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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Multilign(20) MXScarna(20)
MCC 0.649 > 0.622
Average MCC ± 95% Confidence Intervals 0.651 ± 0.017 > 0.623 ± 0.018
Sensitivity 0.590 > 0.547
Positive Predictive Value 0.717 > 0.710
Total TP 11762 > 10910
Total TN 11481126 < 11482165
Total FP 5457 < 5576
Total FP CONTRA 614 < 832
Total FP INCONS 4034 > 3629
Total FP COMP 809 < 1115
Total FN 8190 < 9042
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of Multilign(20) and MXScarna(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 Multilign(20) and MXScarna(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 Multilign(20) and MXScarna(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(20) and MXScarna(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 Multilign(20) and MXScarna(20)).

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

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

Total Base Pair Counts
Total TP 11762
Total TN 11481126
Total FP 5457
Total FP CONTRA 614
Total FP INCONS 4034
Total FP COMP 809
Total FN 8190
Total Scores
MCC 0.649
Average MCC ± 95% Confidence Intervals 0.651 ± 0.017
Sensitivity 0.590
Positive Predictive Value 0.717
Nr of predictions 191

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.73 0.66 0.82 77 57876 23 0 17 6 40
ASE_00006 0.78 0.76 0.81 71 47498 22 1 16 5 22
ASE_00007 0.70 0.63 0.78 69 59596 25 0 20 5 41
ASE_00012 0.62 0.56 0.69 69 73820 36 3 28 5 54
ASE_00018 0.75 0.67 0.84 90 80494 19 1 16 2 44
ASE_00020 0.49 0.43 0.56 54 73823 43 4 39 0 72
ASE_00021 0.62 0.51 0.75 82 104086 30 5 23 2 78
ASE_00035 0.62 0.57 0.68 67 70402 35 3 28 4 51
ASE_00037 0.56 0.49 0.64 54 59255 31 4 27 0 56
ASE_00038 0.57 0.53 0.61 54 53540 37 3 31 3 47
ASE_00040 0.69 0.62 0.75 83 78893 28 0 27 1 50
ASE_00041 0.72 0.67 0.78 72 57538 21 1 19 1 36
ASE_00042 0.50 0.41 0.61 60 90002 41 2 36 3 85
ASE_00044 0.83 0.77 0.89 81 54524 12 0 10 2 24
ASE_00064 0.76 0.67 0.86 60 45381 21 0 10 11 29
ASE_00068 0.76 0.71 0.82 60 37602 17 0 13 4 25
ASE_00074 0.82 0.78 0.87 93 67789 14 1 13 0 26
ASE_00075 0.75 0.64 0.87 104 108691 24 3 13 8 58
ASE_00077 0.61 0.55 0.67 47 45080 33 5 18 10 39
ASE_00078 0.81 0.77 0.84 64 42995 18 0 12 6 19
ASE_00080 0.52 0.48 0.57 59 71528 44 5 39 0 64
ASE_00081 0.80 0.75 0.86 73 49685 13 0 12 1 24
ASE_00082 0.58 0.53 0.63 62 70402 47 3 33 11 54
ASE_00083 0.82 0.74 0.91 81 62392 10 0 8 2 29
ASE_00084 0.60 0.55 0.67 54 53547 27 1 26 0 45
