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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 Fold - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(20) Fold
MCC 0.626 > 0.550
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017 > 0.549 ± 0.021
Sensitivity 0.551 > 0.541
Positive Predictive Value 0.712 > 0.560
Total TP 11808 > 11577
Total TN 12417413 > 12413347
Total FP 5988 < 10321
Total FP CONTRA 910 < 1205
Total FP INCONS 3875 < 7877
Total FP COMP 1203 < 1239
Total FN 9607 < 9838
P-value 3.56938820447e-08

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Performance plots


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

  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 Fold).

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

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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 Fold - scored lower in this pairwise comparison

1. Total counts & total scores for Fold

Total Base Pair Counts
Total TP 11577
Total TN 12413347
Total FP 10321
Total FP CONTRA 1205
Total FP INCONS 7877
Total FP COMP 1239
Total FN 9838
Total Scores
MCC 0.550
Average MCC ± 95% Confidence Intervals 0.549 ± 0.021
Sensitivity 0.541
Positive Predictive Value 0.560
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.68 0.68 0.69 66 47799 34 9 21 4 31
ASE_00005 0.73 0.68 0.78 80 57868 29 0 22 7 37
ASE_00006 0.49 0.51 0.48 47 47488 55 11 40 4 46
ASE_00007 0.53 0.52 0.54 57 59579 56 2 47 7 53
ASE_00012 0.35 0.34 0.35 42 73801 81 7 70 4 81
ASE_00018 0.54 0.51 0.56 69 80478 56 1 53 2 65
ASE_00020 0.56 0.54 0.58 68 73803 52 8 41 3 58
ASE_00021 0.63 0.59 0.68 94 104057 52 4 41 7 66
ASE_00022 0.28 0.27 0.29 34 82911 86 6 77 3 90
ASE_00028 0.72 0.70 0.75 88 84548 39 6 24 9 38
ASE_00035 0.24 0.24 0.24 28 70384 91 9 79 3 90
ASE_00037 0.37 0.35 0.39 39 59239 67 2 60 5 71
ASE_00038 0.43 0.43 0.44 43 53530 58 2 53 3 58
ASE_00040 0.48 0.46 0.50 61 78881 67 4 57 6 72
ASE_00041 0.44 0.42 0.46 45 57532 56 5 48 3 63
ASE_00042 0.44 0.41 0.46 60 89970 74 3 67 4 85
ASE_00044 0.73 0.73 0.73 77 54510 33 4 24 5 28
ASE_00064 0.37 0.38 0.36 34 45357 67 6 54 7 55
ASE_00068 0.51 0.48 0.53 41 37598 41 2 34 5 44
ASE_00074 0.48 0.47 0.49 56 67782 59 4 54 1 63
ASE_00075 0.65 0.61 0.69 99 108668 53 4 40 9 63
ASE_00077 0.57 0.56 0.58 48 45067 41 4 31 6 38
ASE_00078 0.76 0.76 0.76 63 42988 26 3 17 6 20
ASE_00080 0.55 0.54 0.57 66 71516 54 5 44 5 57
ASE_00081 0.51 0.52 0.52 50 49673 49 5 42 2 47
ASE_00082 0.77 0.73 0.81 85 70395 32 3 17 12 31
ASE_00083 0.59 0.58 0.60 64 62375 47 8 34 5 46
ASE_00084 0.59 0.60 0.58 59 53527 45 6 36 3 40
ASE_00087 0.76 0.72 0.80 103 88281 32 3 23 6 41
ASE_00090 0.66 0.66 0.65 67 55508 43 4 32 7 34
ASE_00092 0.50 0.50 0.50 56 63434 60 12 44 4 57
