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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNAalifold(20) CRWrnafold
MCC 0.660 > 0.454
Average MCC ± 95% Confidence Intervals 0.661 ± 0.013 > 0.449 ± 0.022
Sensitivity 0.532 > 0.446
Positive Predictive Value 0.819 > 0.465
Total TP 11393 > 9548
Total TN 12420099 > 12413476
Total FP 2840 < 11852
Total FP CONTRA 477 < 1384
Total FP INCONS 2037 < 9598
Total FP COMP 326 < 870
Total FN 10022 < 11867
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of RNAalifold(20) and CRWrnafold. 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 RNAalifold(20) and CRWrnafold).

  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 RNAalifold(20) and CRWrnafold).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAalifold(20) and CRWrnafold. 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 RNAalifold(20) and CRWrnafold).

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Performance of RNAalifold(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 11393
Total TN 12420099
Total FP 2840
Total FP CONTRA 477
Total FP INCONS 2037
Total FP COMP 326
Total FN 10022
Total Scores
MCC 0.660
Average MCC ± 95% Confidence Intervals 0.661 ± 0.013
Sensitivity 0.532
Positive Predictive Value 0.819
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.58 0.45 0.75 44 47836 15 1 14 0 53
ASE_00005 0.64 0.49 0.85 57 57903 10 1 9 0 60
ASE_00006 0.68 0.56 0.83 52 47523 12 0 11 1 41
ASE_00007 0.75 0.63 0.90 69 59608 8 1 7 0 41
ASE_00012 0.55 0.45 0.68 55 73839 30 1 25 4 68
ASE_00018 0.74 0.60 0.91 80 80513 8 3 5 0 54
ASE_00020 0.49 0.35 0.70 44 73857 20 7 12 1 82
ASE_00021 0.54 0.41 0.73 65 104107 28 4 20 4 95
ASE_00022 0.74 0.62 0.89 77 82941 16 0 10 6 47
ASE_00028 0.76 0.62 0.93 78 84582 10 1 5 4 48
ASE_00035 0.67 0.54 0.83 64 70423 19 2 11 6 54
ASE_00037 0.72 0.62 0.83 68 59258 18 0 14 4 42
ASE_00038 0.65 0.51 0.81 52 53564 12 1 11 0 49
ASE_00040 0.69 0.55 0.86 73 78918 13 1 11 1 60
ASE_00041 0.73 0.65 0.82 70 57545 15 0 15 0 38
ASE_00042 0.52 0.39 0.70 57 90018 25 1 24 0 88
ASE_00044 0.74 0.63 0.88 66 54540 9 1 8 0 39
ASE_00064 0.72 0.61 0.84 54 45387 13 0 10 3 35
ASE_00068 0.73 0.55 0.96 47 37626 2 2 0 0 38
ASE_00074 0.72 0.61 0.86 72 67812 14 0 12 2 47
ASE_00075 0.55 0.40 0.76 65 108725 27 3 18 6 97
ASE_00077 0.79 0.65 0.97 56 45092 5 1 1 3 30
ASE_00078 0.77 0.70 0.84 58 43002 11 3 8 0 25
ASE_00080 0.43 0.32 0.59 39 71565 27 3 24 0 84
ASE_00081 0.72 0.56 0.93 54 49712 4 0 4 0 43
ASE_00082 0.49 0.34 0.72 39 70446 21 1 14 6 77
ASE_00083 0.77 0.62 0.96 68 62410 4 2 1 1 42
ASE_00084 0.61 0.51 0.75 50 53561 17 4 13 0 49