ASE_00087 0.47 0.40 0.57 57 88310 43 2 41 0 87
ASE_00090 0.52 0.46 0.60 46 55534 36 5 26 5 55
ASE_00092 0.69 0.63 0.76 71 63452 24 0 23 1 42
ASE_00099 0.81 0.76 0.86 91 64514 16 2 13 1 29
ASE_00104 0.82 0.76 0.89 90 64160 16 1 10 5 29
ASE_00105 0.53 0.49 0.58 54 64168 41 6 33 2 57
ASE_00107 0.64 0.57 0.73 72 73055 28 1 25 2 55
ASE_00115 0.72 0.61 0.84 62 54541 12 1 11 0 39
ASE_00118 0.55 0.49 0.62 50 60645 33 1 30 2 52
ASE_00119 0.55 0.50 0.61 54 62747 36 1 33 2 54
ASE_00123 0.55 0.51 0.60 43 38431 33 1 28 4 42
ASE_00126 0.70 0.70 0.71 57 40390 30 3 20 7 25
ASE_00128 0.74 0.62 0.87 62 53230 13 1 8 4 38
ASE_00129 0.69 0.63 0.75 70 62742 23 2 21 0 41
ASE_00131 0.48 0.42 0.54 36 39273 36 2 29 5 49
ASE_00134 0.71 0.67 0.74 64 50317 23 3 19 1 31
ASE_00135 0.54 0.49 0.60 53 63102 40 6 29 5 56
ASE_00136 0.83 0.78 0.89 72 48124 16 0 9 7 20
ASE_00137 0.52 0.48 0.56 47 48432 42 0 37 5 51
ASE_00138 0.79 0.73 0.87 59 40402 12 3 6 3 22
ASE_00140 0.46 0.38 0.55 48 70789 40 3 36 1 77
ASE_00142 0.72 0.67 0.78 82 67056 25 3 20 2 40
ASE_00146 0.64 0.54 0.76 67 70788 22 1 20 1 57
ASE_00153 0.38 0.37 0.39 27 57560 76 9 34 33 46
ASE_00163 0.69 0.67 0.71 62 53214 27 7 18 2 31
ASE_00165 0.54 0.49 0.60 49 52893 35 6 27 2 52
ASE_00170 0.83 0.77 0.90 72 48748 10 2 6 2 21
ASE_00171 0.88 0.80 0.96 75 48438 8 0 3 5 19
ASE_00172 0.66 0.58 0.76 61 58916 25 3 16 6 45
ASE_00174 0.53 0.45 0.63 49 60997 32 1 28 3 60
ASE_00175 0.63 0.55 0.73 59 59950 27 2 20 5 48
ASE_00179 0.76 0.69 0.84 58 44184 15 1 10 4 26
ASE_00180 0.77 0.70 0.85 70 51278 15 3 9 3 30
ASE_00181 0.67 0.63 0.71 67 57536 30 0 27 3 39
ASE_00182 0.48 0.40 0.57 55 84158 42 2 40 0 81
ASE_00183 0.70 0.63 0.77 71 61333 23 0 21 2 42
ASE_00184 0.76 0.68 0.85 69 54534 20 0 12 8 33
ASE_00185 0.42 0.38 0.47 48 73434 58 2 52 4 80
ASE_00190 0.46 0.37 0.57 33 45393 28 4 21 3 57
ASE_00197 0.42 0.36 0.50 52 89150 54 1 50 3 93
ASE_00198 0.63 0.58 0.69 59 52564 30 3 24 3 43
ASE_00203 0.56 0.52 0.61 50 46583 36 0 32 4 46
ASE_00212 0.66 0.59 0.74 88 93842 33 1 30 2 60
ASE_00214 0.83 0.79 0.87 81 56187 17 3 9 5 22
ASE_00215 0.18 0.15 0.23 15 48450 55 4 47 4 84
ASE_00216 0.71 0.67 0.74 55 39266 26 2 17 7 27
ASE_00217 0.50 0.46 0.55 41 40395 39 1 33 5 49
ASE_00221 0.65 0.56 0.74 66 64531 24 0 23 1 51
ASE_00228 0.69 0.67 0.72 58 46890 26 4 19 3 28
ASE_00229 0.60 0.57 0.63 50 42406 32 4 26 2 37
ASE_00231 0.44 0.40 0.50 38 47819 42 3 35 4 58
ASE_00232 0.81 0.81 0.81 68 38419 17 6 10 1 16
ASE_00234 0.68 0.60 0.76 78 75363 27 6 19 2 51
