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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CentroidFold Carnac(20)
MCC 0.616 > 0.360
Average MCC ± 95% Confidence Intervals 0.613 ± 0.019 > 0.292 ± 0.029
Sensitivity 0.547 > 0.151
Positive Predictive Value 0.695 < 0.857
Total TP 11716 > 3243
Total TN 12417140 < 12430224
Total FP 5942 > 667
Total FP CONTRA 733 > 81
Total FP INCONS 4417 > 458
Total FP COMP 792 > 128
Total FN 9699 < 18172
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidFold and Carnac(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 CentroidFold and Carnac(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 CentroidFold and Carnac(20)).

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

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Performance of CentroidFold - scored higher 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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Performance of Carnac(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 3243
Total TN 12430224
Total FP 667
Total FP CONTRA 81
Total FP INCONS 458
Total FP COMP 128
Total FN 18172
Total Scores
MCC 0.360
Average MCC ± 95% Confidence Intervals 0.292 ± 0.029
Sensitivity 0.151
Positive Predictive Value 0.857
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.51 0.26 1.00 25 47870 0 0 0 0 72
ASE_00005 0.45 0.21 0.96 25 57944 1 1 0 0 92
ASE_00006 0.00 0.00 0.00 0 47586 0 0 0 0 93
ASE_00007 0.40 0.17 0.95 19 59665 1 0 1 0 91
ASE_00012 0.60 0.47 0.77 58 73845 21 1 16 4 65
ASE_00018 0.53 0.33 0.86 44 80550 8 1 6 1 90
ASE_00020 0.00 0.00 0.00 0 73920 0 0 0 0 126
ASE_00021 0.47 0.33 0.69 52 104121 28 1 22 5 108
ASE_00022 0.54 0.33 0.87 41 82981 7 0 6 1 83
ASE_00028 0.45 0.20 1.00 25 84641 0 0 0 0 101
ASE_00035 0.50 0.31 0.80 37 70454 12 1 8 3 81
ASE_00037 0.27 0.07 1.00 8 59332 0 0 0 0 102
ASE_00038 0.00 0.00 0.00 0 53628 0 0 0 0 101
ASE_00040 0.42 0.17 1.00 23 78980 4 0 0 4 110
ASE_00041 0.40 0.19 0.84 21 57605 4 0 4 0 87
ASE_00042 0.25 0.06 1.00 9 90091 0 0 0 0 136
ASE_00044 0.42 0.20 0.88 21 54591 7 0 3 4 84
ASE_00064 0.00 0.00 0.00 0 45451 0 0 0 0 89
ASE_00068 0.00 0.00 0.00 0 37675 0 0 0 0 85
ASE_00074 0.45 0.21 0.96 25 67870 1 1 0 0 94
ASE_00075 0.57 0.36 0.89 59 108745 11 1 6 4 103
ASE_00077 0.34 0.13 0.92 11 45138 1 0 1 0 75
ASE_00078 0.50 0.25 1.00 21 43050 1 0 0 1 62
ASE_00080 0.10 0.03 0.31 4 71618 9 0 9 0 119
ASE_00081 0.15 0.05 0.45 5 49759 7 0 6 1 92
ASE_00082 0.00 0.00 0.00 0 70500 0 0 0 0 116
ASE_00083 0.29 0.08 1.00 9 62472 0 0 0 0 101
ASE_00084 0.40 0.16 1.00 16 53612 1 0 0 1 83
ASE_00087 0.19 0.03 1.00 5 88405 1 0 0 1 139
ASE_00090 0.00 0.00 0.00 0 55611 0 0 0 0 101
