35 1 31 3 43
ASE_00123 0.44 0.42 0.46 36 38425 48 3 39 6 49
ASE_00125 0.64 0.63 0.65 55 39255 32 4 26 2 33
ASE_00126 0.74 0.74 0.73 61 40387 27 3 19 5 21
ASE_00128 0.74 0.72 0.77 72 53207 30 2 20 8 28
ASE_00129 0.77 0.74 0.80 82 62732 26 3 18 5 29
ASE_00131 0.62 0.55 0.70 47 39273 31 0 20 11 38
ASE_00134 0.43 0.42 0.44 40 50313 54 7 43 4 55
ASE_00135 0.45 0.44 0.45 48 63084 63 8 50 5 61
ASE_00136 0.69 0.65 0.72 60 48122 28 3 20 5 32
ASE_00137 0.44 0.43 0.45 42 48423 53 4 47 2 56
ASE_00138 0.51 0.49 0.53 40 40395 36 4 31 1 41
ASE_00140 0.62 0.57 0.67 71 70770 38 6 29 3 54
ASE_00146 0.55 0.52 0.59 64 70768 50 2 42 6 60
ASE_00153 0.66 0.67 0.65 49 57555 68 2 24 42 24
ASE_00161 0.27 0.29 0.26 25 53531 73 15 57 1 62
ASE_00163 0.64 0.63 0.66 59 53211 43 4 27 12 34
ASE_00165 0.64 0.60 0.67 61 52884 31 5 25 1 40
ASE_00170 0.70 0.68 0.72 63 48740 27 2 23 2 30
ASE_00171 0.70 0.69 0.71 65 48425 28 5 21 2 29
ASE_00172 0.62 0.61 0.63 65 58893 41 8 30 3 41
ASE_00174 0.59 0.57 0.62 62 60975 42 6 32 4 47
ASE_00175 0.59 0.59 0.59 63 59925 45 7 36 2 44
ASE_00179 0.64 0.65 0.62 55 44164 35 7 27 1 29
ASE_00180 0.71 0.69 0.74 69 51267 31 2 22 7 31
ASE_00181 0.54 0.53 0.55 56 57528 52 3 43 6 50
ASE_00182 0.60 0.58 0.62 79 84128 49 6 42 1 57
ASE_00183 0.71 0.70 0.72 79 61316 35 2 28 5 34
ASE_00185 0.72 0.70 0.74 89 73416 38 6 25 7 39
ASE_00186 0.73 0.69 0.78 91 78887 30 3 22 5 41
ASE_00190 0.49 0.46 0.52 41 45372 44 7 31 6 49
ASE_00197 0.49 0.46 0.52 67 89123 66 4 59 3 78
ASE_00198 0.61 0.59 0.64 60 52556 40 6 28 6 42
ASE_00203 0.70 0.69 0.72 66 46573 26 7 19 0 30
ASE_00212 0.70 0.67 0.74 99 93827 39 3 32 4 49
ASE_00214 0.72 0.72 0.73 74 56178 36 4 24 8 29
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.67 0.68 0.66 56 39255 31 9 20 2 26
ASE_00217 0.40 0.37 0.45 33 40396 48 3 38 7 57
ASE_00221 0.49 0.45 0.54 53 64522 48 3 42 3 64
ASE_00228 0.52 0.53 0.50 46 46879 46 14 32 0 40
ASE_00229 0.61 0.61 0.62 53 42400 33 8 25 0 34
ASE_00231 0.65 0.65 0.65 62 47800 33 5 28 0 34
ASE_00232 0.63 0.64 0.61 54 38415 37 10 24 3 30
ASE_00234 0.58 0.53 0.62 69 75355 47 3 39 5 60
ASE_00238 0.59 0.59 0.60 67 64150 50 2 42 6 47
ASE_00241 0.49 0.49 0.49 43 43868 47 7 38 2 44
ASE_00254 0.49 0.46 0.52 38 36783 39 4 31 4 44
ASE_00255 0.64 0.62 0.66 80 74570 45 7 34 4 50
ASE_00257 0.55 0.55 0.55 53 50944 47 4 39 4 44
ASE_00263 0.62 0.63 0.62 76 70377 49 5 42 2 44
ASE_00267 0.32 0.31 0.34 27 45070 62 5 48 9 61
ASE_00270 0.76 0.73 0.80 94 72272 29 4 20 5 34
ASE_00274 0.45 0.44 0.46 45 55513 54 10 43 1 58
ASE_00277 0.38 0.38 0.38 35 48112 61 9 49 3 56