ASE_00238 0.50 0.45 0.55 51 64169 42 6 35 1 63
ASE_00241 0.78 0.71 0.86 62 43884 15 1 9 5 25
ASE_00242 0.72 0.66 0.80 74 60982 24 1 18 5 38
ASE_00254 0.48 0.46 0.50 38 36780 39 5 33 1 44
ASE_00257 0.70 0.64 0.78 62 50960 25 1 17 7 35
ASE_00263 0.46 0.41 0.52 49 70405 47 6 40 1 71
ASE_00267 0.75 0.68 0.82 60 45077 21 1 12 8 28
ASE_00270 0.56 0.49 0.64 63 72292 38 2 33 3 65
ASE_00274 0.59 0.51 0.67 53 55532 28 5 21 2 50
ASE_00277 0.79 0.75 0.83 68 48123 16 0 14 2 23
ASE_00279 0.78 0.73 0.82 74 53211 20 2 14 4 27
ASE_00280 0.72 0.66 0.78 65 51920 21 1 17 3 33
ASE_00281 0.80 0.73 0.89 64 44479 15 1 7 7 24
ASE_00282 0.48 0.42 0.56 53 77721 42 3 38 1 74
ASE_00283 0.73 0.67 0.80 72 61686 23 0 18 5 35
ASE_00284 0.65 0.59 0.71 64 58221 29 3 23 3 44
ASE_00285 0.58 0.51 0.67 62 68914 32 3 27 2 60
ASE_00286 0.82 0.74 0.91 68 46590 10 1 6 3 24
ASE_00287 0.62 0.56 0.68 58 54861 28 0 27 1 45
ASE_00292 0.74 0.64 0.84 89 81704 22 2 15 5 49
ASE_00294 0.75 0.63 0.89 108 114359 16 1 13 2 63
ASE_00296 0.64 0.54 0.76 78 91704 26 1 23 2 67
ASE_00297 0.62 0.53 0.72 52 52903 21 1 19 1 46
ASE_00298 0.48 0.43 0.53 49 67435 46 2 42 2 64
ASE_00328 0.76 0.67 0.87 75 72685 23 1 10 12 37
ASE_00332 0.45 0.37 0.55 51 81717 44 3 39 2 87
ASE_00340 0.58 0.54 0.63 46 45983 31 8 19 4 39
ASE_00342 0.82 0.76 0.88 87 62382 12 2 10 0 28
ASE_00353 0.65 0.62 0.69 66 57874 35 2 28 5 41
ASE_00361 0.58 0.49 0.69 62 75376 29 3 25 1 65
ASE_00362 0.74 0.65 0.86 59 48136 10 0 10 0 32
ASE_00363 0.81 0.73 0.90 69 51283 14 1 7 6 25
ASE_00364 0.63 0.56 0.71 59 54202 29 1 23 5 46
ASE_00366 0.62 0.57 0.67 56 58570 31 6 21 4 42
ASE_00367 0.57 0.53 0.61 46 42995 36 1 29 6 40
ASE_00369 0.82 0.74 0.92 79 55859 7 1 6 0 28
ASE_00370 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00372 0.67 0.59 0.77 59 51926 19 1 17 1 41
ASE_00374 0.81 0.73 0.90 64 44779 8 1 6 1 24
ASE_00376 0.66 0.61 0.71 64 56863 28 1 25 2 41
ASE_00377 0.61 0.55 0.69 59 57544 29 3 24 2 48
ASE_00379 0.54 0.48 0.61 43 45986 38 0 27 11 46
ASE_00382 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00383 0.79 0.72 0.85 76 54526 14 4 9 1 29
ASE_00384 0.70 0.65 0.75 60 48436 26 4 16 6 32
ASE_00386 0.65 0.60 0.70 58 50320 27 5 20 2 38
ASE_00387 0.67 0.63 0.70 66 55851 29 0 28 1 38
ASE_00388 0.51 0.47 0.56 42 45678 40 2 31 7 47
ASE_00390 0.85 0.80 0.89 68 42119 17 0 8 9 17
ASE_00393 0.70 0.63 0.77 59 47818 20 1 17 2 34
ASE_00394 0.80 0.72 0.88 67 46895 13 4 5 4 26
ASE_00395 0.73 0.69 0.77 58 41541 21 0 17 4 26
