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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 Contrafold - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(20) Contrafold
MCC 0.626 > 0.601
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017 > 0.600 ± 0.020
Sensitivity 0.551 < 0.576
Positive Predictive Value 0.712 > 0.628
Total TP 11808 < 12335
Total TN 12417413 > 12414368
Total FP 5988 < 8481
Total FP CONTRA 910 < 1069
Total FP INCONS 3875 < 6234
Total FP COMP 1203 > 1178
Total FN 9607 > 9080
P-value 3.56938820447e-08

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Performance plots


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

  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 Contrafold).

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

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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 Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP 12335
Total TN 12414368
Total FP 8481
Total FP CONTRA 1069
Total FP INCONS 6234
Total FP COMP 1178
Total FN 9080
Total Scores
MCC 0.601
Average MCC ± 95% Confidence Intervals 0.600 ± 0.020
Sensitivity 0.576
Positive Predictive Value 0.628
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.68 0.72 66 47803 28 5 21 2 31
ASE_00005 0.62 0.56 0.69 65 57876 30 0 29 1 52
ASE_00006 0.52 0.52 0.53 48 47495 47 7 36 4 45
ASE_00007 0.53 0.49 0.57 54 59591 45 1 39 5 56
ASE_00012 0.54 0.50 0.58 61 73815 53 2 42 9 62
ASE_00018 0.62 0.59 0.66 79 80481 42 2 39 1 55
ASE_00020 0.68 0.62 0.74 78 73815 31 1 26 4 48
ASE_00021 0.65 0.61 0.69 97 104056 50 3 40 7 63
ASE_00022 0.33 0.31 0.35 39 82918 77 2 69 6 85
ASE_00028 0.69 0.66 0.72 83 84551 44 4 28 12 43
ASE_00035 0.40 0.36 0.43 43 70401 62 4 52 6 75
ASE_00037 0.60 0.53 0.69 58 59256 28 1 25 2 52
ASE_00038 0.54 0.50 0.58 51 53540 41 6 31 4 50
ASE_00040 0.14 0.14 0.15 19 78875 114 8 101 5 114
ASE_00041 0.67 0.61 0.73 66 57539 29 2 23 4 42
ASE_00042 0.57 0.54 0.60 79 89969 57 2 50 5 66
ASE_00044 0.68 0.67 0.69 70 54513 37 5 27 5 35
ASE_00064 0.60 0.56 0.65 50 45374 37 2 25 10 39
ASE_00068 0.69 0.61 0.79 52 37609 14 1 13 0 33
ASE_00074 0.49 0.49 0.50 58 67781 59 7 50 2 61
ASE_00075 0.74 0.69 0.80 111 108673 34 3 24 7 51
ASE_00077 0.73 0.67 0.78 58 45076 22 3 13 6 28
ASE_00078 0.73 0.66 0.81 55 43003 20 0 13 7 28
ASE_00080 0.59 0.57 0.61 70 71517 49 6 38 5 53
ASE_00081 0.61 0.58 0.64 56 49682 34 5 27 2 41
ASE_00082 0.79 0.72 0.87 83 70405 24 1 11 12 33
ASE_00083 0.76 0.71 0.81 78 62385 25 0 18 7 32
ASE_00084 0.74 0.73 0.76 72 53533 30 2 21 7 27
ASE_00087 0.74 0.72 0.76 103 88275 33 4 28 1 41
ASE_00090 0.67 0.67 0.66 68 55508 43 4 31 8 33
ASE_00092 0.82 0.80 0.85 90 63440 23 6 10 7 23
ASE_00099 0.53 0.51 0.55 61 64510 51 5 44 2 59
