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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 RNAfold - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(20) RNAfold
MCC 0.626 > 0.527
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017 > 0.526 ± 0.021
Sensitivity 0.551 > 0.518
Positive Predictive Value 0.712 > 0.537
Total TP 11808 > 11098
Total TN 12417413 > 12413351
Total FP 5988 < 10471
Total FP CONTRA 910 < 1349
Total FP INCONS 3875 < 8208
Total FP COMP 1203 > 914
Total FN 9607 < 10317
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAfold).

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

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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 RNAfold - scored lower in this pairwise comparison

1. Total counts & total scores for RNAfold

Total Base Pair Counts
Total TP 11098
Total TN 12413351
Total FP 10471
Total FP CONTRA 1349
Total FP INCONS 8208
Total FP COMP 914
Total FN 10317
Total Scores
MCC 0.527
Average MCC ± 95% Confidence Intervals 0.526 ± 0.021
Sensitivity 0.518
Positive Predictive Value 0.537
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.70 0.71 68 47799 30 9 19 2 29
ASE_00005 0.63 0.58 0.68 68 57870 37 0 32 5 49
ASE_00006 0.62 0.62 0.62 58 47493 38 7 28 3 35
ASE_00007 0.57 0.55 0.60 60 59585 44 2 38 4 50
ASE_00012 0.58 0.54 0.62 67 73812 49 2 39 8 56
ASE_00018 0.80 0.76 0.84 102 80479 22 3 17 2 32
ASE_00020 0.56 0.54 0.59 68 73804 48 8 40 0 58
ASE_00021 0.60 0.54 0.65 87 104063 52 4 42 6 73
ASE_00022 0.46 0.44 0.48 55 82914 66 6 53 7 69
ASE_00028 0.61 0.59 0.64 74 84550 51 9 33 9 52
ASE_00035 0.30 0.28 0.32 33 70398 76 12 57 7 85
ASE_00037 0.49 0.46 0.52 51 59242 50 2 45 3 59
ASE_00038 0.54 0.53 0.55 54 53529 46 4 41 1 47
ASE_00040 0.49 0.47 0.51 63 78879 67 5 56 6 70
ASE_00041 0.53 0.51 0.55 55 57530 50 2 43 5 53
ASE_00042 0.53 0.50 0.56 72 89971 58 4 53 1 73
ASE_00044 0.69 0.68 0.70 71 54513 35 3 28 4 34
ASE_00064 0.43 0.43 0.44 38 45364 53 5 44 4 51
ASE_00068 0.51 0.48 0.53 41 37598 37 4 32 1 44
ASE_00074 0.58 0.57 0.59 68 67780 49 6 42 1 51
ASE_00075 0.61 0.56 0.68 90 108678 49 3 40 6 72
ASE_00077 0.51 0.51 0.52 44 45065 41 6 35 0 42
ASE_00078 0.68 0.67 0.68 56 42989 31 5 21 5 27
ASE_00080 0.47 0.45 0.49 55 71519 60 5 52 3 68
ASE_00081 0.55 0.55 0.55 53 49674 44 5 38 1 44
ASE_00082 0.57 0.54 0.61 63 70396 55 1 40 14 53
ASE_00083 0.79 0.75 0.83 83 62381 23 2 15 6 27
ASE_00084 0.70 0.69 0.72 68 53533 30 6 21 3 31
ASE_00087 0.67 0.61 0.74 88 88291 36 6 25 5 56
ASE_00090 0.54 0.54 0.54 55 55509 51 4 43 4 46
ASE_00092 0.73 0.71 0.75 80 63440 31 0 26 5 33
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.53 0.50 0.56 60 64153 49 6 42 1 59