ASE_00396 0.72 0.66 0.79 55 41546 19 2 13 4 28
ASE_00397 0.74 0.69 0.79 72 54524 23 1 18 4 33
ASE_00398 0.68 0.62 0.76 64 55861 29 1 19 9 40
ASE_00400 0.74 0.69 0.80 73 57879 19 1 17 1 33
ASE_00401 0.52 0.44 0.63 55 76940 40 0 33 7 71
ASE_00402 0.76 0.69 0.84 59 42416 15 1 10 4 26
ASE_00403 0.66 0.58 0.76 62 55863 25 3 17 5 45
ASE_00404 0.78 0.73 0.83 62 42996 17 1 12 4 23
ASE_00406 0.82 0.73 0.91 69 48752 15 0 7 8 25
ASE_00411 0.57 0.53 0.62 47 49379 30 10 19 1 42
ASE_00412 0.56 0.50 0.62 53 58226 34 3 29 2 52
ASE_00413 0.60 0.57 0.64 46 44479 27 2 24 1 35
ASE_00415 0.60 0.57 0.63 59 54853 40 2 32 6 44
ASE_00416 0.69 0.59 0.80 75 77327 28 1 18 9 52
ASE_00419 0.75 0.68 0.83 70 54862 16 3 11 2 33
ASE_00422 0.65 0.63 0.67 59 46883 30 4 25 1 35
ASE_00423 0.84 0.77 0.92 84 56862 10 1 6 3 25
ASE_00428 0.57 0.54 0.60 68 76522 47 4 42 1 57
ASE_00430 0.79 0.76 0.82 74 46881 16 2 14 0 23
ASE_00437 0.67 0.60 0.75 81 79293 27 1 26 0 54
ASE_00441 0.66 0.57 0.77 64 64178 19 2 17 0 48
ASE_00448 0.63 0.59 0.67 66 64163 39 2 30 7 46
ASE_00451 0.68 0.60 0.77 75 70779 24 1 21 2 50
RFA_00599 0.71 0.71 0.71 79 101363 50 13 20 17 32
RFA_00601 0.58 0.54 0.61 62 99134 50 10 29 11 52
TMR_00017 0.59 0.56 0.62 57 67069 39 8 27 4 45
TMR_00018 0.59 0.54 0.65 50 64543 31 7 20 4 42
TMR_00038 0.73 0.66 0.79 73 71161 24 1 18 5 37
TMR_00042 0.61 0.57 0.65 56 62749 34 7 23 4 42
TMR_00046 0.65 0.63 0.67 60 62746 35 9 20 6 36
TMR_00048 0.59 0.55 0.63 52 64898 38 6 24 8 43
TMR_00080 0.51 0.46 0.56 44 70422 34 10 24 0 52
TMR_00082 0.65 0.59 0.71 57 67816 30 7 16 7 39
TMR_00123 0.64 0.59 0.68 60 66342 34 4 24 6 41
TMR_00137 0.33 0.28 0.38 25 61009 44 9 32 3 64
TMR_00142 0.62 0.64 0.61 65 70769 49 12 30 7 37
TMR_00207 0.40 0.35 0.45 36 72310 49 6 38 5 67
TMR_00257 0.68 0.61 0.76 60 67082 27 4 15 8 38
TMR_00271 0.64 0.56 0.74 51 64192 20 6 12 2 40
TMR_00366 0.64 0.60 0.67 60 67807 40 12 17 11 40
TMR_00378 0.67 0.63 0.71 61 67810 38 5 20 13 36
TMR_00399 0.48 0.45 0.52 42 64899 46 9 30 7 52
TMR_00404 0.59 0.59 0.60 54 67438 49 12 24 13 38
TMR_00427 0.53 0.41 0.69 40 67470 22 7 11 4 57
TMR_00443 0.67 0.59 0.77 61 67082 22 4 14 4 43
TMR_00451 0.52 0.45 0.60 40 63479 31 7 20 4 49
TMR_00458 0.70 0.63 0.77 59 63469 21 4 14 3 34
TMR_00469 0.75 0.73 0.78 73 64526 30 7 14 9 27
TMR_00472 0.76 0.73 0.80 71 64531 23 7 11 5 26
TMR_00519 0.60 0.57 0.64 54 63106 34 12 18 4 41
TMR_00520 0.67 0.62 0.73 61 63106 31 4 19 8 38
TMR_00522 0.53 0.47 0.60 46 63113 36 9 22 5 51