ASE_00104 0.71 0.69 0.73 82 64148 33 4 27 2 37
ASE_00105 0.53 0.50 0.57 55 64165 49 7 34 8 56
ASE_00107 0.69 0.68 0.70 86 73030 38 4 33 1 41
ASE_00115 0.69 0.69 0.69 70 54513 40 6 26 8 31
ASE_00118 0.64 0.62 0.66 63 60631 35 4 28 3 39
ASE_00119 0.73 0.72 0.74 78 62729 31 3 25 3 30
ASE_00123 0.57 0.54 0.61 46 38427 34 4 26 4 39
ASE_00125 0.76 0.70 0.82 62 39264 22 3 11 8 26
ASE_00126 0.61 0.59 0.64 48 40395 34 2 25 7 34
ASE_00128 0.79 0.72 0.88 72 53219 16 1 9 6 28
ASE_00129 0.70 0.66 0.74 73 62737 30 1 24 5 38
ASE_00131 0.71 0.65 0.79 55 39270 25 1 14 10 30
ASE_00134 0.43 0.41 0.46 39 50318 50 3 43 4 56
ASE_00135 0.63 0.57 0.69 62 63100 35 1 27 7 47
ASE_00136 0.60 0.54 0.66 50 48129 37 1 25 11 42
ASE_00137 0.79 0.76 0.82 74 48426 20 4 12 4 24
ASE_00138 0.59 0.56 0.63 45 40399 27 7 19 1 36
ASE_00140 0.76 0.70 0.83 88 70770 19 3 15 1 37
ASE_00142 0.60 0.59 0.62 72 67045 50 5 39 6 50
ASE_00146 0.50 0.48 0.53 60 70762 55 7 47 1 64
ASE_00153 0.41 0.42 0.40 31 57553 80 7 39 34 42
ASE_00163 0.34 0.32 0.37 30 53219 62 4 48 10 63
ASE_00165 0.71 0.66 0.77 67 52888 21 4 16 1 34
ASE_00170 0.65 0.61 0.70 57 48746 26 4 21 1 36
ASE_00171 0.74 0.71 0.77 67 48429 24 5 15 4 27
ASE_00172 0.83 0.77 0.88 82 58903 15 2 9 4 24
ASE_00174 0.62 0.58 0.66 63 60979 34 7 26 1 46
ASE_00175 0.35 0.34 0.36 36 59932 73 3 60 10 71
ASE_00179 0.75 0.69 0.81 58 44181 21 3 11 7 26
ASE_00180 0.77 0.71 0.85 71 51276 18 4 9 5 29
ASE_00181 0.44 0.42 0.46 45 57532 55 5 48 2 61
ASE_00182 0.66 0.63 0.70 86 84132 38 2 35 1 50
ASE_00183 0.71 0.70 0.72 79 61315 40 2 29 9 34
ASE_00184 0.76 0.77 0.75 79 54509 30 5 22 3 23
ASE_00185 0.74 0.69 0.80 88 73426 28 2 20 6 40
ASE_00186 0.75 0.72 0.79 95 78882 35 3 23 9 37
ASE_00190 0.53 0.46 0.61 41 45384 33 3 23 7 49
ASE_00197 0.62 0.59 0.66 85 89125 49 3 40 6 60
ASE_00198 0.71 0.69 0.73 70 52554 30 4 22 4 32
ASE_00203 0.78 0.74 0.82 71 46578 22 4 12 6 25
ASE_00212 0.68 0.64 0.71 95 93828 46 3 35 8 53
ASE_00214 0.80 0.78 0.82 80 56183 27 3 14 10 23
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.58 0.59 0.58 48 39257 36 9 26 1 34
ASE_00217 0.42 0.39 0.46 35 40394 47 2 39 6 55
ASE_00221 0.66 0.60 0.72 70 64523 31 1 26 4 47
ASE_00228 0.79 0.78 0.80 67 46887 20 8 9 3 19
ASE_00229 0.67 0.64 0.71 56 42407 28 4 19 5 31
ASE_00231 0.77 0.75 0.79 72 47804 20 3 16 1 24
ASE_00232 0.64 0.64 0.64 54 38418 33 10 21 2 30
ASE_00234 0.55 0.50 0.60 64 75360 47 3 39 5 65
ASE_00238 0.68 0.62 0.75 71 64166 26 1 23 2 43
ASE_00241 0.79 0.74 0.85 64 43881 17 2 9 6 23
ASE_00242 0.76 0.72 0.79 81 60973 24 6 15 3 31
ASE_00248 0.62 0.58 0.67 66 62383 36 1 31 4 48
ASE_00254 0.77 0.73 0.81 60 36782 20 5 9 6 22
ASE_00255 0.64 0.62 0.67 80 74571 46 4 36 6 50
ASE_00257 0.77 0.74 0.81 72 50951 21 2 15 4 25