ASE_00279 0.68 0.66 0.71 67 53206 35 3 25 7 34
ASE_00280 0.36 0.36 0.37 35 51909 65 4 55 6 63
ASE_00282 0.56 0.55 0.57 70 77693 58 5 47 6 57
ASE_00283 0.75 0.73 0.77 78 61675 30 3 20 7 29
ASE_00284 0.62 0.60 0.64 65 58210 44 4 32 8 43
ASE_00285 0.75 0.70 0.80 86 68899 28 3 18 7 36
ASE_00286 0.43 0.42 0.43 39 46574 63 5 47 11 53
ASE_00287 0.59 0.55 0.63 57 54856 39 2 31 6 46
ASE_00292 0.62 0.58 0.66 80 81689 43 2 39 2 58
ASE_00294 0.74 0.68 0.80 117 114335 32 2 27 3 54
ASE_00296 0.25 0.24 0.27 35 91676 98 8 87 3 110
ASE_00297 0.50 0.50 0.51 49 52878 53 4 44 5 49
ASE_00298 0.28 0.27 0.29 31 67420 79 9 68 2 82
ASE_00305 0.47 0.47 0.47 40 54529 56 10 36 10 45
ASE_00321 0.40 0.40 0.41 35 54530 57 7 43 7 53
ASE_00328 0.40 0.41 0.40 46 72656 75 3 66 6 66
ASE_00332 0.56 0.54 0.59 75 81682 55 2 51 2 63
ASE_00340 0.76 0.73 0.78 62 45977 26 6 11 9 23
ASE_00342 0.57 0.54 0.60 62 62378 41 5 36 0 53
ASE_00361 0.51 0.49 0.53 62 75349 59 7 48 4 65
ASE_00362 0.61 0.60 0.61 55 48115 39 6 29 4 36
ASE_00363 0.53 0.54 0.53 51 51263 47 5 41 1 43
ASE_00364 0.42 0.42 0.43 44 54182 63 4 55 4 61
ASE_00366 0.54 0.56 0.53 55 58549 52 10 39 3 43
ASE_00367 0.28 0.29 0.27 25 42979 68 8 59 1 61
ASE_00369 0.56 0.55 0.58 59 55843 44 4 39 1 48
ASE_00370 0.63 0.63 0.62 53 41820 33 7 25 1 31
ASE_00372 0.63 0.62 0.65 62 51907 39 6 28 5 38
ASE_00374 0.53 0.52 0.54 46 44765 40 8 31 1 42
ASE_00376 0.48 0.46 0.50 48 56857 52 4 44 4 57
ASE_00379 0.57 0.55 0.60 49 45974 41 3 30 8 40
ASE_00382 0.49 0.49 0.50 41 41823 45 6 35 4 43
ASE_00383 0.58 0.55 0.62 58 54521 40 3 33 4 47
ASE_00384 0.41 0.39 0.43 36 48432 58 2 46 10 56
ASE_00386 0.65 0.65 0.65 62 50307 41 3 31 7 34
ASE_00387 0.43 0.43 0.43 45 55841 59 6 53 0 59
ASE_00388 0.43 0.42 0.44 37 45669 53 3 44 6 52
ASE_00390 0.44 0.42 0.47 36 42118 52 6 35 11 49
ASE_00393 0.37 0.35 0.39 33 47811 58 2 49 7 60
ASE_00394 0.69 0.68 0.70 63 46881 29 5 22 2 30
ASE_00395 0.65 0.63 0.68 53 41538 35 1 24 10 31
ASE_00396 0.16 0.16 0.16 13 41535 71 2 66 3 70
ASE_00397 0.54 0.54 0.54 57 54510 51 4 44 3 48
ASE_00398 0.61 0.58 0.65 60 55852 37 1 32 4 44
ASE_00400 0.53 0.53 0.54 56 57866 51 7 41 3 50
ASE_00401 0.52 0.53 0.51 67 76897 65 13 51 1 59
ASE_00402 0.41 0.40 0.43 34 42406 52 7 39 6 51
ASE_00403 0.44 0.42 0.47 45 55849 55 4 47 4 62
ASE_00404 0.55 0.54 0.57 46 42990 43 0 35 8 39
ASE_00411 0.35 0.35 0.35 31 49366 63 7 51 5 58
ASE_00413 0.55 0.58 0.52 47 44461 44 13 30 1 34
ASE_00415 0.51 0.51 0.51 53 54843 53 7 43 3 50
ASE_00416 0.65 0.61 0.68 78 77307 43 0 36 7 49
ASE_00419 0.75 0.73 0.78 75 54850 26 5 16 5 28
ASE_00422 0.44 0.44 0.45 41 46880 56 5 45 6 53
