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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of ContextFold - scored higher in this pairwise comparison

  4. Performance of RNAalifold(20) - scored lower in this pairwise comparison

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


Overview

Metric ContextFold RNAalifold(20)
MCC 0.840 > 0.660
Average MCC ± 95% Confidence Intervals 0.841 ± 0.017 > 0.661 ± 0.013
Sensitivity 0.791 > 0.532
Positive Predictive Value 0.892 > 0.819
Total TP 16945 > 11393
Total TN 12415018 < 12420099
Total FP 2416 < 2840
Total FP CONTRA 364 < 477
Total FP INCONS 1679 < 2037
Total FP COMP 373 > 326
Total FN 4470 < 10022
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of ContextFold and RNAalifold(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 ContextFold and RNAalifold(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 ContextFold and RNAalifold(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for ContextFold and RNAalifold(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 ContextFold and RNAalifold(20)).

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Performance of ContextFold - scored higher in this pairwise comparison

1. Total counts & total scores for ContextFold

Total Base Pair Counts
Total TP 16945
Total TN 12415018
Total FP 2416
Total FP CONTRA 364
Total FP INCONS 1679
Total FP COMP 373
Total FN 4470
Total Scores
MCC 0.840
Average MCC ± 95% Confidence Intervals 0.841 ± 0.017
Sensitivity 0.791
Positive Predictive Value 0.892
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.88 0.86 0.90 83 47803 9 1 8 0 14
ASE_00005 0.91 0.85 0.98 99 57869 2 0 2 0 18
ASE_00006 0.89 0.87 0.90 81 47496 9 1 8 0 12
ASE_00007 0.91 0.86 0.97 95 59587 3 0 3 0 15
ASE_00012 0.69 0.63 0.75 78 73816 29 3 23 3 45
ASE_00018 0.88 0.84 0.93 112 80480 9 0 9 0 22
ASE_00020 0.76 0.71 0.81 89 73810 21 1 20 0 37
ASE_00021 0.87 0.79 0.95 126 104064 10 0 6 4 34
ASE_00022 0.89 0.80 1.00 99 82929 5 0 0 5 25
ASE_00028 0.86 0.76 0.96 96 84566 8 1 3 4 30
ASE_00035 0.75 0.65 0.86 77 70410 15 1 12 2 41
ASE_00037 0.88 0.80 0.98 88 59250 2 0 2 0 22
ASE_00038 0.94 0.89 1.00 90 53538 0 0 0 0 11
ASE_00040 0.88 0.81 0.96 108 78891 7 0 4 3 25
ASE_00041 0.88 0.81 0.97 87 57540 5 0 3 2 21
ASE_00042 0.82 0.74 0.91 108 89981 14 1 10 3 37
ASE_00044 0.92 0.87 0.97 91 54521 6 0 3 3 14
ASE_00064 0.95 0.91 1.00 81 45370 1 0 0 1 8
ASE_00068 0.82 0.75 0.90 64 37604 7 0 7 0 21
ASE_00074 0.95 0.90 1.00 107 67789 0 0 0 0 12
ASE_00075 0.83 0.74 0.94 120 108683 12 1 7 4 42
ASE_00077 0.88 0.84 0.94 72 45073 5 1 4 0 14
ASE_00078 0.88 0.88 0.89 73 42989 10 3 6 1 10
ASE_00080 0.79 0.74 0.84 91 71523 21 0 17 4 32
ASE_00081 0.92 0.86 1.00 83 49687 0 0 0 0 14