ASE_00105 0.40 0.39 0.41 43 64155 65 13 50 2 68
ASE_00107 0.40 0.39 0.42 49 73036 71 3 65 3 78
ASE_00115 0.47 0.46 0.48 46 54519 58 1 49 8 55
ASE_00118 0.52 0.52 0.53 53 60626 49 7 40 2 49
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.56 0.54 0.59 46 38425 37 2 30 5 39
ASE_00125 0.64 0.63 0.65 55 39255 31 4 26 1 33
ASE_00126 0.75 0.77 0.74 63 40385 26 3 19 4 19
ASE_00128 0.74 0.71 0.77 71 53209 28 2 19 7 29
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.63 0.55 0.71 47 39274 29 0 19 10 38
ASE_00134 0.37 0.38 0.36 36 50304 63 5 58 0 59
ASE_00135 0.46 0.45 0.47 49 63085 60 8 48 4 60
ASE_00136 0.61 0.61 0.62 56 48114 39 6 29 4 36
ASE_00137 0.44 0.43 0.45 42 48423 53 4 47 2 56
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.71 0.66 0.76 82 70768 28 4 22 2 43
ASE_00142 0.75 0.71 0.80 87 67052 26 4 18 4 35
ASE_00146 0.51 0.46 0.56 57 70774 48 0 45 3 67
ASE_00153 0.61 0.62 0.61 45 57556 72 2 27 43 28
ASE_00163 0.64 0.63 0.66 59 53211 42 4 27 11 34
ASE_00165 0.57 0.55 0.60 56 52881 39 12 26 1 45
ASE_00170 0.70 0.68 0.72 63 48740 26 2 23 1 30
ASE_00171 0.59 0.60 0.59 56 48421 40 9 30 1 38
ASE_00172 0.69 0.69 0.70 73 58892 36 6 25 5 33
ASE_00174 0.52 0.51 0.53 56 60970 51 6 43 2 53
ASE_00175 0.61 0.61 0.61 65 59925 42 7 34 1 42
ASE_00179 0.64 0.65 0.62 55 44164 34 7 27 0 29
ASE_00180 0.72 0.69 0.75 69 51268 29 2 21 6 31
ASE_00181 0.54 0.53 0.54 56 57527 51 3 44 4 50
ASE_00182 0.48 0.46 0.50 63 84128 67 6 58 3 73
ASE_00183 0.72 0.71 0.73 80 61316 34 2 27 5 33
ASE_00184 0.62 0.63 0.62 64 54511 40 10 30 0 38
ASE_00185 0.80 0.76 0.84 97 73421 25 3 15 7 31
ASE_00186 0.74 0.70 0.79 92 78886 30 3 22 5 40
ASE_00190 0.50 0.48 0.52 43 45368 44 2 38 4 47
ASE_00197 0.49 0.46 0.52 67 89123 66 4 59 3 78
ASE_00198 0.65 0.65 0.66 66 52550 34 6 28 0 36
ASE_00203 0.66 0.66 0.67 63 46571 31 6 25 0 33
ASE_00212 0.53 0.51 0.55 76 93822 67 5 58 4 72
ASE_00214 0.80 0.79 0.81 81 56180 27 3 16 8 22
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.63 0.62 0.63 51 39259 32 7 23 2 31
ASE_00217 0.30 0.29 0.32 26 40388 60 6 50 4 64
ASE_00221 0.58 0.53 0.64 62 64523 38 3 32 3 55
ASE_00228 0.60 0.60 0.59 52 46883 36 14 22 0 34
ASE_00229 0.60 0.60 0.61 52 42401 33 10 23 0 35
ASE_00231 0.69 0.69 0.70 66 47801 28 5 23 0 30
ASE_00232 0.59 0.58 0.60 49 38421 35 3 30 2 35
ASE_00234 0.58 0.53 0.63 68 75358 45 5 35 5 61
ASE_00238 0.62 0.61 0.63 70 64150 46 2 39 5 44
ASE_00241 0.60 0.60 0.61 52 43871 34 7 26 1 35
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.47 0.43 0.51 49 62384 48 3 45 0 65
ASE_00254 0.74 0.72 0.77 59 36779 24 5 13 6 23
ASE_00255 0.47 0.45 0.50 59 74572 60 7 53 0 71
ASE_00257 0.64 0.64 0.64 62 50943 35 1 34 0 35
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.32 0.31 0.34 27 45070 61 5 48 8 61
