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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MaxExpect Carnac(20)
MCC 0.587 > 0.360
Average MCC ± 95% Confidence Intervals 0.585 ± 0.020 > 0.292 ± 0.029
Sensitivity 0.561 > 0.151
Positive Predictive Value 0.615 < 0.857
Total TP 12016 > 3243
Total TN 12414470 < 12430224
Total FP 8698 > 667
Total FP CONTRA 993 > 81
Total FP INCONS 6527 > 458
Total FP COMP 1178 > 128
Total FN 9399 < 18172
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of MaxExpect - scored higher in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP 12016
Total TN 12414470
Total FP 8698
Total FP CONTRA 993
Total FP INCONS 6527
Total FP COMP 1178
Total FN 9399
Total Scores
MCC 0.587
Average MCC ± 95% Confidence Intervals 0.585 ± 0.020
Sensitivity 0.561
Positive Predictive Value 0.615
Nr of predictions 204

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2. Individual counts for MaxExpect [ 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 25 9 15 1 30
ASE_00005 0.66 0.57 0.75 67 57881 28 0 22 6 50
ASE_00006 0.55 0.55 0.55 51 47494 47 10 31 6 42
ASE_00007 0.73 0.68 0.79 75 59590 27 0 20 7 35
ASE_00012 0.50 0.44 0.57 54 73825 45 2 39 4 69
ASE_00018 0.54 0.51 0.57 69 80479 55 1 52 2 65
ASE_00020 0.60 0.57 0.64 72 73807 43 6 35 2 54
ASE_00021 0.60 0.54 0.68 86 104069 48 4 37 7 74
ASE_00022 0.49 0.45 0.54 56 82924 54 4 44 6 68
ASE_00028 0.72 0.69 0.76 87 84551 37 5 23 9 39
ASE_00035 0.39 0.36 0.42 42 70400 65 4 54 7 76
ASE_00037 0.45 0.40 0.50 44 59252 47 0 44 3 66
ASE_00038 0.75 0.70 0.81 71 53540 25 2 15 8 30
ASE_00040 0.53 0.50 0.56 66 78886 58 3 48 7 67
ASE_00041 0.45 0.42 0.48 45 57536 52 4 45 3 63
ASE_00042 0.48 0.46 0.52 66 89972 66 2 60 4 79
ASE_00044 0.74 0.73 0.74 77 54511 32 4 23 5 28
ASE_00064 0.39 0.39 0.38 35 45359 64 6 51 7 54
ASE_00068 0.62 0.56 0.69 48 37605 27 2 20 5 37
ASE_00074 0.52 0.51 0.54 61 67782 55 4 49 2 58
ASE_00075 0.69 0.63 0.75 102 108675 41 2 32 7 60
ASE_00077 0.56 0.53 0.58 46 45071 39 4 29 6 40
ASE_00078 0.72 0.66 0.79 55 43001 20 1 14 5 28
ASE_00080 0.57 0.54 0.60 66 71521 49 6 38 5 57
ASE_00081 0.79 0.71 0.87 69 49691 11 1 9 1 28
ASE_00082 0.80 0.73 0.88 85 70403 25 0 12 13 31
ASE_00083 0.73 0.68 0.78 75 62385 26 2 19 5 35
ASE_00084 0.78 0.75 0.82 74 53538 21 1 15 5 25
ASE_00087 0.70 0.65 0.77 93 88289 34 1 27 6 51
ASE_00090 0.67 0.67 0.67 68 55509 41 4 30 7 33
ASE_00092 0.76 0.71 0.81 80 63447 23 3 16 4 33
ASE_00099 0.77 0.70 0.86 84 64522 19 0 14 5 36
ASE_00104 0.70 0.66 0.76 78 64158 28 2 23 3 41
ASE_00105 0.44 0.41 0.47 45 64166 58 6 44 8 66
ASE_00107 0.74 0.69 0.79 88 73041 26 1 23 2 39
ASE_00115 0.70 0.68 0.72 69 54519 35 4 23 8 32