TMR_00528 0.51 0.45 0.58 44 63114 37 10 22 5 53
TMR_00568 0.62 0.59 0.65 58 60637 40 8 23 9 41
TMR_00571 0.69 0.65 0.73 64 60638 34 10 14 10 35
TMR_00580 0.62 0.61 0.63 61 60629 46 10 26 10 39
TMR_00584 0.65 0.61 0.69 59 60989 36 6 21 9 38
TMR_00586 0.60 0.59 0.61 57 60982 43 11 25 7 40
TMR_00616 0.65 0.63 0.68 62 67070 35 7 22 6 37
TMR_00699 0.69 0.60 0.80 61 67085 16 2 13 1 41
TMR_00702 0.63 0.54 0.73 54 67087 26 7 13 6 46

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

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

Total Base Pair Counts
Total TP 10910
Total TN 11482165
Total FP 5576
Total FP CONTRA 832
Total FP INCONS 3629
Total FP COMP 1115
Total FN 9042
Total Scores
MCC 0.622
Average MCC ± 95% Confidence Intervals 0.623 ± 0.018
Sensitivity 0.547
Positive Predictive Value 0.710
Nr of predictions 191

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.77 0.64 0.93 75 57889 11 1 5 5 42
ASE_00006 0.52 0.47 0.58 44 47510 34 6 26 2 49
ASE_00007 0.71 0.66 0.77 73 59590 26 2 20 4 37
ASE_00012 0.75 0.66 0.84 81 73824 18 2 13 3 42
ASE_00018 0.71 0.64 0.78 86 80491 29 1 23 5 48
ASE_00020 0.58 0.46 0.74 58 73842 24 3 17 4 68
ASE_00021 0.74 0.63 0.88 101 104081 17 2 12 3 59
ASE_00035 0.63 0.57 0.69 67 70403 38 1 29 8 51
ASE_00037 0.77 0.70 0.86 77 59250 18 0 13 5 33
ASE_00038 0.52 0.45 0.62 45 53555 32 3 25 4 56
ASE_00040 0.62 0.55 0.70 73 78899 38 3 28 7 60
ASE_00041 0.74 0.63 0.86 68 57551 17 1 10 6 40
ASE_00042 0.78 0.70 0.86 102 89982 21 3 13 5 43
ASE_00044 0.82 0.75 0.90 79 54527 13 4 5 4 26
ASE_00064 0.70 0.60 0.83 53 45387 22 1 10 11 36
ASE_00068 0.79 0.68 0.91 58 37611 11 2 4 5 27
ASE_00074 0.72 0.63 0.82 75 67805 21 1 15 5 44
ASE_00075 0.60 0.47 0.77 76 108712 26 4 19 3 86
ASE_00077 0.74 0.70 0.78 60 45073 22 3 14 5 26
ASE_00078 0.77 0.69 0.86 57 43005 17 2 7 8 26
ASE_00080 0.40 0.33 0.48 40 71548 48 5 38 5 83
ASE_00081 0.74 0.67 0.82 65 49691 24 1 13 10 32
ASE_00082 0.41 0.34 0.51 39 70424 44 4 33 7 77
ASE_00083 0.74 0.67 0.81 74 62390 24 2 15 7 36
ASE_00084 0.60 0.49 0.72 49 53560 28 2 17 9 50
ASE_00087 0.42 0.31 0.59 44 88335 37 2 29 6 100
ASE_00090 0.58 0.50 0.68 50 55538 27 1 22 4 51
ASE_00092 0.62 0.52 0.74 59 63466 28 6 15 7 54
ASE_00099 0.74 0.68 0.80 82 64517 24 2 19 3 38
ASE_00104 0.73 0.66 0.81 79 64164 25 1 17 7 40
ASE_00105 0.55 0.48 0.64 53 64178 35 0 30 5 58
ASE_00107 0.65 0.60 0.72 76 73047 36 1 29 6 51
ASE_00115 0.36 0.28 0.46 28 54554 38 2 31 5 73
ASE_00118 0.51 0.40 0.64 41 60662 33 1 22 10 61