ASE_00099 0.66 0.63 0.70 75 64513 38 1 31 6 45
ASE_00104 0.73 0.67 0.78 80 64159 28 1 21 6 39
ASE_00105 0.39 0.38 0.41 42 64158 69 8 53 8 69
ASE_00107 0.64 0.62 0.67 79 73035 44 2 37 5 48
ASE_00115 0.68 0.68 0.68 69 54514 40 5 27 8 32
ASE_00118 0.32 0.31 0.33 32 60628 70 5 61 4 70
ASE_00119 0.81 0.81 0.82 87 62729 21 2 17 2 21
ASE_00123 0.53 0.51 0.55 43 38425 39 2 33 4 42
ASE_00125 0.71 0.66 0.77 58 39265 27 0 17 10 30
ASE_00126 0.63 0.63 0.62 52 40386 32 3 29 0 30
ASE_00128 0.66 0.64 0.68 64 53207 36 5 25 6 36
ASE_00129 0.70 0.68 0.74 75 62733 34 3 24 7 36
ASE_00131 0.61 0.58 0.64 49 39264 35 1 26 8 36
ASE_00134 0.41 0.42 0.41 40 50305 61 8 50 3 55
ASE_00135 0.49 0.48 0.50 52 63086 59 7 45 7 57
ASE_00136 0.73 0.71 0.76 65 48120 28 0 20 8 27
ASE_00137 0.76 0.74 0.77 73 48421 28 4 18 6 25
ASE_00138 0.49 0.48 0.51 39 40393 43 4 34 5 42
ASE_00140 0.68 0.64 0.73 80 70767 32 4 25 3 45
ASE_00142 0.68 0.66 0.71 80 67048 38 3 30 5 42
ASE_00146 0.60 0.56 0.64 69 70769 42 1 37 4 55
ASE_00153 0.57 0.60 0.54 44 57549 73 9 28 36 29
ASE_00163 0.33 0.31 0.34 29 53216 65 5 51 9 64
ASE_00165 0.43 0.43 0.44 43 52878 56 5 49 2 58
ASE_00170 0.79 0.76 0.83 71 48742 24 2 13 9 22
ASE_00171 0.56 0.55 0.58 52 48426 40 3 35 2 42
ASE_00172 0.60 0.60 0.60 64 58890 44 5 37 2 42
ASE_00174 0.49 0.49 0.50 53 60968 56 8 46 2 56
ASE_00175 0.71 0.69 0.73 74 59929 34 2 26 6 33
ASE_00179 0.49 0.50 0.48 42 44166 45 7 38 0 42
ASE_00180 0.56 0.54 0.58 54 51267 46 3 36 7 46
ASE_00181 0.60 0.59 0.61 63 57527 46 3 37 6 43
ASE_00182 0.57 0.55 0.59 75 84128 55 5 47 3 61
ASE_00183 0.71 0.67 0.75 76 61323 32 0 26 6 37
ASE_00184 0.70 0.70 0.70 71 54514 34 2 28 4 31
ASE_00185 0.77 0.73 0.82 94 73421 27 1 20 6 34
ASE_00186 0.68 0.67 0.69 88 78876 45 3 36 6 44
ASE_00190 0.59 0.57 0.62 51 45369 38 3 28 7 39
ASE_00197 0.59 0.57 0.63 82 89122 60 3 46 11 63
ASE_00198 0.78 0.73 0.83 74 52561 21 2 13 6 28
ASE_00203 0.72 0.71 0.73 68 46572 31 4 21 6 28
ASE_00212 0.59 0.57 0.60 85 93820 64 3 53 8 63
ASE_00214 0.75 0.74 0.76 76 56180 34 3 21 10 27
ASE_00215 0.60 0.58 0.62 57 48424 39 5 30 4 42
ASE_00216 0.27 0.28 0.26 23 39252 66 12 53 1 59
ASE_00217 0.31 0.30 0.33 27 40388 63 4 51 8 63
ASE_00221 0.55 0.52 0.59 61 64517 46 2 40 4 56
ASE_00228 0.52 0.53 0.52 46 46882 47 13 30 4 40
ASE_00229 0.72 0.70 0.73 61 42403 29 1 21 7 26
ASE_00231 0.45 0.45 0.46 43 47801 56 2 49 5 53
ASE_00232 0.66 0.67 0.65 56 38417 33 10 20 3 28
ASE_00234 0.54 0.50 0.58 65 75353 53 4 44 5 64
ASE_00238 0.68 0.65 0.71 74 64157 36 2 28 6 40
ASE_00241 0.69 0.69 0.68 60 43868 31 2 26 3 27
ASE_00242 0.49 0.48 0.50 54 60968 55 1 52 2 58
ASE_00248 0.38 0.35 0.40 40 62382 61 4 55 2 74
ASE_00254 0.29 0.29 0.30 24 36776 61 5 51 5 58
ASE_00255 0.51 0.50 0.52 65 74567 61 4 55 2 65