ASE_00087 0.64 0.44 0.93 64 88341 5 0 5 0 80
ASE_00090 0.72 0.55 0.93 56 55551 4 0 4 0 45
ASE_00092 0.73 0.58 0.93 65 63476 6 1 4 1 48
ASE_00099 0.76 0.64 0.90 77 64534 11 0 9 2 43
ASE_00104 0.66 0.54 0.81 64 64182 15 2 13 0 55
ASE_00105 0.62 0.49 0.78 54 64192 18 2 13 3 57
ASE_00107 0.72 0.58 0.90 74 73071 8 0 8 0 53
ASE_00115 0.73 0.60 0.88 61 54546 12 1 7 4 40
ASE_00118 0.58 0.44 0.78 45 60668 14 4 9 1 57
ASE_00119 0.57 0.41 0.80 44 62780 11 3 8 0 64
ASE_00123 0.67 0.54 0.84 46 38448 9 2 7 0 39
ASE_00125 0.70 0.55 0.89 48 39286 6 0 6 0 40
ASE_00126 0.81 0.71 0.94 58 40408 4 0 4 0 24
ASE_00128 0.74 0.60 0.91 60 53235 6 0 6 0 40
ASE_00129 0.65 0.49 0.86 54 62772 9 3 6 0 57
ASE_00131 0.62 0.48 0.80 41 39289 10 3 7 0 44
ASE_00134 0.64 0.52 0.80 49 50342 12 3 9 0 46
ASE_00135 0.49 0.38 0.63 41 63125 24 1 23 0 68
ASE_00136 0.80 0.67 0.95 62 48140 3 2 1 0 30
ASE_00137 0.62 0.45 0.85 44 48464 9 2 6 1 54
ASE_00138 0.71 0.62 0.81 50 40408 15 0 12 3 31
ASE_00140 0.69 0.51 0.93 64 70807 5 1 4 0 61
ASE_00142 0.70 0.58 0.84 71 67076 16 0 14 2 51
ASE_00146 0.78 0.67 0.91 83 70785 11 1 7 3 41
ASE_00153 0.41 0.34 0.50 25 57580 28 1 24 3 48
ASE_00163 0.64 0.52 0.79 48 53240 13 4 9 0 45
ASE_00165 0.66 0.48 0.91 48 52922 6 1 4 1 53
ASE_00170 0.62 0.53 0.74 49 48762 18 4 13 1 44
ASE_00171 0.60 0.46 0.80 43 48462 11 4 7 0 51
ASE_00172 0.80 0.67 0.95 71 58921 7 3 1 3 35
ASE_00174 0.56 0.41 0.75 45 61015 15 2 13 0 64
ASE_00175 0.61 0.50 0.74 54 59958 19 3 16 0 53
ASE_00179 0.78 0.68 0.90 57 44190 6 2 4 0 27
ASE_00180 0.66 0.53 0.82 53 51295 12 4 8 0 47
ASE_00181 0.58 0.42 0.80 45 57574 12 3 8 1 61
ASE_00182 0.44 0.29 0.68 39 84198 18 4 14 0 97
ASE_00183 0.55 0.39 0.79 44 61369 12 4 8 0 69
ASE_00184 0.65 0.50 0.84 51 54554 10 3 7 0 51
ASE_00185 0.70 0.51 0.97 65 73469 2 1 1 0 63
ASE_00186 0.62 0.49 0.79 65 78921 19 2 15 2 67
ASE_00190 0.64 0.52 0.78 47 45391 17 0 13 4 43
ASE_00197 0.50 0.37 0.69 53 89176 24 0 24 0 92
ASE_00198 0.68 0.54 0.86 55 52586 9 1 8 0 47
ASE_00203 0.65 0.51 0.83 49 46606 10 2 8 0 47
ASE_00212 0.64 0.49 0.84 73 93874 17 0 14 3 75
ASE_00214 0.69 0.51 0.93 53 56223 5 0 4 1 50
ASE_00215 0.69 0.49 0.96 49 48465 2 2 0 0 50
ASE_00216 0.77 0.61 0.96 50 39288 3 0 2 1 32
ASE_00217 0.78 0.67 0.91 60 40404 7 2 4 1 30
ASE_00221 0.78 0.68 0.89 80 64530 10 1 9 0 37
ASE_00228 0.70 0.62 0.79 53 46904 15 5 9 1 33
ASE_00229 0.74 0.61 0.90 53 42427 8 0 6 2 34
ASE_00231 0.59 0.46 0.76 44 47837 18 0 14 4 52
ASE_00232 0.78 0.65 0.93 55 38444 4 0 4 0 29
ASE_00234 0.50 0.32 0.77 41 75413 12 3 9 0 88
ASE_00238 0.59 0.46 0.78 52 64194 16 0 15 1 62
ASE_00241 0.70 0.60 0.83 52 43893 14 3 8 3 35