ASE_00092 0.39 0.17 0.90 19 63525 3 0 2 1 94
ASE_00099 0.45 0.21 0.96 25 64594 1 1 0 0 95
ASE_00104 0.42 0.19 0.92 23 64236 2 1 1 0 96
ASE_00105 0.36 0.20 0.67 22 64228 12 0 11 1 89
ASE_00107 0.54 0.35 0.83 44 73100 10 1 8 1 83
ASE_00115 0.19 0.05 0.71 5 54608 3 0 2 1 96
ASE_00118 0.33 0.11 1.00 11 60715 1 0 0 1 91
ASE_00119 0.36 0.13 1.00 14 62821 0 0 0 0 94
ASE_00123 0.00 0.00 0.00 0 38503 0 0 0 0 85
ASE_00125 0.00 0.00 0.00 0 39340 0 0 0 0 88
ASE_00126 0.00 0.00 0.00 0 40470 0 0 0 0 82
ASE_00128 0.26 0.07 1.00 7 53294 0 0 0 0 93
ASE_00129 0.30 0.11 0.86 12 62821 2 0 2 0 99
ASE_00131 0.31 0.09 1.00 8 39332 0 0 0 0 77
ASE_00134 0.25 0.06 1.00 6 50397 0 0 0 0 89
ASE_00135 0.00 0.00 0.00 0 63190 0 0 0 0 109
ASE_00136 0.00 0.00 0.00 0 48205 0 0 0 0 92
ASE_00137 0.00 0.00 0.00 0 48516 0 0 0 0 98
ASE_00138 0.22 0.05 1.00 4 40466 0 0 0 0 77
ASE_00140 0.35 0.14 0.86 18 70855 3 0 3 0 107
ASE_00142 0.41 0.17 0.95 21 67139 1 1 0 0 101
ASE_00146 0.40 0.18 0.92 22 70852 2 0 2 0 102
ASE_00153 0.00 0.00 0.00 0 57626 4 1 3 0 73
ASE_00163 0.17 0.04 0.67 4 53295 2 0 2 0 89
ASE_00165 0.00 0.00 0.00 0 52975 0 0 0 0 101
ASE_00170 0.52 0.27 1.00 25 48803 1 0 0 1 68
ASE_00171 0.00 0.00 0.00 0 48512 4 0 4 0 94
ASE_00172 0.27 0.08 1.00 8 58988 0 0 0 0 98
ASE_00174 0.00 0.00 0.00 0 61075 0 0 0 0 109
ASE_00175 0.20 0.05 0.83 5 60025 2 0 1 1 102
ASE_00179 0.00 0.00 0.00 0 44253 0 0 0 0 84
ASE_00180 0.00 0.00 0.00 0 51360 0 0 0 0 100
ASE_00181 0.22 0.05 1.00 5 57625 0 0 0 0 101
ASE_00182 0.19 0.04 0.86 6 84248 1 0 1 0 130
ASE_00183 0.34 0.14 0.80 16 61405 4 0 4 0 97
ASE_00184 0.33 0.11 1.00 11 54604 1 0 0 1 91
ASE_00185 0.37 0.14 1.00 18 73518 0 0 0 0 110
ASE_00186 0.45 0.22 0.94 29 78972 7 1 1 5 103
ASE_00190 0.29 0.11 0.77 10 45438 6 0 3 3 80
ASE_00197 0.33 0.12 0.94 17 89235 5 1 0 4 128
ASE_00198 0.16 0.04 0.67 4 52644 2 0 2 0 98
ASE_00203 0.35 0.13 1.00 12 46653 0 0 0 0 84
ASE_00212 0.45 0.24 0.85 35 93920 11 1 5 5 113
ASE_00214 0.00 0.00 0.00 0 56280 0 0 0 0 103
ASE_00215 0.19 0.07 0.54 7 48503 6 0 6 0 92
ASE_00216 0.00 0.00 0.00 0 39340 0 0 0 0 82
ASE_00217 0.42 0.19 0.94 17 40452 1 1 0 0 73
ASE_00221 0.36 0.15 0.89 17 64601 2 0 2 0 100
ASE_00228 0.41 0.19 0.89 16 46953 3 0 2 1 70
ASE_00229 0.28 0.08 1.00 7 42479 0 0 0 0 80
ASE_00231 0.00 0.00 0.00 0 47895 0 0 0 0 96
ASE_00232 0.00 0.00 0.00 0 38503 0 0 0 0 84
ASE_00234 0.38 0.18 0.82 23 75438 6 0 5 1 106
ASE_00238 0.18 0.04 0.71 5 64254 2 0 2 0 109
ASE_00241 0.00 0.00 0.00 0 43956 0 0 0 0 87
ASE_00242 0.44 0.21 0.96 23 61051 1 0 1 0 89
ASE_00248 0.72 0.55 0.94 63 62414 5 0 4 1 51
ASE_00254 0.54 0.30 0.96 25 36830 1 0 1 0 57