ASE_00427 0.15 0.20 0.12 9 40678 81 17 51 13 37
ASE_00428 0.51 0.50 0.53 62 76520 58 5 49 4 63
ASE_00430 0.64 0.63 0.66 61 46878 39 5 27 7 36
ASE_00437 0.42 0.39 0.46 53 79285 64 4 59 1 82
ASE_00441 0.77 0.72 0.83 81 64163 30 1 16 13 31
ASE_00448 0.22 0.22 0.23 25 64150 91 6 80 5 87
ASE_00451 0.61 0.57 0.66 71 70768 40 2 35 3 54
RFA_00599 0.67 0.70 0.64 78 101353 66 16 28 22 33
RFA_00601 0.09 0.11 0.08 12 99092 139 35 96 8 102
RFA_00602 0.50 0.53 0.47 62 101344 91 18 51 22 54
SRP_00006 0.82 0.81 0.84 82 45655 19 3 13 3 19
SRP_00011 0.43 0.42 0.45 44 46262 54 4 50 0 60
SRP_00015 0.54 0.53 0.55 52 46265 48 8 35 5 47
SRP_00024 0.68 0.70 0.67 61 37584 31 4 26 1 26
SRP_00026 0.58 0.59 0.58 52 36766 46 4 34 8 36
SRP_00027 0.64 0.62 0.67 54 37047 28 3 24 1 33
SRP_00030 0.74 0.75 0.73 66 36766 26 4 20 2 22
SRP_00031 0.64 0.64 0.63 57 36225 37 4 29 4 32
SRP_00037 0.60 0.60 0.60 52 36498 37 4 31 2 35
SRP_00086 0.71 0.71 0.70 71 44152 31 3 27 1 29
SRP_00088 0.67 0.69 0.66 61 34098 32 3 29 0 28
SRP_00089 0.82 0.81 0.84 73 35691 14 1 13 0 17
SRP_00090 0.69 0.66 0.72 59 35429 25 1 22 2 31
SRP_00152 0.56 0.56 0.57 58 45651 45 1 43 1 45
SRP_00171 0.00 0.00 0.00 0 45348 103 15 88 0 88
SRP_00173 0.72 0.70 0.75 63 38142 29 1 20 8 27
SRP_00174 0.74 0.76 0.72 65 38691 29 8 17 4 21
SRP_00178 0.83 0.78 0.87 80 45661 14 1 11 2 22
SRP_00181 0.33 0.31 0.35 32 45964 60 1 59 0 70
SRP_00182 0.76 0.73 0.79 74 45962 21 3 17 1 27
SRP_00184 0.62 0.60 0.64 60 45962 39 2 32 5 40
SRP_00234 0.77 0.77 0.78 66 36230 25 1 18 6 20
SRP_00308 0.55 0.55 0.56 48 36229 42 9 29 4 40
SRP_00317 0.93 0.89 0.98 87 45061 10 0 2 8 11
SRP_00335 0.32 0.44 0.24 17 35173 76 26 29 21 22
SRP_00337 0.73 0.71 0.76 65 35425 23 1 20 2 26
SRP_00347 0.82 0.80 0.84 77 46573 21 3 12 6 19
TMR_00038 0.25 0.25 0.25 28 71140 89 12 73 4 82
TMR_00046 0.47 0.48 0.46 46 62734 61 10 45 6 50
TMR_00048 0.35 0.37 0.34 35 64876 73 9 60 4 60
TMR_00458 0.22 0.22 0.23 20 63458 76 7 61 8 73
TMR_00568 0.57 0.57 0.58 56 60629 50 3 38 9 43

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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 6141
Total TN 10420733
Total FP 2151
Total FP CONTRA 148
Total FP INCONS 1826
Total FP COMP 177
Total FN 12856
Total Scores
MCC 0.494
Average MCC ± 95% Confidence Intervals 0.492 ± 0.018
Sensitivity 0.323
Positive Predictive Value 0.757
Nr of predictions 185

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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_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_00028 0.59 0.41 0.84 52 84604 11 3 7 1 74