ASE_00263 0.56 0.56 0.57 67 70383 50 4 46 0 53
ASE_00267 0.49 0.47 0.52 41 45071 44 3 35 6 47
ASE_00270 0.72 0.70 0.75 89 72271 33 3 27 3 39
ASE_00274 0.48 0.47 0.51 48 55516 49 6 41 2 55
ASE_00277 0.61 0.59 0.63 54 48119 35 5 27 3 37
ASE_00279 0.52 0.51 0.53 52 53202 48 8 39 1 49
ASE_00280 0.61 0.58 0.64 57 51914 35 4 28 3 41
ASE_00281 0.70 0.65 0.75 57 44475 26 1 18 7 31
ASE_00282 0.49 0.47 0.51 60 77698 59 9 48 2 67
ASE_00283 0.64 0.63 0.66 67 61674 41 4 31 6 40
ASE_00284 0.65 0.63 0.67 68 58209 40 6 28 6 40
ASE_00285 0.83 0.79 0.87 96 68896 23 3 11 9 26
ASE_00286 0.73 0.70 0.77 64 46582 24 1 18 5 28
ASE_00287 0.68 0.65 0.72 67 54853 32 3 23 6 36
ASE_00292 0.59 0.53 0.66 73 81699 43 2 36 5 65
ASE_00294 0.73 0.68 0.78 116 114333 36 3 29 4 55
ASE_00296 0.55 0.54 0.57 78 91670 61 5 53 3 67
ASE_00297 0.68 0.67 0.68 66 52878 37 5 26 6 32
ASE_00298 0.28 0.27 0.29 31 67422 79 7 68 4 82
ASE_00318 0.63 0.60 0.66 71 80093 40 12 24 4 47
ASE_00328 0.63 0.59 0.67 66 72673 41 5 27 9 46
ASE_00332 0.56 0.55 0.58 76 81678 60 2 54 4 62
ASE_00335 0.62 0.57 0.68 66 75369 44 2 29 13 50
ASE_00340 0.47 0.45 0.49 38 45978 44 4 36 4 47
ASE_00342 0.67 0.64 0.70 74 62376 33 4 27 2 41
ASE_00353 0.77 0.75 0.78 80 57868 29 1 21 7 27
ASE_00361 0.64 0.61 0.67 77 75351 42 8 30 4 50
ASE_00362 0.60 0.59 0.60 54 48115 38 2 34 2 37
ASE_00363 0.78 0.77 0.80 72 51270 25 1 17 7 22
ASE_00364 0.74 0.71 0.77 75 54187 33 3 20 10 30
ASE_00366 0.37 0.38 0.36 37 58550 68 7 59 2 61
ASE_00367 0.50 0.50 0.50 43 42985 49 8 35 6 43
ASE_00369 0.75 0.72 0.78 77 55846 28 1 21 6 30
ASE_00370 0.63 0.63 0.62 53 41820 35 4 28 3 31
ASE_00372 0.70 0.68 0.72 68 51908 33 4 23 6 32
ASE_00374 0.74 0.73 0.74 64 44764 23 5 17 1 24
ASE_00376 0.61 0.60 0.63 63 56853 41 4 33 4 42
ASE_00377 0.77 0.76 0.78 81 57526 29 4 19 6 26
ASE_00379 0.60 0.58 0.63 52 45973 39 4 27 8 37
ASE_00382 0.58 0.56 0.59 47 41826 36 6 26 4 37
ASE_00383 0.74 0.72 0.75 76 54514 32 3 22 7 29
ASE_00384 0.78 0.76 0.80 70 48428 22 2 16 4 22
ASE_00386 0.67 0.66 0.68 63 50310 36 1 29 6 33
ASE_00387 0.69 0.65 0.73 68 55852 27 1 24 2 36
ASE_00388 0.72 0.67 0.78 60 45676 22 1 16 5 29
ASE_00390 0.65 0.64 0.67 54 42114 37 3 24 10 31
ASE_00393 0.72 0.68 0.77 63 47813 26 2 17 7 30
ASE_00394 0.80 0.80 0.81 74 46880 20 4 13 3 19
ASE_00395 0.68 0.68 0.69 57 41533 29 5 21 3 27
ASE_00396 0.56 0.54 0.58 45 41538 34 2 31 1 38
ASE_00397 0.64 0.64 0.65 67 54512 41 6 30 5 38
ASE_00398 0.68 0.63 0.74 65 55857 30 1 22 7 39
ASE_00400 0.66 0.63 0.70 67 57874 31 1 28 2 39
ASE_00401 0.63 0.63 0.64 79 76904 46 7 38 1 47
ASE_00402 0.78 0.74 0.83 63 42410 18 1 12 5 22
ASE_00403 0.39 0.36 0.41 39 55850 61 3 53 5 68
ASE_00404 0.54 0.53 0.55 45 42989 38 2 35 1 40
ASE_00406 0.72 0.71 0.74 67 48737 29 6 18 5 27