ASE_00270 0.64 0.63 0.66 81 72267 43 8 34 1 47
ASE_00274 0.48 0.47 0.51 48 55516 47 7 40 0 55
ASE_00277 0.38 0.38 0.38 35 48113 59 9 48 2 56
ASE_00279 0.70 0.66 0.74 67 53210 28 0 24 4 34
ASE_00280 0.37 0.37 0.38 36 51908 62 6 53 3 62
ASE_00281 0.60 0.56 0.64 49 44475 34 3 24 7 39
ASE_00282 0.42 0.42 0.43 53 77692 70 6 64 0 74
ASE_00283 0.73 0.69 0.76 74 61679 28 4 19 5 33
ASE_00284 0.63 0.61 0.65 66 58209 42 4 32 6 42
ASE_00285 0.71 0.67 0.75 82 68897 35 2 25 8 40
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.72 0.67 0.77 69 54856 30 2 19 9 34
ASE_00292 0.71 0.67 0.76 92 81689 34 4 25 5 46
ASE_00294 0.79 0.75 0.83 128 114327 29 3 23 3 43
ASE_00296 0.27 0.26 0.29 37 91677 95 8 84 3 108
ASE_00297 0.49 0.50 0.49 49 52875 53 5 46 2 49
ASE_00298 0.47 0.45 0.50 51 67425 57 7 45 5 62
ASE_00318 0.63 0.60 0.65 71 80091 42 13 25 4 47
ASE_00328 0.41 0.41 0.40 46 72657 74 3 65 6 66
ASE_00332 0.53 0.51 0.55 71 81682 58 2 55 1 67
ASE_00335 0.48 0.47 0.50 54 75357 62 5 50 7 62
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00342 0.47 0.44 0.50 51 62379 51 2 49 0 64
ASE_00353 0.45 0.46 0.45 49 57860 61 11 50 0 58
ASE_00361 0.49 0.46 0.51 59 75351 59 7 49 3 68
ASE_00362 0.62 0.62 0.63 56 48116 36 6 27 3 35
ASE_00363 0.54 0.55 0.53 52 51262 46 5 41 0 42
ASE_00364 0.31 0.30 0.31 32 54183 74 7 63 4 73
ASE_00366 0.52 0.54 0.50 53 58546 57 10 44 3 45
ASE_00367 0.32 0.34 0.31 29 42978 64 8 56 0 57
ASE_00369 0.68 0.67 0.69 72 55840 39 2 31 6 35
ASE_00370 0.65 0.63 0.67 53 41826 27 5 21 1 31
ASE_00372 0.70 0.69 0.72 69 51907 31 5 22 4 31
ASE_00374 0.56 0.56 0.56 49 44763 38 8 30 0 39
ASE_00376 0.52 0.50 0.54 53 56855 48 4 41 3 52
ASE_00377 0.68 0.66 0.70 71 57529 37 4 26 7 36
ASE_00379 0.44 0.44 0.45 39 45969 56 7 41 8 50
ASE_00382 0.66 0.65 0.67 55 41823 30 6 21 3 29
ASE_00383 0.46 0.44 0.48 46 54520 54 5 44 5 59
ASE_00384 0.76 0.75 0.78 69 48427 25 3 17 5 23
ASE_00386 0.53 0.53 0.53 51 50306 51 4 42 5 45
ASE_00387 0.41 0.41 0.41 43 55840 62 6 56 0 61
ASE_00388 0.70 0.70 0.70 62 45665 29 2 24 3 27
ASE_00390 0.47 0.46 0.49 39 42115 51 3 38 10 46
ASE_00393 0.37 0.35 0.39 33 47811 57 2 49 6 60
ASE_00394 0.72 0.72 0.73 67 46879 29 3 22 4 26
ASE_00395 0.69 0.68 0.70 57 41535 33 2 22 9 27
ASE_00396 0.41 0.41 0.40 34 41532 56 11 39 6 49
ASE_00397 0.45 0.46 0.45 48 54508 59 8 51 0 57
ASE_00398 0.64 0.62 0.66 64 55848 36 1 32 3 40
ASE_00400 0.54 0.53 0.55 56 57868 47 2 44 1 50
ASE_00401 0.54 0.56 0.53 70 76897 61 13 48 0 56
ASE_00402 0.45 0.45 0.46 38 42404 50 5 39 6 47
ASE_00403 0.35 0.35 0.36 37 55843 68 4 61 3 70
ASE_00404 0.55 0.54 0.57 46 42990 42 0 35 7 39
ASE_00406 0.71 0.69 0.74 65 48740 27 8 15 4 29
ASE_00411 0.35 0.36 0.34 32 49361 62 11 51 0 57