ASE_00255 0.67 0.55 0.84 71 74606 16 1 13 2 59
ASE_00257 0.00 0.00 0.00 0 51040 0 0 0 0 97
ASE_00263 0.00 0.00 0.00 0 70500 0 0 0 0 120
ASE_00267 0.46 0.22 1.00 19 45131 1 0 0 1 69
ASE_00270 0.30 0.10 0.87 13 72375 2 0 2 0 115
ASE_00274 0.18 0.04 0.80 4 55606 1 0 1 0 99
ASE_00277 0.27 0.10 0.75 9 48193 3 0 3 0 82
ASE_00279 0.24 0.06 1.00 6 53295 0 0 0 0 95
ASE_00280 0.40 0.20 0.80 20 51978 5 0 5 0 78
ASE_00281 0.24 0.06 1.00 5 44546 1 0 0 1 83
ASE_00282 0.00 0.00 0.00 0 77815 0 0 0 0 127
ASE_00283 0.18 0.05 0.71 5 61769 3 0 2 1 102
ASE_00284 0.00 0.00 0.00 0 58311 0 0 0 0 108
ASE_00285 0.50 0.27 0.94 33 68971 3 0 2 1 89
ASE_00286 0.19 0.04 0.80 4 46660 1 0 1 0 88
ASE_00287 0.18 0.04 0.80 4 54941 1 0 1 0 99
ASE_00292 0.53 0.32 0.88 44 81760 7 1 5 1 94
ASE_00294 0.47 0.22 0.97 38 114442 1 1 0 0 133
ASE_00296 0.42 0.20 0.88 29 91773 5 1 3 1 116
ASE_00297 0.00 0.00 0.00 0 52975 0 0 0 0 98
ASE_00298 0.00 0.00 0.00 0 67528 0 0 0 0 113
ASE_00318 0.55 0.32 0.95 38 80160 4 0 2 2 80
ASE_00328 0.73 0.55 0.97 62 72707 8 0 2 6 50
ASE_00332 0.49 0.25 0.95 35 81773 3 0 2 1 103
ASE_00335 0.65 0.46 0.93 53 75409 9 0 4 5 63
ASE_00340 0.00 0.00 0.00 0 46056 3 0 0 3 85
ASE_00342 0.45 0.21 0.96 24 62456 1 1 0 0 91
ASE_00353 0.00 0.00 0.00 0 57970 0 0 0 0 107
ASE_00361 0.18 0.03 1.00 4 75462 0 0 0 0 123
ASE_00362 0.23 0.05 1.00 5 48200 1 0 0 1 86
ASE_00363 0.33 0.12 0.92 11 51348 2 0 1 1 83
ASE_00364 0.00 0.00 0.00 0 54285 0 0 0 0 105
ASE_00366 0.23 0.08 0.67 8 58641 4 0 4 0 90
ASE_00367 0.00 0.00 0.00 0 43071 0 0 0 0 86
ASE_00369 0.00 0.00 0.00 0 55945 0 0 0 0 107
ASE_00370 0.00 0.00 0.00 0 41905 0 0 0 0 84
ASE_00372 0.18 0.04 0.80 4 51998 1 0 1 0 96
ASE_00374 0.00 0.00 0.00 0 44850 0 0 0 0 88
ASE_00376 0.16 0.04 0.67 4 56947 2 0 2 0 101
ASE_00377 0.24 0.07 0.80 8 57620 3 0 2 1 99
ASE_00379 0.24 0.06 1.00 5 46051 0 0 0 0 84
ASE_00382 0.00 0.00 0.00 0 41905 0 0 0 0 84
ASE_00383 0.19 0.04 1.00 4 54611 0 0 0 0 101
ASE_00384 0.00 0.00 0.00 0 48516 0 0 0 0 92
ASE_00386 0.00 0.00 0.00 0 50403 0 0 0 0 96
ASE_00387 0.00 0.00 0.00 0 55945 0 0 0 0 104
ASE_00388 0.44 0.20 0.95 18 45734 2 0 1 1 71
ASE_00390 0.00 0.00 0.00 0 42195 0 0 0 0 85
ASE_00393 0.39 0.16 0.94 15 47879 1 0 1 0 78
ASE_00394 0.00 0.00 0.00 0 46971 0 0 0 0 93
ASE_00395 0.24 0.06 1.00 5 41611 1 0 0 1 79
ASE_00396 0.36 0.14 0.92 12 41603 1 0 1 0 71
ASE_00397 0.00 0.00 0.00 0 54615 0 0 0 0 105
ASE_00398 0.43 0.18 1.00 19 55926 1 0 0 1 85
ASE_00400 0.54 0.31 0.94 33 57935 2 0 2 0 73
ASE_00401 0.15 0.03 0.67 4 77022 2 0 2 0 122
ASE_00402 0.00 0.00 0.00 0 42486 0 0 0 0 85
ASE_00403 0.00 0.00 0.00 0 55945 0 0 0 0 107
ASE_00404 0.00 0.00 0.00 0 43071 0 0 0 0 85