ASE_00082 0.93 0.86 1.00 100 70400 8 0 0 8 16
ASE_00083 0.80 0.77 0.83 85 62379 20 0 17 3 25
ASE_00084 0.93 0.89 0.97 88 53537 3 1 2 0 11
ASE_00087 0.89 0.81 0.98 116 88292 2 0 2 0 28
ASE_00090 0.84 0.83 0.86 84 55513 14 1 13 0 17
ASE_00092 0.94 0.91 0.97 103 63440 3 1 2 0 10
ASE_00099 0.92 0.85 1.00 102 64518 0 0 0 0 18
ASE_00104 0.92 0.85 1.00 101 64160 0 0 0 0 18
ASE_00105 0.74 0.65 0.84 72 64175 14 0 14 0 39
ASE_00107 0.93 0.87 1.00 111 73042 0 0 0 0 16
ASE_00115 0.96 0.93 0.99 94 54520 5 0 1 4 7
ASE_00118 0.80 0.76 0.85 78 60634 15 1 13 1 24
ASE_00119 0.89 0.87 0.90 94 62731 10 1 9 0 14
ASE_00123 0.88 0.81 0.96 69 38431 3 0 3 0 16
ASE_00125 0.92 0.86 0.99 76 39263 1 0 1 0 12
ASE_00126 0.94 0.89 0.99 73 40396 1 0 1 0 9
ASE_00128 0.93 0.86 1.00 86 53215 0 0 0 0 14
ASE_00129 0.72 0.68 0.77 76 62736 23 1 22 0 35
ASE_00131 0.90 0.82 0.99 70 39269 1 0 1 0 15
ASE_00134 0.92 0.89 0.96 85 50314 4 0 4 0 10
ASE_00135 0.95 0.91 0.99 99 63090 6 0 1 5 10
ASE_00136 0.95 0.91 0.99 84 48120 1 0 1 0 8
ASE_00137 0.91 0.88 0.95 86 48425 5 1 4 0 12
ASE_00138 0.93 0.89 0.97 72 40396 2 0 2 0 9
ASE_00140 0.91 0.84 0.98 105 70769 2 2 0 0 20
ASE_00142 0.90 0.83 0.97 101 67057 5 0 3 2 21
ASE_00146 0.84 0.75 0.94 93 70777 7 1 5 1 31
ASE_00153 0.51 0.51 0.51 37 57558 68 6 29 33 36
ASE_00163 0.85 0.84 0.87 78 53211 16 3 9 4 15
ASE_00165 0.84 0.80 0.89 81 52884 11 3 7 1 20
ASE_00170 0.91 0.87 0.95 81 48743 6 0 4 2 12
ASE_00171 0.86 0.79 0.95 74 48438 4 0 4 0 20
ASE_00172 0.86 0.83 0.90 88 58898 11 2 8 1 18
ASE_00174 0.91 0.85 0.97 93 60979 4 0 3 1 16
ASE_00175 0.94 0.90 0.98 96 59933 3 0 2 1 11
ASE_00179 0.82 0.76 0.89 64 44181 8 4 4 0 20
ASE_00180 0.93 0.87 1.00 87 51273 0 0 0 0 13
ASE_00181 0.93 0.90 0.96 95 57531 4 0 4 0 11
ASE_00182 0.91 0.85 0.97 116 84135 4 0 4 0 20
ASE_00183 0.83 0.81 0.85 91 61318 17 0 16 1 22
ASE_00184 0.96 0.93 0.99 95 54519 2 0 1 1 7
ASE_00185 0.92 0.87 0.98 111 73423 2 0 2 0 17
ASE_00186 0.89 0.86 0.93 113 78882 12 1 7 4 19
ASE_00190 0.86 0.81 0.91 73 45371 8 0 7 1 17
ASE_00197 0.77 0.73 0.82 106 89123 27 0 24 3 39
ASE_00198 0.95 0.90 1.00 92 52558 0 0 0 0 10
ASE_00203 0.94 0.90 0.99 86 46578 1 1 0 0 10
ASE_00212 0.86 0.82 0.90 122 93826 16 1 12 3 26
ASE_00214 0.95 0.91 0.99 94 56185 6 0 1 5 9
ASE_00215 0.92 0.85 1.00 84 48432 1 0 0 1 15
ASE_00216 0.91 0.88 0.94 72 39263 5 3 2 0 10
ASE_00217 0.83 0.74 0.93 67 40398 10 0 5 5 23
ASE_00221 0.76 0.68 0.84 80 64525 15 1 14 0 37
ASE_00228 0.85 0.83 0.87 71 46889 12 3 8 1 15
ASE_00229 0.91 0.87 0.94 76 42405 5 1 4 0 11
ASE_00231 0.94 0.92 0.97 88 47804 3 1 2 0 8
ASE_00232 0.96 0.93 1.00 78 38425 0 0 0 0 6
ASE_00234 0.78 0.73 0.83 94 75353 19 1 18 0 35
ASE_00238 0.94 0.90 0.98 103 64156 2 1 1 0 11
ASE_00241 0.96 0.93 0.99 81 43874 1 0 1 0 6