ASE_00257 0.49 0.47 0.50 46 50948 50 2 44 4 51
ASE_00263 0.57 0.58 0.58 69 70380 54 5 46 3 51
ASE_00267 0.65 0.63 0.68 55 45069 36 2 24 10 33
ASE_00270 0.82 0.79 0.85 101 72271 24 1 17 6 27
ASE_00274 0.42 0.41 0.43 42 55514 57 7 48 2 61
ASE_00277 0.42 0.43 0.41 39 48110 59 9 47 3 52
ASE_00279 0.49 0.48 0.51 48 53207 49 7 39 3 53
ASE_00280 0.52 0.50 0.53 49 51911 47 8 35 4 49
ASE_00281 0.79 0.75 0.83 66 44471 23 0 14 9 22
ASE_00282 0.44 0.44 0.44 56 77688 71 4 67 0 71
ASE_00283 0.71 0.68 0.74 73 61677 34 3 23 8 34
ASE_00284 0.68 0.66 0.71 71 58211 37 4 25 8 37
ASE_00285 0.81 0.76 0.86 93 68898 25 2 13 10 29
ASE_00286 0.39 0.38 0.40 35 46577 63 2 51 10 57
ASE_00287 0.71 0.68 0.74 70 54851 31 5 20 6 33
ASE_00292 0.44 0.42 0.46 58 81685 71 2 65 4 80
ASE_00294 0.60 0.56 0.64 96 114332 57 3 50 4 75
ASE_00296 0.42 0.41 0.44 59 91673 77 9 65 3 86
ASE_00297 0.48 0.50 0.47 49 52871 56 8 47 1 49
ASE_00298 0.52 0.50 0.54 56 67425 51 1 46 4 57
ASE_00318 0.64 0.64 0.65 75 80084 46 11 30 5 43
ASE_00328 0.68 0.65 0.72 73 72669 43 4 25 14 39
ASE_00332 0.48 0.46 0.50 64 81683 66 2 61 3 74
ASE_00335 0.39 0.39 0.40 45 75353 75 9 59 7 71
ASE_00340 0.75 0.74 0.76 63 45973 27 6 14 7 22
ASE_00342 0.62 0.58 0.67 67 62381 34 1 32 1 48
ASE_00353 0.56 0.56 0.56 60 57863 51 4 43 4 47
ASE_00361 0.52 0.51 0.53 65 75343 61 11 47 3 62
ASE_00362 0.59 0.59 0.59 54 48114 40 2 35 3 37
ASE_00363 0.55 0.55 0.55 52 51266 49 3 39 7 42
ASE_00364 0.74 0.72 0.76 76 54185 32 1 23 8 29
ASE_00366 0.41 0.42 0.40 41 58550 63 10 52 1 57
ASE_00367 0.50 0.52 0.48 45 42977 52 4 45 3 41
ASE_00369 0.61 0.61 0.61 65 55839 45 2 39 4 42
ASE_00370 0.54 0.55 0.53 46 41818 45 5 36 4 38
ASE_00372 0.69 0.69 0.70 69 51904 36 6 24 6 31
ASE_00374 0.68 0.67 0.69 59 44765 28 3 23 2 29
ASE_00376 0.60 0.59 0.61 62 56852 47 1 38 8 43
ASE_00377 0.72 0.70 0.74 75 57528 33 3 24 6 32
ASE_00379 0.48 0.47 0.49 42 45971 53 3 40 10 47
ASE_00382 0.67 0.67 0.68 56 41823 31 6 20 5 28
ASE_00383 0.43 0.42 0.44 44 54516 62 5 50 7 61
ASE_00384 0.58 0.58 0.58 53 48425 40 3 35 2 39
ASE_00386 0.51 0.51 0.51 49 50307 49 7 40 2 47
ASE_00387 0.58 0.56 0.60 58 55848 44 6 33 5 46
ASE_00388 0.59 0.56 0.63 50 45673 41 2 28 11 39
ASE_00390 0.62 0.60 0.64 51 42115 39 0 29 10 34
ASE_00393 0.49 0.47 0.51 44 47808 50 2 41 7 49
ASE_00394 0.77 0.75 0.79 70 46882 24 2 17 5 23
ASE_00395 0.64 0.65 0.63 55 41528 37 3 30 4 29
ASE_00396 0.53 0.53 0.53 44 41533 43 4 35 4 39
ASE_00397 0.75 0.72 0.78 76 54518 29 2 19 8 29
ASE_00398 0.61 0.58 0.64 60 55851 43 1 33 9 44
ASE_00400 0.64 0.62 0.67 66 57871 38 1 32 5 40
ASE_00401 0.59 0.60 0.59 75 76901 53 7 45 1 51
ASE_00402 0.76 0.74 0.79 63 42406 22 2 15 5 22
ASE_00403 0.67 0.64 0.70 68 55848 34 0 29 5 39
ASE_00404 0.42 0.41 0.44 35 42991 54 1 44 9 50
ASE_00406 0.80 0.77 0.83 72 48741 25 1 14 10 22