ASE_00242 0.73 0.62 0.87 69 60996 11 1 9 1 43
ASE_00248 0.73 0.62 0.87 71 62399 11 3 8 0 43
ASE_00254 0.79 0.68 0.92 56 36795 6 0 5 1 26
ASE_00255 0.49 0.40 0.60 52 74605 35 1 33 1 78
ASE_00257 0.62 0.52 0.75 50 50973 17 3 14 0 47
ASE_00263 0.61 0.44 0.85 53 70438 9 1 8 0 67
ASE_00267 0.82 0.75 0.89 66 45076 9 3 5 1 22
ASE_00270 0.30 0.18 0.50 23 72344 25 1 22 2 105
ASE_00274 0.50 0.36 0.69 37 55557 17 5 12 0 66
ASE_00277 0.48 0.37 0.62 34 48150 21 4 17 0 57
ASE_00279 0.74 0.60 0.91 61 53234 6 0 6 0 40
ASE_00280 0.68 0.55 0.84 54 51939 10 1 9 0 44
ASE_00281 0.87 0.76 0.99 67 44483 1 0 1 0 21
ASE_00282 0.59 0.43 0.82 54 77749 12 3 9 0 73
ASE_00283 0.65 0.51 0.83 55 61710 11 2 9 0 52
ASE_00284 0.70 0.53 0.92 57 58249 5 0 5 0 51
ASE_00285 0.63 0.48 0.84 58 68937 11 2 9 0 64
ASE_00286 0.79 0.66 0.94 61 46600 4 0 4 0 31
ASE_00287 0.63 0.48 0.84 49 54888 9 1 8 0 54
ASE_00292 0.69 0.56 0.85 77 81719 14 3 11 0 61
ASE_00294 0.64 0.47 0.87 81 114388 14 2 10 2 90
ASE_00296 0.62 0.47 0.81 68 91722 16 3 13 0 77
ASE_00297 0.69 0.52 0.93 51 52920 7 0 4 3 47
ASE_00298 0.65 0.51 0.83 58 67458 12 5 7 0 55
ASE_00318 0.74 0.60 0.91 71 80122 17 2 5 10 47
ASE_00328 0.71 0.64 0.77 72 72678 27 5 16 6 40
ASE_00332 0.76 0.63 0.92 87 81715 8 0 8 0 51
ASE_00335 0.70 0.62 0.80 72 75376 24 5 13 6 44
ASE_00340 0.65 0.55 0.76 47 45994 15 7 8 0 38
ASE_00342 0.72 0.61 0.86 70 62400 14 3 8 3 45
ASE_00353 0.65 0.50 0.84 53 57907 10 1 9 0 54
ASE_00361 0.69 0.51 0.93 65 75396 5 1 4 0 62
ASE_00362 0.75 0.63 0.90 57 48142 6 2 4 0 34
ASE_00363 0.72 0.63 0.83 59 51289 12 2 10 0 35
ASE_00364 0.55 0.39 0.77 41 54232 12 1 11 0 64
ASE_00366 0.51 0.37 0.71 36 58602 16 1 14 1 62
ASE_00367 0.78 0.65 0.93 56 43011 4 0 4 0 30
ASE_00369 0.69 0.57 0.84 61 55872 12 3 9 0 46
ASE_00370 0.66 0.51 0.84 43 41854 8 0 8 0 41
ASE_00372 0.74 0.62 0.87 62 51932 9 0 9 0 38
ASE_00374 0.74 0.59 0.93 52 44794 4 0 4 0 36
ASE_00376 0.73 0.58 0.92 61 56887 6 0 5 1 44
ASE_00377 0.73 0.59 0.90 63 57560 7 0 7 0 44
ASE_00379 0.75 0.62 0.90 55 45995 6 2 4 0 34
ASE_00382 0.70 0.60 0.82 50 41844 11 2 9 0 34
ASE_00383 0.77 0.66 0.90 69 54538 11 3 5 3 36
ASE_00384 0.74 0.59 0.93 54 48458 4 0 4 0 38
ASE_00386 0.75 0.64 0.90 61 50335 7 2 5 0 35
ASE_00387 0.74 0.61 0.90 63 55875 7 0 7 0 41
ASE_00388 0.73 0.61 0.87 54 45691 10 1 7 2 35
ASE_00390 0.73 0.60 0.88 51 42137 7 0 7 0 34
ASE_00393 0.67 0.58 0.78 54 47826 16 2 13 1 39
ASE_00394 0.68 0.56 0.83 52 46908 11 3 8 0 41
ASE_00395 0.87 0.79 0.97 66 41548 2 0 2 0 18
ASE_00396 0.74 0.63 0.88 52 41557 7 0 7 0 31
ASE_00397 0.78 0.64 0.96 67 54545 5 3 0 2 38
ASE_00398 0.63 0.48 0.82 50 55884 12 3 8 1 54