ASE_00119 0.32 0.23 0.44 25 62778 34 0 32 2 83
ASE_00123 0.49 0.35 0.68 30 38459 16 3 11 2 55
ASE_00126 0.85 0.82 0.89 67 40395 15 2 6 7 15
ASE_00128 0.69 0.56 0.86 56 53236 14 2 7 5 44
ASE_00129 0.68 0.63 0.74 70 62740 28 3 22 3 41
ASE_00131 0.60 0.46 0.78 39 39290 20 1 10 9 46
ASE_00134 0.60 0.52 0.70 49 50333 29 1 20 8 46
ASE_00135 0.44 0.35 0.56 38 63122 41 1 29 11 71
ASE_00136 0.70 0.62 0.78 57 48132 24 1 15 8 35
ASE_00137 0.65 0.57 0.75 56 48441 23 3 16 4 42
ASE_00138 0.67 0.60 0.74 49 40404 27 1 16 10 32
ASE_00140 0.53 0.41 0.68 51 70801 28 4 20 4 74
ASE_00142 0.81 0.74 0.88 90 67059 16 3 9 4 32
ASE_00146 0.61 0.51 0.74 63 70791 29 1 21 7 61
ASE_00153 0.52 0.45 0.60 33 57575 51 2 20 29 40
ASE_00163 0.71 0.61 0.83 57 53232 17 3 9 5 36
ASE_00165 0.53 0.45 0.64 45 52905 29 3 22 4 56
ASE_00170 0.55 0.51 0.59 47 48749 35 5 27 3 46
ASE_00171 0.46 0.41 0.51 39 48439 42 1 37 4 55
ASE_00172 0.71 0.58 0.87 61 58926 15 2 7 6 45
ASE_00174 0.42 0.34 0.53 37 61005 39 3 30 6 72
ASE_00175 0.68 0.60 0.78 64 59949 26 3 15 8 43
ASE_00179 0.76 0.69 0.83 58 44183 18 4 8 6 26
ASE_00180 0.72 0.64 0.82 64 51282 20 3 11 6 36
ASE_00181 0.67 0.58 0.79 61 57553 24 6 10 8 45
ASE_00182 0.42 0.32 0.57 43 84179 38 2 31 5 93
ASE_00183 0.67 0.58 0.79 65 61343 24 0 17 7 48
ASE_00184 0.66 0.56 0.79 57 54543 17 4 11 2 45
ASE_00185 0.50 0.37 0.69 47 73468 24 3 18 3 81
ASE_00190 0.52 0.42 0.64 38 45392 24 5 16 3 52
ASE_00197 0.67 0.58 0.79 84 89146 27 2 21 4 61
ASE_00198 0.75 0.69 0.81 70 52564 20 4 12 4 32
ASE_00203 0.70 0.60 0.82 58 46594 17 3 10 4 38
ASE_00212 0.76 0.68 0.85 100 93844 23 3 14 6 48
ASE_00214 0.78 0.71 0.86 73 56195 16 4 8 4 30
ASE_00215 0.24 0.19 0.30 19 48453 48 6 38 4 80
ASE_00216 0.83 0.76 0.91 62 39272 13 1 5 7 20
ASE_00217 0.64 0.59 0.69 53 40393 31 1 23 7 37
ASE_00221 0.64 0.59 0.69 69 64520 34 1 30 3 48
ASE_00228 0.69 0.64 0.75 55 46898 26 4 14 8 31
ASE_00229 0.79 0.70 0.88 61 42417 14 3 5 6 26
ASE_00231 0.57 0.46 0.70 44 47832 24 1 18 5 52
ASE_00232 0.82 0.73 0.92 61 38437 10 3 2 5 23
ASE_00234 0.59 0.47 0.73 61 75383 27 3 19 5 68
ASE_00238 0.61 0.49 0.77 56 64188 22 4 13 5 58
ASE_00241 0.79 0.69 0.91 60 43890 12 1 5 6 27
ASE_00242 0.71 0.67 0.76 75 60976 31 1 23 7 37
ASE_00254 0.75 0.65 0.87 53 36795 12 4 4 4 29
ASE_00257 0.60 0.52 0.70 50 50969 30 3 18 9 47
ASE_00263 0.54 0.43 0.68 52 70424 27 4 20 3 68
ASE_00267 0.75 0.67 0.84 59 45080 20 1 10 9 29
ASE_00270 0.43 0.30 0.61 38 72328 27 1 23 3 90
ASE_00274 0.66 0.50 0.85 52 55550 14 2 7 5 51