ASE_00118 0.49 0.47 0.51 48 60632 49 3 43 3 54
ASE_00119 0.82 0.81 0.83 87 62730 20 2 16 2 21
ASE_00123 0.53 0.51 0.56 43 38426 39 2 32 5 42
ASE_00125 0.72 0.66 0.79 58 39267 23 0 15 8 30
ASE_00126 0.82 0.80 0.84 66 40391 19 1 12 6 16
ASE_00128 0.75 0.71 0.80 71 53212 26 1 17 8 29
ASE_00129 0.72 0.69 0.75 77 62733 30 3 22 5 34
ASE_00131 0.63 0.59 0.67 50 39265 33 1 24 8 35
ASE_00134 0.40 0.41 0.40 39 50305 62 8 51 3 56
ASE_00135 0.66 0.63 0.68 69 63089 39 1 31 7 40
ASE_00136 0.80 0.76 0.83 70 48121 22 0 14 8 22
ASE_00137 0.65 0.62 0.67 61 48425 35 1 29 5 37
ASE_00138 0.62 0.59 0.64 48 40395 29 7 20 2 33
ASE_00140 0.69 0.64 0.75 80 70770 29 4 22 3 45
ASE_00142 0.69 0.65 0.74 79 67054 32 3 25 4 43
ASE_00146 0.63 0.57 0.69 71 70773 35 1 31 3 53
ASE_00153 0.57 0.59 0.54 43 57551 71 8 28 35 30
ASE_00163 0.32 0.30 0.33 28 53217 64 4 52 8 65
ASE_00165 0.45 0.45 0.46 45 52878 53 5 47 1 56
ASE_00170 0.72 0.68 0.77 63 48746 25 2 17 6 30
ASE_00171 0.72 0.70 0.74 66 48427 24 6 17 1 28
ASE_00172 0.73 0.69 0.78 73 58902 27 1 20 6 33
ASE_00174 0.50 0.49 0.51 53 60972 52 8 42 2 56
ASE_00175 0.70 0.66 0.73 71 59934 32 2 24 6 36
ASE_00179 0.58 0.57 0.59 48 44171 34 5 29 0 36
ASE_00180 0.70 0.68 0.73 68 51267 30 7 18 5 32
ASE_00181 0.70 0.64 0.76 68 57540 27 3 19 5 38
ASE_00182 0.60 0.58 0.61 79 84126 53 5 45 3 57
ASE_00183 0.71 0.67 0.75 76 61324 31 0 25 6 37
ASE_00184 0.72 0.71 0.73 72 54516 30 1 26 3 30
ASE_00185 0.75 0.70 0.81 90 73425 27 1 20 6 38
ASE_00186 0.67 0.62 0.72 82 78889 39 3 29 7 50
ASE_00190 0.60 0.57 0.63 51 45370 35 3 27 5 39
ASE_00197 0.60 0.57 0.64 82 89125 52 2 44 6 63
ASE_00198 0.84 0.77 0.91 79 52563 14 2 6 6 23
ASE_00203 0.72 0.70 0.75 67 46576 28 4 18 6 29
ASE_00212 0.61 0.57 0.65 84 93832 50 1 44 5 64
ASE_00214 0.80 0.78 0.82 80 56182 27 3 15 9 23
ASE_00215 0.60 0.58 0.63 57 48425 38 5 29 4 42
ASE_00216 0.55 0.54 0.56 44 39262 35 9 25 1 38
ASE_00217 0.38 0.34 0.41 31 40395 49 5 39 5 59
ASE_00221 0.63 0.56 0.71 65 64529 30 1 25 4 52
ASE_00228 0.53 0.53 0.53 46 46885 42 11 29 2 40
ASE_00229 0.73 0.69 0.78 60 42409 23 1 16 6 27
ASE_00231 0.62 0.59 0.64 57 47806 35 4 28 3 39
ASE_00232 0.65 0.65 0.65 55 38419 32 10 19 3 29
ASE_00234 0.60 0.55 0.66 71 75358 43 2 35 6 58
ASE_00238 0.71 0.66 0.77 75 64163 29 2 21 6 39
ASE_00241 0.57 0.54 0.61 47 43879 35 1 29 5 40
ASE_00242 0.63 0.60 0.67 67 60975 34 1 32 1 45
ASE_00248 0.40 0.36 0.44 41 62388 53 2 50 1 73
ASE_00254 0.38 0.35 0.41 29 36786 46 5 36 5 53
ASE_00255 0.56 0.54 0.59 70 74572 52 4 45 3 60
ASE_00257 0.58 0.56 0.61 54 50951 41 3 32 6 43
ASE_00263 0.69 0.68 0.71 81 70386 35 3 30 2 39
ASE_00267 0.66 0.61 0.70 54 45073 32 1 22 9 34
ASE_00270 0.81 0.78 0.84 100 72271 24 1 18 5 28