ASE_00400 0.78 0.66 0.92 70 57894 11 3 3 5 36
ASE_00401 0.54 0.37 0.81 46 76971 11 3 8 0 80
ASE_00402 0.78 0.66 0.93 56 42426 4 0 4 0 29
ASE_00403 0.69 0.51 0.93 55 55886 4 0 4 0 52
ASE_00404 0.77 0.64 0.93 54 43013 5 1 3 1 31
ASE_00406 0.69 0.56 0.84 53 48765 10 1 9 0 41
ASE_00411 0.64 0.52 0.79 46 49397 12 7 5 0 43
ASE_00412 0.61 0.49 0.76 51 58244 20 0 16 4 54
ASE_00413 0.60 0.52 0.70 42 44491 21 4 14 3 39
ASE_00415 0.55 0.40 0.76 41 54892 14 0 13 1 62
ASE_00416 0.70 0.60 0.83 76 77329 16 2 14 0 51
ASE_00419 0.56 0.40 0.79 41 54894 11 2 9 0 62
ASE_00422 0.69 0.59 0.82 55 46904 13 0 12 1 39
ASE_00423 0.70 0.61 0.80 67 56869 18 3 14 1 42
ASE_00428 0.66 0.54 0.80 68 76551 17 1 16 0 57
ASE_00430 0.69 0.57 0.83 55 46905 12 0 11 1 42
ASE_00437 0.45 0.36 0.58 48 79318 35 2 33 0 87
ASE_00441 0.55 0.38 0.80 43 64207 15 0 11 4 69
ASE_00448 0.77 0.70 0.86 78 64170 13 1 12 0 34
ASE_00451 0.70 0.56 0.86 70 70795 11 3 8 0 55
RFA_00599 0.75 0.65 0.87 72 101392 18 0 11 7 39
RFA_00601 0.75 0.66 0.85 75 99147 17 0 13 4 39
RFA_00602 0.65 0.54 0.78 63 101394 21 0 18 3 53
TMR_00017 0.68 0.54 0.85 55 67096 14 0 10 4 47
TMR_00018 0.62 0.53 0.72 49 64552 23 7 12 4 43
TMR_00038 0.65 0.53 0.81 58 71181 14 4 10 0 52
TMR_00042 0.68 0.53 0.87 52 62775 9 1 7 1 46
TMR_00046 0.56 0.49 0.64 47 62761 28 4 23 1 49
TMR_00048 0.64 0.52 0.80 49 64919 13 5 7 1 46
TMR_00080 0.57 0.50 0.64 48 70425 33 8 19 6 48
TMR_00082 0.59 0.50 0.69 48 67826 28 11 11 6 48
TMR_00123 0.70 0.55 0.89 56 66367 12 1 6 5 45
TMR_00137 0.56 0.48 0.66 43 61010 24 11 11 2 46
TMR_00142 0.63 0.52 0.77 53 70807 22 4 12 6 49
TMR_00207 0.66 0.54 0.81 56 72321 19 7 6 6 47
TMR_00257 0.75 0.63 0.89 62 67091 15 4 4 7 36
TMR_00271 0.48 0.37 0.63 34 64207 26 5 15 6 57
TMR_00332 0.64 0.52 0.78 51 67096 19 1 13 5 48
TMR_00366 0.55 0.48 0.62 48 67819 29 8 21 0 52
TMR_00378 0.49 0.41 0.59 40 67828 29 8 20 1 57
TMR_00399 0.63 0.56 0.70 53 64904 27 6 17 4 41
TMR_00404 0.56 0.47 0.68 43 67465 20 3 17 0 49
TMR_00427 0.50 0.36 0.69 35 67477 16 7 9 0 62
TMR_00443 0.73 0.63 0.86 65 67085 15 6 5 4 39
TMR_00451 0.57 0.51 0.65 45 63477 30 10 14 6 44
TMR_00458 0.54 0.46 0.64 43 63479 28 8 16 4 50
TMR_00469 0.70 0.60 0.81 60 64546 14 7 7 0 40
TMR_00472 0.65 0.56 0.75 54 64548 19 8 10 1 43
TMR_00519 0.57 0.48 0.67 46 63121 25 7 16 2 49
TMR_00520 0.53 0.43 0.65 43 63124 27 8 15 4 56
TMR_00522 0.52 0.42 0.64 41 63126 27 6 17 4 56
TMR_00528 0.54 0.47 0.62 46 63116 34 9 19 6 51
TMR_00540 0.66 0.54 0.81 56 73467 17 5 8 4 48
TMR_00568 0.73 0.67 0.80 66 60644 22 3 13 6 33
TMR_00571 0.75 0.69 0.83 68 60644 20 3 11 6 31
TMR_00580 0.74 0.65 0.83 65 60648 19 1 12 6 35