ASE_00277 0.73 0.56 0.96 51 48152 6 0 2 4 40
ASE_00279 0.78 0.71 0.86 72 53217 19 3 9 7 29
ASE_00280 0.64 0.57 0.72 56 51925 32 1 21 10 42
ASE_00281 0.81 0.74 0.89 65 44478 16 3 5 8 23
ASE_00282 0.51 0.44 0.59 56 77720 43 3 36 4 71
ASE_00283 0.61 0.51 0.73 55 61701 25 3 17 5 52
ASE_00284 0.66 0.53 0.81 57 58241 15 2 11 2 51
ASE_00285 0.58 0.48 0.70 58 68923 28 4 21 3 64
ASE_00286 0.63 0.57 0.70 52 46591 31 1 21 9 40
ASE_00287 0.71 0.64 0.79 66 54862 25 3 15 7 37
ASE_00292 0.66 0.59 0.73 82 81697 39 2 29 8 56
ASE_00294 0.68 0.59 0.79 101 114353 34 1 26 7 70
ASE_00296 0.64 0.54 0.75 79 91700 32 5 22 5 66
ASE_00297 0.57 0.49 0.66 48 52902 30 3 22 5 50
ASE_00298 0.46 0.40 0.54 45 67445 43 7 31 5 68
ASE_00328 0.71 0.66 0.77 74 72675 33 5 17 11 38
ASE_00332 0.81 0.74 0.89 102 81695 17 4 9 4 36
ASE_00340 0.54 0.47 0.62 40 45991 32 4 21 7 45
ASE_00342 0.81 0.75 0.88 86 62383 19 1 11 7 29
ASE_00353 0.64 0.54 0.75 58 57893 25 2 17 6 49
ASE_00361 0.56 0.41 0.78 52 75399 19 1 14 4 75
ASE_00362 0.71 0.62 0.82 56 48137 18 3 9 6 35
ASE_00363 0.69 0.57 0.82 54 51294 22 2 10 10 40
ASE_00364 0.67 0.58 0.76 61 54205 25 3 16 6 44
ASE_00366 0.56 0.49 0.65 48 58579 29 4 22 3 50
ASE_00367 0.75 0.70 0.81 60 42997 20 3 11 6 26
ASE_00369 0.58 0.50 0.66 54 55863 33 1 27 5 53
ASE_00370 0.87 0.82 0.92 69 41830 14 0 6 8 15
ASE_00372 0.48 0.41 0.55 41 51929 36 4 29 3 59
ASE_00374 0.72 0.63 0.82 55 44783 15 2 10 3 33
ASE_00376 0.55 0.51 0.60 54 56863 38 3 33 2 51
ASE_00377 0.78 0.69 0.88 74 57546 13 4 6 3 33
ASE_00379 0.72 0.69 0.76 61 45976 22 3 16 3 28
ASE_00382 0.67 0.62 0.73 52 41834 29 1 18 10 32
ASE_00383 0.79 0.71 0.88 75 54530 17 2 8 7 30
ASE_00384 0.61 0.53 0.71 49 48447 24 2 18 4 43
ASE_00386 0.71 0.63 0.80 60 50328 22 1 14 7 36
ASE_00387 0.62 0.55 0.71 57 55865 27 6 17 4 47
ASE_00388 0.66 0.56 0.78 50 45689 20 1 13 6 39
ASE_00390 0.77 0.68 0.87 58 42128 15 2 7 6 27
ASE_00393 0.68 0.59 0.77 55 47824 21 1 15 5 38
ASE_00394 0.72 0.62 0.83 58 46901 19 4 8 7 35
ASE_00395 0.74 0.64 0.86 54 41553 20 1 8 11 30
ASE_00396 0.71 0.63 0.80 52 41551 19 4 9 6 31
ASE_00397 0.80 0.70 0.91 74 54534 12 0 7 5 31
ASE_00398 0.51 0.43 0.61 45 55871 38 1 28 9 59
ASE_00400 0.51 0.42 0.61 45 57896 33 3 26 4 61
ASE_00401 0.50 0.40 0.62 51 76946 36 4 27 5 75
ASE_00402 0.66 0.59 0.74 50 42418 21 1 17 3 35
ASE_00403 0.71 0.61 0.83 65 55867 19 3 10 6 42
ASE_00404 0.79 0.71 0.90 60 43004 10 0 7 3 25
ASE_00406 0.65 0.56 0.76 53 48758 26 1 16 9 41
ASE_00411 0.54 0.46 0.63 41 49390 27 2 22 3 48