ASE_00412 0.46 0.45 0.48 47 58214 51 8 42 1 58
ASE_00413 0.39 0.42 0.36 34 44457 60 14 46 0 47
ASE_00415 0.45 0.45 0.45 46 54843 59 6 51 2 57
ASE_00416 0.69 0.67 0.72 85 77303 41 3 30 8 42
ASE_00419 0.74 0.72 0.77 74 54850 26 5 17 4 29
ASE_00422 0.70 0.68 0.72 64 46882 33 5 20 8 30
ASE_00423 0.55 0.54 0.55 59 56846 51 7 41 3 50
ASE_00428 0.53 0.51 0.55 64 76520 56 5 47 4 61
ASE_00430 0.63 0.62 0.65 60 46879 40 5 27 8 37
ASE_00437 0.42 0.40 0.44 54 79277 70 4 66 0 81
ASE_00441 0.78 0.74 0.81 83 64159 31 3 16 12 29
ASE_00448 0.22 0.22 0.23 25 64150 92 6 80 6 87
ASE_00451 0.49 0.46 0.52 58 70765 56 3 50 3 67
RFA_00599 0.66 0.70 0.63 78 101351 65 17 29 19 33
RFA_00601 0.47 0.49 0.44 56 99109 88 22 48 18 58
RFA_00602 0.52 0.55 0.50 64 101347 87 16 48 23 52
TMR_00017 0.39 0.40 0.38 41 67053 73 15 52 6 61
TMR_00018 0.12 0.13 0.12 12 64521 93 11 76 6 80
TMR_00038 0.25 0.25 0.25 28 71141 88 12 72 4 82
TMR_00042 0.24 0.24 0.24 24 62735 79 9 67 3 74
TMR_00046 0.54 0.56 0.53 54 62733 51 11 37 3 42
TMR_00048 0.33 0.35 0.31 33 64873 79 9 65 5 62
TMR_00080 0.55 0.56 0.53 54 70398 51 16 32 3 42
TMR_00082 0.59 0.58 0.59 56 67801 44 12 27 5 40
TMR_00123 0.49 0.49 0.51 49 66333 53 10 38 5 52
TMR_00137 0.25 0.27 0.24 24 60976 79 19 56 4 65
TMR_00142 0.56 0.61 0.53 62 70758 56 22 34 0 40
TMR_00207 0.36 0.35 0.36 36 72291 70 5 58 7 67
TMR_00257 0.25 0.24 0.26 24 67068 73 8 61 4 74
TMR_00271 0.49 0.48 0.50 44 64173 53 9 35 9 47
TMR_00332 0.39 0.38 0.39 38 67064 63 10 49 4 61
TMR_00366 0.28 0.28 0.28 28 67797 84 12 59 13 72
TMR_00378 0.28 0.30 0.27 29 67790 88 7 70 11 68
TMR_00399 0.16 0.17 0.15 16 64871 97 27 66 4 78
TMR_00404 0.49 0.52 0.46 48 67424 67 10 46 11 44
TMR_00427 0.31 0.31 0.31 30 67432 71 11 55 5 67
TMR_00443 0.44 0.44 0.44 46 67057 60 14 44 2 58
TMR_00451 0.17 0.19 0.16 17 63441 88 16 72 0 72
TMR_00458 0.24 0.24 0.24 22 63454 78 7 63 8 71
TMR_00469 0.39 0.41 0.38 41 64511 68 11 57 0 59
TMR_00472 0.38 0.40 0.36 39 64511 73 24 46 3 58
TMR_00519 0.14 0.15 0.13 14 63083 103 16 77 10 81
TMR_00520 0.42 0.43 0.41 43 63084 72 17 46 9 56
TMR_00522 0.36 0.36 0.36 35 63093 71 11 51 9 62
TMR_00528 0.13 0.13 0.12 13 63081 106 12 84 10 84
TMR_00540 0.37 0.37 0.37 38 73433 74 8 57 9 66
TMR_00568 0.59 0.59 0.60 58 60630 47 3 35 9 41
TMR_00571 0.59 0.60 0.58 59 60624 48 8 35 5 40
TMR_00580 0.53 0.53 0.54 53 60627 55 15 31 9 47
TMR_00584 0.40 0.42 0.38 41 60967 73 8 59 6 56
TMR_00586 0.23 0.25 0.21 24 60962 90 19 70 1 73
TMR_00616 0.36 0.37 0.36 37 67057 72 18 49 5 62
TMR_00699 0.22 0.23 0.22 23 67056 84 11 71 2 79
TMR_00702 0.16 0.16 0.16 16 67059 90 10 76 4 84
TMR_00703 0.31 0.31 0.30 31 67426 75 14 57 4 68

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