ASE_00242 0.92 0.89 0.95 100 60970 5 3 2 0 12
ASE_00248 0.93 0.87 0.99 99 62381 1 0 1 0 15
ASE_00254 0.90 0.85 0.95 70 36782 4 0 4 0 12
ASE_00255 0.81 0.75 0.89 97 74582 12 1 11 0 33
ASE_00257 0.96 0.93 1.00 90 50950 0 0 0 0 7
ASE_00263 0.88 0.85 0.92 102 70389 9 0 9 0 18
ASE_00267 0.96 0.92 1.00 81 45069 2 0 0 2 7
ASE_00270 0.91 0.86 0.96 110 72275 5 1 4 0 18
ASE_00274 0.89 0.83 0.96 86 55521 4 1 3 0 17
ASE_00277 0.81 0.78 0.85 71 48121 13 1 12 0 20
ASE_00279 0.92 0.86 0.98 87 53212 2 0 2 0 14
ASE_00280 0.86 0.82 0.90 80 51914 9 0 9 0 18
ASE_00281 0.95 0.91 1.00 80 44471 0 0 0 0 8
ASE_00282 0.88 0.83 0.95 105 77704 10 0 6 4 22
ASE_00283 0.90 0.86 0.95 92 61679 5 0 5 0 15
ASE_00284 0.95 0.91 1.00 98 58213 0 0 0 0 10
ASE_00285 0.86 0.80 0.92 97 68901 8 0 8 0 25
ASE_00286 0.88 0.85 0.92 78 46580 10 0 7 3 14
ASE_00287 0.93 0.86 1.00 89 54857 0 0 0 0 14
ASE_00292 0.71 0.66 0.76 91 81690 29 0 29 0 47
ASE_00294 0.90 0.83 0.97 142 114334 8 0 5 3 29
ASE_00296 0.84 0.79 0.90 115 91678 13 1 12 0 30
ASE_00297 0.87 0.84 0.90 82 52884 10 1 8 1 16
ASE_00298 0.72 0.68 0.76 77 67427 24 2 22 0 36
ASE_00318 0.76 0.68 0.86 80 80107 19 0 13 6 38
ASE_00328 0.91 0.86 0.97 96 72672 9 0 3 6 16
ASE_00332 0.65 0.62 0.69 85 81687 39 2 36 1 53
ASE_00335 0.82 0.74 0.91 86 75372 13 0 8 5 30
ASE_00340 0.79 0.75 0.82 64 45978 17 2 12 3 21
ASE_00342 0.91 0.86 0.96 99 62378 4 0 4 0 16
ASE_00353 0.95 0.92 0.99 98 57871 1 1 0 0 9
ASE_00361 0.94 0.88 1.00 112 75354 2 0 0 2 15
ASE_00362 0.88 0.86 0.90 78 48118 9 2 7 0 13
ASE_00363 0.95 0.91 0.98 86 51272 3 0 2 1 8
ASE_00364 0.90 0.86 0.95 90 54190 5 0 5 0 15
ASE_00366 0.79 0.77 0.81 75 58560 18 3 15 0 23
ASE_00367 0.90 0.84 0.96 72 42996 7 0 3 4 14
ASE_00369 0.96 0.93 1.00 99 55846 1 0 0 1 8
ASE_00370 0.94 0.90 0.99 76 41828 1 0 1 0 8
ASE_00372 0.84 0.81 0.88 81 51911 12 1 10 1 19
ASE_00374 0.88 0.88 0.90 77 44764 9 2 7 0 11
ASE_00376 0.88 0.85 0.92 89 56856 8 0 8 0 16
ASE_00377 0.95 0.93 0.98 99 57529 2 0 2 0 8
ASE_00379 0.90 0.87 0.94 77 45974 7 0 5 2 12
ASE_00382 0.96 0.93 0.99 78 41826 1 0 1 0 6
ASE_00383 0.93 0.87 1.00 91 54524 0 0 0 0 14
ASE_00384 0.95 0.90 1.00 83 48433 0 0 0 0 9
ASE_00386 0.85 0.81 0.90 78 50316 10 5 4 1 18
ASE_00387 0.89 0.86 0.93 89 55849 7 0 7 0 15
ASE_00388 0.94 0.89 1.00 79 45674 0 0 0 0 10
ASE_00390 0.93 0.89 0.97 76 42117 8 0 2 6 9
ASE_00393 0.89 0.84 0.94 78 47812 5 0 5 0 15
ASE_00394 0.96 0.91 1.00 85 46886 0 0 0 0 8
ASE_00395 0.98 0.95 1.00 80 41536 2 0 0 2 4
ASE_00396 0.91 0.88 0.95 73 41539 4 0 4 0 10
ASE_00397 0.94 0.89 0.99 93 54521 1 1 0 0 12
ASE_00398 0.72 0.65 0.80 68 55860 17 0 17 0 36
ASE_00400 0.85 0.79 0.91 84 57878 8 0 8 0 22
ASE_00401 0.85 0.81 0.90 102 76915 11 0 11 0 24
ASE_00402 0.90 0.87 0.94 74 42407 5 0 5 0 11