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_00045 0.59 0.46 0.76 37 47229 12 2 10 0 43
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_00104 0.47 0.30 0.73 36 64212 14 0 13 1 83
ASE_00114 0.41 0.32 0.52 25 45403 25 1 22 2 52
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_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_00161 0.51 0.37 0.71 32 53583 14 1 12 1 55
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_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_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_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_00305 0.52 0.39 0.70 33 54568 15 1 13 1 52
ASE_00321 0.54 0.41 0.72 36 54565 15 1 13 1 52
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_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_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_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_00411 0.44 0.33 0.59 29 49406 20 1 19 0 60
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_00427 0.37 0.30 0.45 14 40724 41 4 13 24 32
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
SRP_00006 0.43 0.29 0.64 29 45708 16 0 16 0 72
SRP_00011 0.65 0.48 0.88 50 46303 7 0 7 0 54
SRP_00015 0.53 0.36 0.78 36 46314 10 0 10 0 63
SRP_00024 0.55 0.34 0.88 30 37641 4 0 4 0 57
SRP_00026 0.43 0.26 0.72 23 36824 9 1 8 0 65
SRP_00027 0.48 0.24 0.95 21 37106 1 0 1 0 66
SRP_00030 0.11 0.03 0.33 3 36847 6 0 6 0 85
SRP_00031 0.39 0.24 0.64 21 36282 12 1 11 0 68
SRP_00037 0.26 0.07 1.00 6 36579 0 0 0 0 81
SRP_00086 0.68 0.46 1.00 46 44207 0 0 0 0 54
SRP_00088 0.29 0.19 0.44 17 34152 22 2 20 0 72
SRP_00089 0.45 0.21 0.95 19 35758 1 0 1 0 71
SRP_00090 0.46 0.22 0.95 20 35490 1 0 1 0 70
SRP_00152 0.46 0.38 0.57 39 45684 30 6 24 0 64
SRP_00171 0.47 0.34 0.65 30 45405 16 0 16 0 58
SRP_00173 0.49 0.27 0.89 24 38199 3 0 3 0 66
SRP_00174 0.44 0.23 0.83 20 38757 4 0 4 0 66
SRP_00178 0.55 0.40 0.75 41 45698 14 4 10 0 61
SRP_00181 0.80 0.67 0.96 68 45985 5 0 3 2 34
SRP_00182 0.52 0.38 0.73 38 46004 14 0 14 0 63
SRP_00184 0.38 0.25 0.58 25 46013 18 0 18 0 75
SRP_00234 0.19 0.03 1.00 3 36312 0 0 0 0 83
SRP_00308 0.41 0.26 0.66 23 36280 12 1 11 0 65
SRP_00317 0.63 0.43 0.93 42 45105 3 0 3 0 56
SRP_00335 0.52 0.44 0.63 17 35218 15 4 6 5 22
SRP_00337 0.44 0.30 0.66 27 35470 15 3 11 1 64
SRP_00347 0.32 0.21 0.49 20 46624 21 3 18 0 76
TMR_00038 0.49 0.25 0.93 28 71223 4 1 1 2 82
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_00458 0.18 0.09 0.38 8 63525 16 1 12 3 85
TMR_00568 0.33 0.17 0.65 17 60700 14 0 9 5 82

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