ASE_00406 0.44 0.23 0.85 22 48802 7 0 4 3 72
ASE_00411 0.41 0.22 0.74 20 49428 8 0 7 1 69
ASE_00412 0.19 0.08 0.47 8 58294 10 0 9 1 97
ASE_00413 0.33 0.12 0.91 10 44540 1 0 1 0 71
ASE_00415 0.16 0.04 0.67 4 54940 2 0 2 0 99
ASE_00416 0.40 0.18 0.88 23 77395 6 1 2 3 104
ASE_00419 0.39 0.16 1.00 16 54930 1 0 0 1 87
ASE_00422 0.00 0.00 0.00 0 46971 0 0 0 0 94
ASE_00423 0.57 0.37 0.89 40 56908 6 1 4 1 69
ASE_00428 0.43 0.19 0.96 24 76611 2 1 0 1 101
ASE_00430 0.49 0.24 1.00 23 46948 0 0 0 0 74
ASE_00437 0.22 0.10 0.52 13 79376 12 1 11 0 122
ASE_00441 0.41 0.17 1.00 19 64242 0 0 0 0 93
ASE_00448 0.55 0.33 0.93 37 64221 8 1 2 5 75
ASE_00451 0.47 0.24 0.91 30 70843 3 1 2 0 95
RFA_00599 0.00 0.00 0.00 0 101475 0 0 0 0 111
RFA_00601 0.00 0.00 0.00 0 99235 0 0 0 0 114
RFA_00602 0.00 0.00 0.00 0 101475 0 0 0 0 116
TMR_00017 0.51 0.35 0.75 36 67113 12 1 11 0 66
TMR_00018 0.48 0.34 0.69 31 64575 14 3 11 0 61
TMR_00038 0.33 0.11 1.00 12 71241 0 0 0 0 98
TMR_00042 0.55 0.35 0.87 34 62796 6 1 4 1 64
TMR_00046 0.59 0.35 1.00 34 62801 0 0 0 0 62
TMR_00048 0.43 0.26 0.71 25 64945 13 1 9 3 70
TMR_00080 0.27 0.17 0.44 16 70464 20 7 13 0 80
TMR_00082 0.48 0.31 0.75 30 67856 11 5 5 1 66
TMR_00123 0.36 0.13 1.00 13 66417 0 0 0 0 88
TMR_00137 0.44 0.19 1.00 17 61058 0 0 0 0 72
TMR_00142 0.41 0.20 0.87 20 70853 3 0 3 0 82
TMR_00207 0.41 0.25 0.67 26 72351 13 2 11 0 77
TMR_00257 0.56 0.35 0.92 34 67124 4 2 1 1 64
TMR_00271 0.37 0.21 0.66 19 64232 14 4 6 4 72
TMR_00332 0.55 0.33 0.92 33 67125 3 2 1 0 66
TMR_00366 0.46 0.22 0.96 22 67873 1 0 1 0 78
TMR_00378 0.47 0.23 0.96 22 67873 1 0 1 0 75
TMR_00399 0.39 0.26 0.59 24 64939 17 5 12 0 70
TMR_00404 0.63 0.41 0.95 38 67488 2 1 1 0 54
TMR_00427 0.23 0.05 1.00 5 67523 0 0 0 0 92
TMR_00443 0.64 0.50 0.81 52 67097 12 1 11 0 52
TMR_00451 0.52 0.31 0.85 28 63513 5 0 5 0 61
TMR_00458 0.59 0.38 0.92 35 63508 3 2 1 0 58
TMR_00469 0.41 0.17 1.00 17 64603 0 0 0 0 83
TMR_00472 0.49 0.24 1.00 23 64597 0 0 0 0 74
TMR_00519 0.47 0.23 0.96 22 63167 1 1 0 0 73
TMR_00520 0.48 0.23 1.00 23 63167 0 0 0 0 76
TMR_00522 0.27 0.07 1.00 7 63183 0 0 0 0 90
TMR_00528 0.27 0.07 1.00 7 63183 0 0 0 0 90
TMR_00540 0.61 0.40 0.91 42 73490 4 1 3 0 62
TMR_00568 0.58 0.42 0.79 42 60673 13 1 10 2 57
TMR_00571 0.63 0.46 0.85 46 60672 11 1 7 3 53
TMR_00580 0.58 0.42 0.81 42 60674 13 1 9 3 58
TMR_00584 0.65 0.46 0.92 45 61026 6 0 4 2 52
TMR_00586 0.53 0.39 0.72 38 61022 17 4 11 2 59
TMR_00616 0.41 0.17 1.00 17 67144 0 0 0 0 82
TMR_00699 0.42 0.25 0.74 25 67127 9 3 6 0 77
TMR_00702 0.38 0.20 0.71 20 67133 9 2 6 1 80
TMR_00703 0.37 0.25 0.54 25 67482 21 3 18 0 74

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