ASE_00403 0.85 0.79 0.90 85 55851 9 0 9 0 22
ASE_00404 0.90 0.86 0.95 73 42994 7 0 4 3 12
ASE_00406 0.97 0.94 1.00 88 48740 2 0 0 2 6
ASE_00411 0.82 0.81 0.83 72 49368 15 5 10 0 17
ASE_00412 0.87 0.81 0.94 85 58221 5 0 5 0 20
ASE_00413 0.90 0.90 0.90 73 44470 11 5 3 3 8
ASE_00415 0.89 0.85 0.93 88 54851 7 0 7 0 15
ASE_00416 0.92 0.88 0.96 112 77304 8 1 4 3 15
ASE_00419 0.96 0.93 0.98 96 54848 3 1 1 1 7
ASE_00422 0.92 0.88 0.97 83 46885 9 0 3 6 11
ASE_00423 0.92 0.87 0.97 95 56855 4 2 1 1 14
ASE_00428 0.87 0.82 0.92 102 76525 10 1 8 1 23
ASE_00430 0.95 0.91 1.00 88 46883 3 0 0 3 9
ASE_00437 0.75 0.67 0.83 91 79292 18 0 18 0 44
ASE_00441 0.93 0.87 0.99 97 64163 4 0 1 3 15
ASE_00448 0.91 0.85 0.97 95 64163 8 0 3 5 17
ASE_00451 0.91 0.85 0.97 106 70767 3 1 2 0 19
RFA_00599 0.27 0.27 0.27 30 101365 98 14 66 18 81
RFA_00601 0.33 0.35 0.32 40 99109 96 28 58 10 74
RFA_00602 0.52 0.53 0.51 61 101356 72 21 37 14 55
TMR_00017 0.84 0.76 0.93 78 67077 6 2 4 0 24
TMR_00018 0.77 0.73 0.82 67 64538 15 7 8 0 25
TMR_00038 0.73 0.66 0.81 73 71163 17 5 12 0 37
TMR_00042 0.54 0.47 0.62 46 62761 31 4 24 3 52
TMR_00046 0.54 0.51 0.58 49 62750 39 6 30 3 47
TMR_00048 0.52 0.48 0.55 46 64897 44 5 32 7 49
TMR_00080 0.60 0.59 0.61 57 70407 37 8 28 1 39
TMR_00082 0.70 0.64 0.77 61 67817 20 7 11 2 35
TMR_00123 0.88 0.79 0.99 80 66349 1 1 0 0 21
TMR_00137 0.75 0.66 0.86 59 61006 13 1 9 3 30
TMR_00142 0.57 0.52 0.63 53 70792 41 6 25 10 49
TMR_00207 0.75 0.68 0.83 70 72306 15 2 12 1 33
TMR_00257 0.78 0.70 0.86 69 67081 11 1 10 0 29
TMR_00271 0.66 0.62 0.71 56 64182 27 6 17 4 35
TMR_00332 0.78 0.70 0.88 69 67083 10 2 7 1 30
TMR_00366 0.51 0.48 0.54 48 67807 51 15 26 10 52
TMR_00378 0.52 0.49 0.55 48 67809 45 13 26 6 49
TMR_00399 0.55 0.53 0.56 50 64891 41 11 28 2 44
TMR_00404 0.70 0.70 0.70 64 67437 40 9 18 13 28
TMR_00427 0.70 0.66 0.74 64 67442 25 8 14 3 33
TMR_00443 0.87 0.77 0.99 80 67080 1 1 0 0 24
TMR_00451 0.69 0.62 0.77 55 63475 16 5 11 0 34
TMR_00458 0.73 0.68 0.79 63 63466 18 2 15 1 30
TMR_00469 0.79 0.74 0.84 74 64532 14 9 5 0 26
TMR_00472 0.72 0.67 0.77 65 64536 23 7 12 4 32
TMR_00519 0.72 0.65 0.79 62 63112 19 2 14 3 33
TMR_00520 0.72 0.67 0.78 66 63105 28 0 19 9 33
TMR_00522 0.64 0.61 0.67 59 63102 37 3 26 8 38
TMR_00528 0.77 0.70 0.85 68 63110 12 6 6 0 29
TMR_00540 0.74 0.67 0.80 70 73449 19 6 11 2 34
TMR_00568 0.69 0.63 0.76 62 60644 22 2 18 2 37
TMR_00571 0.61 0.57 0.66 56 60641 35 2 27 6 43
TMR_00580 0.68 0.65 0.71 65 60635 29 7 19 3 35
TMR_00584 0.80 0.73 0.88 71 60994 14 4 6 4 26
TMR_00586 0.68 0.64 0.73 62 60990 26 8 15 3 35
TMR_00616 0.63 0.62 0.65 61 67067 34 8 25 1 38
TMR_00699 0.80 0.75 0.85 76 67072 13 3 10 0 26
TMR_00702 0.77 0.71 0.84 71 67076 14 4 10 0 29
TMR_00703 0.84 0.76 0.94 75 67448 5 1 4 0 24