TMR_00584 0.75 0.68 0.83 66 60995 17 2 12 3 31
TMR_00586 0.69 0.64 0.76 62 60993 26 8 12 6 35
TMR_00616 0.64 0.55 0.76 54 67090 17 7 10 0 45
TMR_00699 0.68 0.54 0.85 55 67096 15 1 9 5 47
TMR_00702 0.54 0.43 0.68 43 67098 24 2 18 4 57
TMR_00703 0.67 0.54 0.83 53 67464 15 1 10 4 46

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Performance of CRWrnafold - scored lower in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 9548
Total TN 12413476
Total FP 11852
Total FP CONTRA 1384
Total FP INCONS 9598
Total FP COMP 870
Total FN 11867
Total Scores
MCC 0.454
Average MCC ± 95% Confidence Intervals 0.449 ± 0.022
Sensitivity 0.446
Positive Predictive Value 0.465
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.69 0.68 0.69 66 47800 30 9 20 1 31
ASE_00005 0.50 0.48 0.52 56 57863 51 3 48 0 61
ASE_00006 0.29 0.29 0.30 27 47495 65 8 56 1 66
ASE_00007 0.34 0.33 0.36 36 59585 65 3 61 1 74
ASE_00012 0.42 0.41 0.43 51 73800 75 6 63 6 72
ASE_00018 0.53 0.51 0.56 68 80480 54 4 49 1 66
ASE_00020 0.63 0.60 0.68 75 73809 39 6 30 3 51
ASE_00021 0.59 0.55 0.62 88 104055 57 8 45 4 72
ASE_00022 0.49 0.46 0.51 57 82917 58 9 45 4 67
ASE_00028 0.57 0.55 0.59 69 84550 54 9 38 7 57
ASE_00035 0.12 0.12 0.13 14 70389 100 12 85 3 104
ASE_00037 0.41 0.39 0.43 43 59240 59 5 52 2 67
ASE_00038 0.55 0.53 0.57 54 53533 46 4 37 5 47
ASE_00040 0.45 0.43 0.48 57 78883 69 4 59 6 76
ASE_00041 0.39 0.36 0.41 39 57536 61 5 50 6 69
ASE_00042 0.42 0.40 0.45 58 89970 75 6 66 3 87
ASE_00044 0.78 0.76 0.79 80 54514 26 4 17 5 25
ASE_00064 0.35 0.35 0.35 31 45363 66 2 55 9 58
ASE_00068 0.21 0.20 0.22 17 37599 61 6 53 2 68
ASE_00074 0.50 0.49 0.51 58 67783 56 4 51 1 61
ASE_00075 0.64 0.60 0.68 97 108669 49 5 40 4 65
ASE_00077 0.32 0.30 0.33 26 45072 58 8 44 6 60
ASE_00078 0.12 0.12 0.12 10 42988 78 4 69 5 73
ASE_00080 0.35 0.33 0.36 41 71518 72 5 67 0 82
ASE_00081 0.32 0.30 0.35 29 49686 56 3 52 1 68
ASE_00082 0.45 0.41 0.49 48 70402 60 1 49 10 68
ASE_00083 0.75 0.71 0.79 78 62382 28 1 20 7 32
ASE_00084 0.39 0.38 0.40 38 53532 60 6 52 2 61
ASE_00087 0.58 0.54 0.62 78 88285 48 3 44 1 66
ASE_00090 0.61 0.61 0.61 62 55510 44 2 37 5 39
ASE_00092 0.56 0.55 0.56 62 63436 53 9 39 5 51
ASE_00099 0.64 0.63 0.65 75 64505 41 4 36 1 45
ASE_00104 0.46 0.44 0.48 52 64153 57 3 53 1 67
ASE_00105 0.47 0.46 0.49 51 64157 59 7 46 6 60
ASE_00107 0.66 0.64 0.69 81 73036 37 2 34 1 46
ASE_00115 0.66 0.63 0.69 64 54522 37 4 25 8 37
ASE_00118 0.49 0.47 0.51 48 60631 53 2 45 6 54
ASE_00119 0.86 0.84 0.88 91 62732 15 2 10 3 17
ASE_00123 0.35 0.33 0.37 28 38427 54 0 48 6 57
ASE_00125 0.51 0.50 0.52 44 39255 42 4 37 1 44