ASE_00411 0.47 0.46 0.48 41 49370 53 5 39 9 48
ASE_00412 0.46 0.46 0.47 48 58209 57 9 45 3 57
ASE_00413 0.55 0.58 0.53 47 44462 45 13 29 3 34
ASE_00415 0.66 0.65 0.66 67 54845 36 6 28 2 36
ASE_00416 0.64 0.62 0.66 79 77301 49 3 38 8 48
ASE_00419 0.74 0.74 0.75 76 54845 27 9 16 2 27
ASE_00422 0.78 0.77 0.79 72 46880 26 5 14 7 22
ASE_00423 0.58 0.58 0.59 63 56846 44 7 37 0 46
ASE_00428 0.77 0.74 0.80 93 76520 29 3 20 6 32
ASE_00430 0.71 0.70 0.72 68 46877 33 5 21 7 29
ASE_00437 0.44 0.41 0.47 56 79281 68 0 64 4 79
ASE_00441 0.81 0.77 0.86 86 64161 24 1 13 10 26
ASE_00448 0.23 0.23 0.23 26 64147 95 8 80 7 86
ASE_00451 0.64 0.61 0.67 76 70762 43 3 35 5 49
RFA_00599 0.73 0.74 0.72 82 101361 60 10 22 28 29
RFA_00601 0.42 0.46 0.39 52 99103 95 33 47 15 62
RFA_00602 0.60 0.63 0.57 73 101347 77 23 32 22 43
TMR_00017 0.56 0.55 0.58 56 67064 45 8 33 4 46
TMR_00018 0.41 0.42 0.40 39 64522 63 14 45 4 53
TMR_00038 0.12 0.13 0.11 14 71131 112 12 96 4 96
TMR_00042 0.34 0.35 0.34 34 62736 68 3 62 3 64
TMR_00046 0.27 0.28 0.26 27 62732 80 11 65 4 69
TMR_00048 0.23 0.24 0.22 23 64877 85 17 63 5 72
TMR_00080 0.61 0.61 0.61 59 70403 41 10 28 3 37
TMR_00082 0.67 0.67 0.68 64 67802 37 9 21 7 32
TMR_00123 0.44 0.45 0.44 45 66328 62 10 47 5 56
TMR_00137 0.16 0.17 0.15 15 60978 90 11 71 8 74
TMR_00142 0.49 0.51 0.48 52 70767 69 13 44 12 50
TMR_00207 0.30 0.30 0.30 31 72287 76 8 64 4 72
TMR_00257 0.27 0.28 0.26 27 67058 81 14 62 5 71
TMR_00271 0.63 0.62 0.65 56 64175 41 6 24 11 35
TMR_00332 0.48 0.48 0.48 48 67061 56 14 38 4 51
TMR_00366 0.46 0.46 0.46 46 67796 65 14 40 11 54
TMR_00378 0.29 0.30 0.28 29 67792 86 19 56 11 68
TMR_00399 0.27 0.29 0.26 27 64875 85 12 66 7 67
TMR_00404 0.37 0.40 0.34 37 67420 82 28 43 11 55
TMR_00427 0.27 0.28 0.26 27 67424 82 18 59 5 70
TMR_00443 0.53 0.50 0.55 52 67067 49 11 31 7 52
TMR_00451 0.18 0.19 0.17 17 63444 89 19 66 4 72
TMR_00458 0.49 0.49 0.48 46 63451 56 10 39 7 47
TMR_00469 0.34 0.34 0.33 34 64518 77 10 58 9 66
TMR_00472 0.48 0.49 0.47 48 64518 67 11 43 13 49
TMR_00519 0.18 0.20 0.17 19 63079 102 18 74 10 76
TMR_00520 0.48 0.48 0.48 48 63091 61 15 36 10 51
TMR_00522 0.38 0.39 0.38 38 63089 72 15 48 9 59
TMR_00528 0.30 0.29 0.30 28 63098 74 15 49 10 69
TMR_00540 0.45 0.44 0.47 46 73438 66 11 41 14 58
TMR_00568 0.35 0.34 0.36 34 60632 66 5 55 6 65
TMR_00571 0.61 0.60 0.63 59 60632 48 5 30 13 40
TMR_00580 0.67 0.65 0.70 65 60633 40 3 25 12 35
TMR_00584 0.61 0.60 0.62 58 60981 48 3 33 12 39
TMR_00586 0.48 0.49 0.47 48 60973 63 8 46 9 49
TMR_00616 0.33 0.34 0.32 34 67054 78 16 57 5 65
TMR_00699 0.55 0.53 0.57 54 67067 45 6 34 5 48
TMR_00702 0.45 0.44 0.46 44 67066 55 15 36 4 56
TMR_00703 0.49 0.49 0.49 49 67428 56 12 39 5 50

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