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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MXScarna(20) CentroidFold
MCC 0.626 > 0.616
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017 > 0.613 ± 0.019
Sensitivity 0.551 > 0.547
Positive Predictive Value 0.712 > 0.695
Total TP 11808 > 11716
Total TN 12417413 > 12417140
Total FP 5988 > 5942
Total FP CONTRA 910 > 733
Total FP INCONS 3875 < 4417
Total FP COMP 1203 > 792
Total FN 9607 < 9699
P-value 3.56938820447e-08

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Performance plots


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

  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 MXScarna(20) and CentroidFold).

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

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

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

Total Base Pair Counts
Total TP 11808
Total TN 12417413
Total FP 5988
Total FP CONTRA 910
Total FP INCONS 3875
Total FP COMP 1203
Total FN 9607
Total Scores
MCC 0.626
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017
Sensitivity 0.551
Positive Predictive Value 0.712
Nr of predictions 204

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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_00004 0.70 0.61 0.80 59 47821 19 2 13 4 38
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_00022 0.73 0.66 0.80 82 82925 28 5 16 7 42
ASE_00028 0.78 0.70 0.87 88 84565 21 4 9 8 38
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_00125 0.61 0.43 0.86 38 39296 11 0 6 5 50
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_00186 0.76 0.68 0.84 90 78896 20 1 16 3 42
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_00248 0.74 0.68 0.80 78 62383 26 1 19 6 36
ASE_00254 0.75 0.65 0.87 53 36795 12 4 4 4 29
ASE_00255 0.65 0.59 0.71 77 74583 34 3 28 3 53
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_00318 0.76 0.69 0.84 81 80103 31 6 10 15 37
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_00335 0.69 0.63 0.76 73 75370 33 5 18 10 43
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
RFA_00602 0.72 0.72 0.73 83 101361 51 6 25 20 33
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_00332 0.53 0.51 0.55 50 67070 43 15 26 2 49
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_00540 0.48 0.48 0.48 50 73431 56 17 38 1 54
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
TMR_00703 0.54 0.49 0.58 49 67444 39 13 22 4 50

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Performance of CentroidFold - scored lower 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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.