ASE_00126 0.38 0.37 0.39 30 40393 49 6 41 2 52
ASE_00128 0.62 0.60 0.65 60 53208 37 6 27 4 40
ASE_00129 0.64 0.60 0.67 67 62735 34 3 30 1 44
ASE_00131 0.51 0.48 0.55 41 39265 39 1 33 5 44
ASE_00134 0.42 0.42 0.43 40 50310 59 5 48 6 55
ASE_00135 0.46 0.46 0.46 50 63082 60 7 51 2 59
ASE_00136 0.45 0.45 0.45 41 48114 54 8 42 4 51
ASE_00137 0.37 0.37 0.37 36 48419 62 3 58 1 62
ASE_00138 0.24 0.23 0.25 19 40395 61 5 51 5 62
ASE_00140 0.64 0.59 0.69 74 70769 34 7 26 1 51
ASE_00142 0.70 0.66 0.73 81 67050 35 3 27 5 41
ASE_00146 0.49 0.47 0.52 58 70765 54 8 45 1 66
ASE_00153 0.68 0.68 0.67 50 57555 66 2 23 41 23
ASE_00163 0.29 0.29 0.30 27 53210 73 5 59 9 66
ASE_00165 0.44 0.43 0.46 43 52882 50 6 44 0 58
ASE_00170 0.66 0.65 0.67 60 48739 34 6 23 5 33
ASE_00171 0.46 0.45 0.48 42 48429 45 5 40 0 52
ASE_00172 0.56 0.54 0.58 57 58897 43 3 39 1 49
ASE_00174 0.47 0.45 0.49 49 60976 53 4 46 3 60
ASE_00175 0.24 0.24 0.25 26 59926 86 2 77 7 81
ASE_00179 0.56 0.56 0.56 47 44169 39 7 30 2 37
ASE_00180 0.55 0.53 0.58 53 51268 40 8 31 1 47
ASE_00181 0.42 0.42 0.43 44 57527 64 2 57 5 62
ASE_00182 0.51 0.49 0.54 67 84130 58 4 54 0 69
ASE_00183 0.55 0.53 0.57 60 61319 49 5 41 3 53
ASE_00184 0.51 0.50 0.52 51 54516 49 4 44 1 51
ASE_00185 0.64 0.62 0.66 79 73417 44 5 35 4 49
ASE_00186 0.62 0.60 0.65 79 78882 47 4 38 5 53
ASE_00190 0.52 0.51 0.53 46 45365 46 7 33 6 44
ASE_00197 0.57 0.54 0.60 79 89122 56 5 47 4 66
ASE_00198 0.56 0.56 0.57 57 52550 43 7 36 0 45
ASE_00203 0.62 0.61 0.63 59 46572 39 5 29 5 37
ASE_00212 0.58 0.55 0.61 82 93826 57 4 49 4 66
ASE_00214 0.72 0.71 0.74 73 56181 37 4 22 11 30
ASE_00215 0.46 0.44 0.47 44 48422 51 4 46 1 55
ASE_00216 0.71 0.71 0.72 58 39259 23 7 16 0 24
ASE_00217 0.26 0.24 0.28 22 40391 58 3 54 1 68
ASE_00221 0.49 0.44 0.55 51 64527 45 1 41 3 66
ASE_00228 0.34 0.34 0.35 29 46887 61 9 46 6 57
ASE_00229 0.44 0.43 0.46 37 42405 47 5 39 3 50
ASE_00231 0.62 0.63 0.63 60 47799 37 7 29 1 36
ASE_00232 0.68 0.68 0.69 57 38420 27 8 18 1 27
ASE_00234 0.52 0.50 0.55 64 75350 55 4 48 3 65
ASE_00238 0.56 0.54 0.57 62 64152 51 3 44 4 52
ASE_00241 0.53 0.52 0.54 45 43873 46 2 36 8 42
ASE_00242 0.48 0.46 0.50 51 60973 54 3 48 3 61
ASE_00248 0.28 0.27 0.30 31 62378 72 7 65 0 83
ASE_00254 0.62 0.61 0.64 50 36778 34 3 25 6 32
ASE_00255 0.58 0.55 0.61 72 74573 52 4 42 6 58
ASE_00257 0.53 0.53 0.53 51 50944 49 6 39 4 46
ASE_00263 0.77 0.77 0.77 92 70380 29 6 22 1 28
ASE_00267 0.17 0.17 0.17 15 45064 77 8 63 6 73
ASE_00270 0.62 0.59 0.65 76 72273 41 7 34 0 52
ASE_00274 0.41 0.41 0.42 42 55512 57 10 47 0 61
ASE_00277 0.30 0.30 0.31 27 48117 61 8 53 0 64
