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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 CMfinder(20) - scored lower in this pairwise comparison

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


Overview

Metric Multilign(20) CMfinder(20)
MCC 0.649 > 0.481
Average MCC ± 95% Confidence Intervals 0.651 ± 0.017 > 0.478 ± 0.018
Sensitivity 0.590 > 0.310
Positive Predictive Value 0.717 < 0.749
Total TP 11762 > 6184
Total TN 11481126 < 11489280
Total FP 5457 > 2349
Total FP CONTRA 614 > 180
Total FP INCONS 4034 > 1892
Total FP COMP 809 > 277
Total FN 8190 < 13768
P-value 3.56938820447e-08

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Performance plots


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

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(20) 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 Multilign(20) and CMfinder(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 CMfinder(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 6184
Total TN 11489280
Total FP 2349
Total FP CONTRA 180
Total FP INCONS 1892
Total FP COMP 277
Total FN 13768
Total Scores
MCC 0.481
Average MCC ± 95% Confidence Intervals 0.478 ± 0.018
Sensitivity 0.310
Positive Predictive Value 0.749
Nr of predictions 191

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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_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_00018 0.55 0.40 0.75 54 80529 20 1 17 2 80
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_00035 0.46 0.29 0.74 34 70454 12 1 11 0 84
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_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_00099 0.55 0.40 0.76 48 64557 17 0 15 2 72
ASE_00104 0.47 0.30 0.73 36 64212 14 0 13 1 83
ASE_00105 0.42 0.23 0.78 25 64229 7 1 6 0 86
ASE_00107 0.62 0.45 0.85 57 73086 10 0 10 0 70
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_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_00142 0.46 0.22 0.96 27 67133 3 0 1 2 95
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_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_00184 0.63 0.47 0.86 48 54559 8 1 7 0 54
ASE_00185 0.35 0.18 0.70 23 73503 10 0 10 0 105
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_00242 0.58 0.41 0.81 46 61018 13 1 10 2 66
ASE_00254 0.65 0.55 0.76 45 36797 14 3 11 0 37
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_00281 0.49 0.30 0.81 26 44519 6 0 6 0 62
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_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_00353 0.52 0.39 0.68 42 57908 21 1 19 1 65
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_00377 0.43 0.25 0.75 27 57594 10 0 9 1 80
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_00406 0.59 0.41 0.85 39 48782 9 0 7 2 55
ASE_00411 0.44 0.33 0.59 29 49406 20 1 19 0 60
ASE_00412 0.53 0.36 0.79 38 58263 11 0 10 1 67
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_00423 0.39 0.24 0.63 26 56912 15 0 15 0 83
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
TMR_00017 0.44 0.23 0.85 23 67134 8 0 4 4 79
TMR_00018 0.29 0.13 0.67 12 64602 10 0 6 4 80
TMR_00038 0.49 0.25 0.93 28 71223 4 1 1 2 82
TMR_00042 0.22 0.12 0.40 12 62805 21 0 18 3 86
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_00080 0.47 0.29 0.76 28 70463 9 0 9 0 68
TMR_00082 0.44 0.30 0.63 29 67850 21 1 16 4 67
TMR_00123 0.41 0.22 0.76 22 66401 12 0 7 5 79
TMR_00137 0.33 0.20 0.55 18 61042 21 2 13 6 71
TMR_00142 0.12 0.07 0.21 7 70843 33 8 18 7 95
TMR_00207 0.32 0.18 0.54 19 72355 16 6 10 0 84
TMR_00257 0.46 0.29 0.76 28 67124 14 0 9 5 70
TMR_00271 0.28 0.14 0.57 13 64238 15 1 9 5 78
TMR_00366 0.32 0.17 0.59 17 67867 23 3 9 11 83
TMR_00378 0.32 0.18 0.59 17 67867 23 3 9 11 80
TMR_00399 0.18 0.09 0.36 8 64958 14 7 7 0 86
TMR_00404 0.21 0.11 0.42 10 67504 25 4 10 11 82
TMR_00427 0.55 0.32 0.94 31 67495 7 0 2 5 66
TMR_00443 0.41 0.27 0.64 28 67117 20 1 15 4 76
TMR_00451 0.17 0.11 0.25 10 63506 34 6 24 4 79
TMR_00458 0.18 0.09 0.38 8 63525 16 1 12 3 85
TMR_00469 0.50 0.31 0.79 31 64581 12 1 7 4 69
TMR_00472 0.50 0.30 0.83 29 64585 10 1 5 4 68
TMR_00519 0.28 0.18 0.44 17 63151 27 2 20 5 78
TMR_00520 0.34 0.19 0.59 19 63158 13 4 9 0 80
TMR_00522 0.38 0.20 0.73 19 63164 7 1 6 0 78
TMR_00528 0.40 0.23 0.71 22 63159 13 2 7 4 75
TMR_00568 0.33 0.17 0.65 17 60700 14 0 9 5 82
TMR_00571 0.37 0.19 0.70 19 60699 13 0 8 5 80
TMR_00580 0.35 0.19 0.66 19 60697 15 2 8 5 81
TMR_00584 0.31 0.15 0.63 15 61051 15 1 8 6 82
TMR_00586 0.36 0.20 0.68 19 61047 14 1 8 5 78
TMR_00616 0.46 0.28 0.76 28 67124 12 3 6 3 71
TMR_00699 0.32 0.17 0.61 17 67133 12 3 8 1 85
TMR_00702 0.42 0.24 0.73 24 67128 10 3 6 1 76

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