ASE_00274 0.62 0.57 0.68 59 55524 30 5 23 2 44
ASE_00277 0.43 0.43 0.42 39 48113 55 9 44 2 52
ASE_00279 0.49 0.48 0.51 48 53207 48 7 39 2 53
ASE_00280 0.51 0.49 0.54 48 51914 45 8 33 4 50
ASE_00281 0.73 0.69 0.76 61 44471 28 0 19 9 27
ASE_00282 0.44 0.44 0.45 56 77690 69 5 64 0 71
ASE_00283 0.75 0.72 0.79 77 61678 27 3 18 6 30
ASE_00284 0.68 0.66 0.71 71 58211 37 4 25 8 37
ASE_00285 0.80 0.75 0.86 92 68899 25 3 12 10 30
ASE_00286 0.40 0.38 0.42 35 46581 58 2 47 9 57
ASE_00287 0.72 0.68 0.76 70 54854 28 2 20 6 33
ASE_00292 0.47 0.43 0.52 60 81694 59 1 55 3 78
ASE_00294 0.73 0.66 0.81 113 114342 31 0 26 5 58
ASE_00296 0.44 0.41 0.47 59 91680 69 7 60 2 86
ASE_00297 0.75 0.72 0.77 71 52883 24 3 18 3 27
ASE_00298 0.52 0.50 0.54 56 67425 50 1 46 3 57
ASE_00318 0.64 0.63 0.65 74 80087 44 14 25 5 44
ASE_00328 0.67 0.63 0.73 70 72675 40 4 22 14 42
ASE_00332 0.51 0.49 0.54 68 81683 62 2 57 3 70
ASE_00335 0.62 0.58 0.66 67 75364 42 6 29 7 49
ASE_00340 0.74 0.74 0.73 63 45970 27 7 16 4 22
ASE_00342 0.62 0.58 0.67 67 62381 34 1 32 1 48
ASE_00353 0.57 0.57 0.58 61 57864 49 4 41 4 46
ASE_00361 0.54 0.53 0.56 67 75347 55 10 42 3 60
ASE_00362 0.58 0.58 0.58 53 48114 41 2 36 3 38
ASE_00363 0.58 0.55 0.60 52 51274 41 2 32 7 42
ASE_00364 0.74 0.70 0.78 74 54190 29 1 20 8 31
ASE_00366 0.41 0.42 0.41 41 58553 60 6 53 1 57
ASE_00367 0.55 0.51 0.59 44 42997 38 1 29 8 42
ASE_00369 0.63 0.63 0.64 67 55841 39 1 36 2 40
ASE_00370 0.77 0.73 0.82 61 41831 22 1 12 9 23
ASE_00372 0.68 0.65 0.71 65 51911 33 5 22 6 35
ASE_00374 0.72 0.72 0.72 63 44763 26 3 21 2 25
ASE_00376 0.67 0.64 0.71 67 56858 30 1 27 2 38
ASE_00377 0.73 0.70 0.76 75 57531 30 3 21 6 32
ASE_00379 0.60 0.56 0.63 50 45977 39 3 26 10 39
ASE_00382 0.67 0.65 0.70 55 41826 29 6 18 5 29
ASE_00383 0.46 0.42 0.50 44 54527 47 3 41 3 61
ASE_00384 0.61 0.59 0.63 54 48430 37 2 30 5 38
ASE_00386 0.54 0.51 0.57 49 50317 39 7 30 2 47
ASE_00387 0.70 0.66 0.73 69 55851 30 1 24 5 35
ASE_00388 0.61 0.55 0.67 49 45680 34 1 23 10 40
ASE_00390 0.62 0.60 0.64 51 42115 39 0 29 10 34
ASE_00393 0.48 0.46 0.51 43 47810 49 2 40 7 50
ASE_00394 0.78 0.76 0.80 71 46882 23 2 16 5 22
ASE_00395 0.67 0.65 0.68 55 41535 32 2 24 6 29
ASE_00396 0.55 0.52 0.58 43 41542 36 2 29 5 40
ASE_00397 0.58 0.56 0.60 59 54517 43 4 35 4 46
ASE_00398 0.62 0.58 0.66 60 55854 39 1 30 8 44
ASE_00400 0.66 0.63 0.70 67 57874 34 1 28 5 39
ASE_00401 0.65 0.63 0.67 79 76910 40 5 34 1 47
ASE_00402 0.73 0.68 0.77 58 42411 22 2 15 5 27
ASE_00403 0.45 0.42 0.47 45 55850 54 1 49 4 62
ASE_00404 0.53 0.49 0.58 42 42998 39 1 30 8 43
ASE_00406 0.81 0.76 0.87 71 48746 21 0 11 10 23
ASE_00411 0.49 0.46 0.52 41 49376 45 5 33 7 48
ASE_00412 0.49 0.46 0.53 48 58220 47 5 38 4 57