ASE_00279 0.30 0.29 0.31 29 53208 64 10 54 0 72
ASE_00280 0.42 0.42 0.43 41 51907 56 5 50 1 57
ASE_00281 0.47 0.44 0.49 39 44472 41 1 39 1 49
ASE_00282 0.55 0.53 0.58 67 77699 54 7 42 5 60
ASE_00283 0.73 0.72 0.75 77 61673 30 3 23 4 30
ASE_00284 0.52 0.51 0.52 55 58206 52 7 43 2 53
ASE_00285 0.50 0.48 0.53 58 68897 54 7 44 3 64
ASE_00286 0.28 0.28 0.29 26 46574 70 8 57 5 66
ASE_00287 0.34 0.32 0.36 33 54854 63 5 54 4 70
ASE_00292 0.45 0.43 0.48 59 81687 65 5 59 1 79
ASE_00294 0.38 0.36 0.41 61 114334 89 2 84 3 110
ASE_00296 0.21 0.21 0.22 30 91671 105 6 99 0 115
ASE_00297 0.54 0.54 0.54 53 52877 48 5 40 3 45
ASE_00298 0.41 0.39 0.43 44 67425 66 1 58 7 69
ASE_00318 0.53 0.53 0.54 62 80086 56 11 41 4 56
ASE_00328 0.56 0.54 0.58 60 72668 47 7 36 4 52
ASE_00332 0.55 0.54 0.57 74 81680 58 5 51 2 64
ASE_00335 0.53 0.52 0.55 60 75356 56 10 40 6 56
ASE_00340 0.32 0.32 0.32 27 45971 62 10 48 4 58
ASE_00342 0.55 0.52 0.58 60 62378 47 2 41 4 55
ASE_00353 0.38 0.38 0.38 41 57863 70 3 63 4 66
ASE_00361 0.47 0.45 0.50 57 75352 61 9 48 4 70
ASE_00362 0.63 0.62 0.64 56 48117 36 4 28 4 35
ASE_00363 0.34 0.34 0.34 32 51267 68 4 57 7 62
ASE_00364 0.44 0.42 0.46 44 54189 58 4 48 6 61
ASE_00366 0.42 0.42 0.41 41 58554 62 13 45 4 57
ASE_00367 0.26 0.27 0.26 23 42982 69 8 58 3 63
ASE_00369 0.65 0.64 0.67 68 55844 38 4 29 5 39
ASE_00370 0.51 0.50 0.51 42 41823 47 4 36 7 42
ASE_00372 0.59 0.59 0.58 59 51902 44 8 34 2 41
ASE_00374 0.19 0.18 0.20 16 44769 65 13 52 0 72
ASE_00376 0.43 0.43 0.44 45 56851 57 3 54 0 60
ASE_00377 0.68 0.66 0.70 71 57529 36 4 26 6 36
ASE_00379 0.44 0.43 0.45 38 45971 53 6 41 6 51
ASE_00382 0.42 0.42 0.42 35 41822 52 7 41 4 49
ASE_00383 0.32 0.31 0.34 33 54517 65 4 61 0 72
ASE_00384 0.31 0.30 0.31 28 48427 61 3 58 0 64
ASE_00386 0.39 0.39 0.41 37 50312 58 7 47 4 59
ASE_00387 0.46 0.45 0.47 47 55844 57 5 49 3 57
ASE_00388 0.33 0.33 0.33 29 45665 65 5 54 6 60
ASE_00390 0.20 0.19 0.21 16 42119 67 2 58 7 69
ASE_00393 0.24 0.24 0.26 22 47809 71 4 60 7 71
ASE_00394 0.56 0.55 0.57 51 46882 39 3 35 1 42
ASE_00395 0.39 0.39 0.39 33 41532 58 4 47 7 51
ASE_00396 0.13 0.13 0.14 11 41535 72 4 66 2 72
ASE_00397 0.52 0.50 0.55 52 54520 47 3 40 4 53
ASE_00398 0.59 0.56 0.62 58 55851 45 3 33 9 46
ASE_00400 0.53 0.52 0.53 55 57867 49 4 44 1 51
ASE_00401 0.58 0.57 0.58 72 76904 52 11 41 0 54
ASE_00402 0.28 0.27 0.29 23 42408 56 2 53 1 62
ASE_00403 0.49 0.47 0.51 50 55847 52 3 45 4 57
ASE_00404 0.24 0.24 0.25 20 42991 65 4 56 5 65
ASE_00406 0.25 0.24 0.26 23 48739 73 5 61 7 71
ASE_00411 0.24 0.24 0.24 21 49369 71 5 60 6 68
ASE_00412 0.57 0.55 0.60 58 58214 42 6 33 3 47
ASE_00413 0.28 0.30 0.27 24 44462 65 14 51 0 57