ASE_00411 0.56 0.53 0.59 47 49376 34 7 25 2 42
ASE_00412 0.63 0.59 0.67 62 58218 40 4 27 9 43
ASE_00413 0.49 0.48 0.50 39 44473 43 10 29 4 42
ASE_00415 0.54 0.52 0.56 54 54849 50 3 40 7 49
ASE_00416 0.61 0.58 0.63 74 77304 51 5 38 8 53
ASE_00419 0.77 0.77 0.78 79 54845 24 9 13 2 24
ASE_00422 0.68 0.67 0.68 63 46879 34 5 24 5 31
ASE_00423 0.67 0.66 0.68 72 56847 36 7 27 2 37
ASE_00428 0.67 0.62 0.73 78 76529 38 2 27 9 47
ASE_00430 0.69 0.68 0.70 66 46877 35 5 23 7 31
ASE_00437 0.46 0.41 0.52 55 79296 53 1 49 3 80
ASE_00441 0.82 0.76 0.89 85 64166 20 2 8 10 27
ASE_00448 0.40 0.38 0.42 42 64162 65 8 49 8 70
ASE_00451 0.74 0.69 0.79 86 70767 24 2 21 1 39
RFA_00599 0.71 0.73 0.70 81 101359 59 10 25 24 30
RFA_00601 0.33 0.36 0.30 41 99097 108 37 60 11 73
RFA_00602 0.63 0.67 0.58 78 101341 68 25 31 12 38
TMR_00017 0.49 0.44 0.54 45 67078 42 5 33 4 57
TMR_00018 0.38 0.37 0.40 34 64535 55 13 38 4 58
TMR_00038 0.26 0.25 0.26 28 71146 85 15 64 6 82
TMR_00042 0.29 0.30 0.29 29 62736 74 13 57 4 69
TMR_00046 0.60 0.58 0.62 56 62745 44 6 28 10 40
TMR_00048 0.40 0.41 0.40 39 64882 69 13 46 10 56
TMR_00080 0.43 0.42 0.44 40 70410 50 15 35 0 56
TMR_00082 0.29 0.28 0.30 27 67807 64 9 53 2 69
TMR_00123 0.53 0.51 0.55 52 66335 52 4 39 9 49
TMR_00137 0.37 0.34 0.41 30 61001 53 6 38 9 59
TMR_00142 0.57 0.58 0.56 59 70771 61 13 33 15 43
TMR_00207 0.43 0.40 0.48 41 72304 50 5 40 5 62
TMR_00257 0.25 0.22 0.27 22 67080 65 2 57 6 76
TMR_00271 0.64 0.62 0.67 56 64177 40 6 22 12 35
TMR_00332 0.45 0.40 0.50 40 67081 45 2 38 5 59
TMR_00366 0.52 0.50 0.53 50 67802 55 12 32 11 50
TMR_00378 0.24 0.25 0.24 24 67797 86 17 58 11 73
TMR_00399 0.44 0.43 0.47 40 64894 52 16 30 6 54
TMR_00404 0.56 0.58 0.55 53 67431 62 11 33 18 39
TMR_00427 0.45 0.42 0.48 41 67443 49 10 34 5 56
TMR_00443 0.57 0.51 0.65 53 67079 36 6 23 7 51
TMR_00451 0.19 0.19 0.18 17 63453 80 18 58 4 72
TMR_00458 0.32 0.30 0.35 28 63465 60 11 42 7 65
TMR_00469 0.53 0.53 0.53 53 64520 51 13 34 4 47
TMR_00472 0.64 0.64 0.64 62 64523 43 12 23 8 35
TMR_00519 0.33 0.32 0.35 30 63105 69 8 47 14 65
TMR_00520 0.44 0.41 0.48 41 63104 56 9 36 11 58
TMR_00522 0.36 0.35 0.38 34 63100 65 12 44 9 63
TMR_00528 0.36 0.36 0.35 35 63091 75 20 44 11 62
TMR_00540 0.35 0.35 0.36 36 73436 76 10 54 12 68
TMR_00568 0.51 0.51 0.53 50 60631 51 6 39 6 49
TMR_00571 0.65 0.64 0.66 63 60631 44 7 25 12 36
TMR_00580 0.41 0.41 0.41 41 60625 63 15 45 3 59
TMR_00584 0.63 0.61 0.65 59 60984 45 3 29 13 38
TMR_00586 0.41 0.41 0.41 40 60977 63 11 47 5 57
TMR_00616 0.42 0.41 0.42 41 67063 65 12 45 8 58
TMR_00699 0.67 0.62 0.72 63 67074 29 4 20 5 39
TMR_00702 0.36 0.32 0.40 32 67081 57 5 43 9 68
TMR_00703 0.59 0.56 0.62 55 67439 43 6 28 9 44

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