ASE_00413 0.64 0.65 0.63 53 44467 33 10 21 2 28
ASE_00415 0.66 0.65 0.66 67 54845 36 6 28 2 36
ASE_00416 0.70 0.67 0.73 85 77304 41 1 31 9 42
ASE_00419 0.82 0.80 0.85 82 54849 17 5 10 2 21
ASE_00422 0.78 0.77 0.79 72 46880 26 5 14 7 22
ASE_00423 0.58 0.58 0.58 63 56845 45 8 37 0 46
ASE_00428 0.78 0.75 0.81 94 76520 29 3 19 7 31
ASE_00430 0.75 0.74 0.76 72 46876 30 5 18 7 25
ASE_00437 0.44 0.41 0.49 55 79288 62 0 58 4 80
ASE_00441 0.79 0.74 0.84 83 64162 21 1 15 5 29
ASE_00448 0.22 0.22 0.22 25 64149 93 7 80 6 87
ASE_00451 0.64 0.60 0.68 75 70765 41 3 33 5 50
RFA_00599 0.72 0.72 0.71 80 101363 56 10 22 24 31
RFA_00601 0.49 0.52 0.46 59 99108 82 28 40 14 55
RFA_00602 0.66 0.68 0.64 79 101352 64 17 27 20 37
TMR_00017 0.51 0.49 0.53 50 67067 50 10 34 6 52
TMR_00018 0.37 0.37 0.37 34 64527 63 11 48 4 58
TMR_00038 0.22 0.21 0.23 23 71154 80 9 67 4 87
TMR_00042 0.35 0.35 0.36 34 62740 64 3 58 3 64
TMR_00046 0.28 0.28 0.28 27 62740 72 11 57 4 69
TMR_00048 0.23 0.24 0.23 23 64880 83 15 62 6 72
TMR_00080 0.41 0.40 0.42 38 70409 53 14 39 0 58
TMR_00082 0.70 0.68 0.71 65 67805 31 8 18 5 31
TMR_00123 0.40 0.39 0.41 39 66335 61 11 45 5 62
TMR_00137 0.22 0.21 0.22 19 60990 74 9 57 8 70
TMR_00142 0.50 0.51 0.50 52 70771 65 10 43 12 50
TMR_00207 0.29 0.28 0.30 29 72294 71 7 60 4 74
TMR_00257 0.12 0.11 0.12 11 67072 82 7 71 4 87
TMR_00271 0.64 0.60 0.67 55 64179 37 6 21 10 36
TMR_00332 0.49 0.43 0.54 43 67082 41 7 29 5 56
TMR_00366 0.51 0.51 0.52 51 67798 58 12 35 11 49
TMR_00378 0.26 0.25 0.28 24 67810 73 14 48 11 73
TMR_00399 0.35 0.34 0.36 32 64892 62 12 44 6 62
TMR_00404 0.37 0.40 0.35 37 67422 80 26 43 11 55
TMR_00427 0.34 0.32 0.36 31 67441 61 13 43 5 66
TMR_00443 0.54 0.51 0.57 53 67068 47 11 29 7 51
TMR_00451 0.18 0.19 0.18 17 63449 84 20 60 4 72
TMR_00458 0.46 0.46 0.46 43 63453 57 9 41 7 50
TMR_00469 0.53 0.53 0.52 53 64519 52 17 31 4 47
TMR_00472 0.42 0.40 0.44 39 64532 60 8 41 11 58
TMR_00519 0.39 0.39 0.40 37 63098 66 12 43 11 58
TMR_00520 0.52 0.52 0.53 51 63094 55 14 31 10 48
TMR_00522 0.39 0.39 0.40 38 63095 66 13 44 9 59
TMR_00528 0.30 0.29 0.32 28 63102 70 16 44 10 69
TMR_00540 0.44 0.41 0.47 43 73444 60 11 38 11 61
TMR_00568 0.36 0.34 0.38 34 60636 62 4 52 6 65
TMR_00571 0.66 0.61 0.71 60 60642 38 2 22 14 39
TMR_00580 0.68 0.64 0.72 64 60637 36 2 23 11 36
TMR_00584 0.59 0.57 0.61 55 60985 47 3 32 12 42
TMR_00586 0.50 0.49 0.51 48 60980 57 8 39 10 49
TMR_00616 0.41 0.40 0.41 40 67064 62 12 45 5 59
TMR_00699 0.49 0.44 0.55 45 67079 42 4 33 5 57
TMR_00702 0.39 0.36 0.42 36 67075 55 12 38 5 64
TMR_00703 0.50 0.49 0.52 49 67433 51 6 40 5 50

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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.