ASE_00415 0.41 0.41 0.42 42 54845 61 9 50 2 61
ASE_00416 0.46 0.45 0.48 57 77301 69 8 55 6 70
ASE_00419 0.72 0.68 0.76 70 54854 27 3 19 5 33
ASE_00422 0.71 0.69 0.73 65 46882 30 2 22 6 29
ASE_00423 0.65 0.65 0.65 71 56844 39 9 29 1 38
ASE_00428 0.53 0.50 0.55 63 76522 55 8 43 4 62
ASE_00430 0.68 0.66 0.71 64 46881 32 3 23 6 33
ASE_00437 0.33 0.32 0.34 43 79274 84 6 78 0 92
ASE_00441 0.82 0.76 0.89 85 64166 20 1 9 10 27
ASE_00448 0.18 0.18 0.18 20 64148 99 6 87 6 92
ASE_00451 0.42 0.41 0.44 51 70759 66 3 63 0 74
RFA_00599 0.69 0.72 0.67 80 101355 60 17 23 20 31
RFA_00601 0.51 0.54 0.50 61 99112 81 10 52 19 53
RFA_00602 0.50 0.53 0.47 61 101346 90 13 55 22 55
TMR_00017 0.49 0.47 0.51 48 67067 52 11 35 6 54
TMR_00018 0.58 0.60 0.57 55 64523 47 13 29 5 37
TMR_00038 0.18 0.19 0.18 21 71137 101 12 83 6 89
TMR_00042 0.32 0.32 0.32 31 62739 68 8 57 3 67
TMR_00046 0.42 0.43 0.41 41 62736 64 12 46 6 55
TMR_00048 0.13 0.14 0.13 13 64876 98 11 80 7 82
TMR_00080 0.25 0.26 0.24 25 70396 79 21 58 0 71
TMR_00082 0.22 0.22 0.21 21 67798 83 19 58 6 75
TMR_00123 0.60 0.58 0.63 59 66336 40 6 29 5 42
TMR_00137 0.26 0.27 0.25 24 60978 77 17 56 4 65
TMR_00142 0.45 0.46 0.45 47 70771 69 16 42 11 55
TMR_00207 0.30 0.31 0.30 32 72282 83 7 69 7 71
TMR_00257 0.51 0.52 0.50 51 67058 57 10 42 5 47
TMR_00271 0.32 0.33 0.32 30 64166 73 10 55 8 61
TMR_00332 0.31 0.31 0.31 31 67062 76 14 54 8 68
TMR_00366 0.28 0.29 0.27 29 67789 85 19 59 7 71
TMR_00378 0.33 0.34 0.32 33 67792 78 13 58 7 64
TMR_00399 0.18 0.19 0.17 18 64876 88 17 69 2 76
TMR_00404 0.20 0.22 0.18 20 67418 93 24 66 3 72
TMR_00427 0.16 0.16 0.15 16 67421 96 15 76 5 81
TMR_00443 0.41 0.42 0.41 44 67053 72 15 49 8 60
TMR_00451 0.26 0.27 0.26 24 63454 75 9 59 7 65
TMR_00458 0.10 0.11 0.10 10 63450 94 8 78 8 83
TMR_00469 0.41 0.43 0.39 43 64511 66 15 51 0 57
TMR_00472 0.30 0.32 0.28 31 64509 82 20 60 2 66
TMR_00519 0.13 0.14 0.12 13 63083 94 17 77 0 82
TMR_00520 0.23 0.23 0.23 23 63088 87 8 71 8 76
TMR_00522 0.07 0.07 0.07 7 63085 104 14 84 6 90
TMR_00528 0.26 0.26 0.27 25 63096 77 16 53 8 72
TMR_00540 0.36 0.37 0.36 38 73429 70 18 51 1 66
TMR_00568 0.36 0.37 0.36 37 60622 72 15 52 5 62
TMR_00571 0.50 0.49 0.52 49 60631 55 6 40 9 50
TMR_00580 0.27 0.26 0.28 26 60633 75 6 61 8 74
TMR_00584 0.55 0.58 0.53 56 60969 53 10 40 3 41
TMR_00586 0.27 0.27 0.27 26 60978 76 12 59 5 71
TMR_00616 0.42 0.43 0.40 43 67054 70 10 54 6 56
TMR_00699 0.45 0.45 0.44 46 67057 58 10 48 0 56
TMR_00702 0.32 0.32 0.33 32 67063 70 8 58 4 68
TMR_00703 0.41 0.41 0.41 41 67427 62 9 51 2 58

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