ASE_00412 0.59 0.50 0.70 52 58237 28 2 20 6 53
ASE_00413 0.65 0.60 0.69 49 44480 29 5 17 7 32
ASE_00415 0.42 0.35 0.51 36 54876 37 1 33 3 67
ASE_00416 0.59 0.51 0.68 65 77325 36 6 25 5 62
ASE_00419 0.59 0.49 0.71 50 54876 23 1 19 3 53
ASE_00422 0.74 0.63 0.87 59 46903 14 2 7 5 35
ASE_00423 0.83 0.77 0.89 84 56859 16 3 7 6 25
ASE_00428 0.64 0.58 0.70 73 76532 38 6 25 7 52
ASE_00430 0.69 0.59 0.81 57 46901 18 2 11 5 40
ASE_00437 0.59 0.50 0.69 68 79302 35 0 31 4 67
ASE_00441 0.44 0.34 0.58 38 64196 33 1 26 6 74
ASE_00448 0.64 0.58 0.71 65 64169 33 1 26 6 47
ASE_00451 0.79 0.70 0.89 87 70778 16 3 8 5 38
RFA_00599 0.55 0.52 0.58 58 101375 62 5 37 20 53
RFA_00601 0.81 0.80 0.81 91 99123 42 5 16 21 23
TMR_00017 0.55 0.52 0.59 53 67071 42 16 21 5 49
TMR_00018 0.48 0.48 0.49 44 64530 48 21 25 2 48
TMR_00038 0.70 0.62 0.80 68 71168 24 8 9 7 42
TMR_00042 0.56 0.55 0.56 54 62739 48 11 31 6 44
TMR_00046 0.56 0.55 0.57 53 62742 46 5 35 6 43
TMR_00048 0.53 0.52 0.55 49 64891 48 7 33 8 46
TMR_00080 0.49 0.50 0.48 48 70399 54 25 28 1 48
TMR_00082 0.44 0.44 0.45 42 67803 53 17 34 2 54
TMR_00123 0.66 0.53 0.81 54 66363 23 2 11 10 47
TMR_00137 0.37 0.36 0.39 32 60992 53 18 33 2 57
TMR_00142 0.51 0.50 0.52 51 70778 53 14 33 6 51
TMR_00207 0.49 0.49 0.49 50 72288 54 16 36 2 53
TMR_00257 0.54 0.49 0.59 48 67080 38 10 23 5 50
TMR_00271 0.43 0.37 0.49 34 64192 38 11 24 3 57
TMR_00366 0.60 0.56 0.65 56 67810 43 8 22 13 44
TMR_00378 0.65 0.60 0.70 58 67813 36 10 15 11 39
TMR_00399 0.38 0.35 0.40 33 64898 53 16 33 4 61
TMR_00404 0.48 0.47 0.49 43 67441 54 14 30 10 49
TMR_00427 0.56 0.52 0.60 50 67445 36 15 18 3 47
TMR_00443 0.59 0.55 0.63 57 67070 36 15 19 2 47
TMR_00451 0.34 0.34 0.34 30 63459 58 21 36 1 59
TMR_00458 0.39 0.38 0.41 35 63460 51 20 31 0 58
TMR_00469 0.62 0.60 0.65 60 64527 38 14 19 5 40
TMR_00472 0.56 0.47 0.67 46 64551 34 12 11 11 51
TMR_00519 0.38 0.40 0.37 38 63086 68 19 47 2 57
TMR_00520 0.43 0.41 0.46 41 63100 51 12 37 2 58
TMR_00522 0.46 0.44 0.49 43 63102 45 17 28 0 54
TMR_00528 0.39 0.40 0.38 39 63088 65 19 44 2 58
TMR_00568 0.57 0.53 0.61 52 60641 45 4 29 12 47
TMR_00571 0.60 0.56 0.65 55 60641 42 5 25 12 44
TMR_00580 0.60 0.52 0.69 52 60651 33 3 20 10 48
TMR_00584 0.61 0.57 0.66 55 60992 39 5 23 11 42
TMR_00586 0.58 0.55 0.62 53 60989 42 6 27 9 44
TMR_00616 0.58 0.47 0.71 47 67095 24 9 10 5 52
TMR_00699 0.55 0.50 0.60 51 67076 37 10 24 3 51
TMR_00702 0.52 0.50 0.55 50 67070 43 14 27 2 50

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