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Performance of RNAalifold(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 11393
Total TN 12420099
Total FP 2840
Total FP CONTRA 477
Total FP INCONS 2037
Total FP COMP 326
Total FN 10022
Total Scores
MCC 0.660
Average MCC ± 95% Confidence Intervals 0.661 ± 0.013
Sensitivity 0.532
Positive Predictive Value 0.819
Nr of predictions 204

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2. Individual counts for RNAalifold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.58 0.45 0.75 44 47836 15 1 14 0 53
ASE_00005 0.64 0.49 0.85 57 57903 10 1 9 0 60
ASE_00006 0.68 0.56 0.83 52 47523 12 0 11 1 41
ASE_00007 0.75 0.63 0.90 69 59608 8 1 7 0 41
ASE_00012 0.55 0.45 0.68 55 73839 30 1 25 4 68
ASE_00018 0.74 0.60 0.91 80 80513 8 3 5 0 54
ASE_00020 0.49 0.35 0.70 44 73857 20 7 12 1 82
ASE_00021 0.54 0.41 0.73 65 104107 28 4 20 4 95
ASE_00022 0.74 0.62 0.89 77 82941 16 0 10 6 47
ASE_00028 0.76 0.62 0.93 78 84582 10 1 5 4 48
ASE_00035 0.67 0.54 0.83 64 70423 19 2 11 6 54
ASE_00037 0.72 0.62 0.83 68 59258 18 0 14 4 42
ASE_00038 0.65 0.51 0.81 52 53564 12 1 11 0 49
ASE_00040 0.69 0.55 0.86 73 78918 13 1 11 1 60
ASE_00041 0.73 0.65 0.82 70 57545 15 0 15 0 38
ASE_00042 0.52 0.39 0.70 57 90018 25 1 24 0 88
ASE_00044 0.74 0.63 0.88 66 54540 9 1 8 0 39
ASE_00064 0.72 0.61 0.84 54 45387 13 0 10 3 35
ASE_00068 0.73 0.55 0.96 47 37626 2 2 0 0 38
ASE_00074 0.72 0.61 0.86 72 67812 14 0 12 2 47
ASE_00075 0.55 0.40 0.76 65 108725 27 3 18 6 97
ASE_00077 0.79 0.65 0.97 56 45092 5 1 1 3 30
ASE_00078 0.77 0.70 0.84 58 43002 11 3 8 0 25
ASE_00080 0.43 0.32 0.59 39 71565 27 3 24 0 84
ASE_00081 0.72 0.56 0.93 54 49712 4 0 4 0 43
ASE_00082 0.49 0.34 0.72 39 70446 21 1 14 6 77
ASE_00083 0.77 0.62 0.96 68 62410 4 2 1 1 42
ASE_00084 0.61 0.51 0.75 50 53561 17 4 13 0 49
ASE_00087 0.64 0.44 0.93 64 88341 5 0 5 0 80
ASE_00090 0.72 0.55 0.93 56 55551 4 0 4 0 45
ASE_00092 0.73 0.58 0.93 65 63476 6 1 4 1 48
ASE_00099 0.76 0.64 0.90 77 64534 11 0 9 2 43
ASE_00104 0.66 0.54 0.81 64 64182 15 2 13 0 55
ASE_00105 0.62 0.49 0.78 54 64192 18 2 13 3 57
ASE_00107 0.72 0.58 0.90 74 73071 8 0 8 0 53
ASE_00115 0.73 0.60 0.88 61 54546 12 1 7 4 40
ASE_00118 0.58 0.44 0.78 45 60668 14 4 9 1 57
ASE_00119 0.57 0.41 0.80 44 62780 11 3 8 0 64
ASE_00123 0.67 0.54 0.84 46 38448 9 2 7 0 39
ASE_00125 0.70 0.55 0.89 48 39286 6 0 6 0 40
ASE_00126 0.81 0.71 0.94 58 40408 4 0 4 0 24
ASE_00128 0.74 0.60 0.91 60 53235 6 0 6 0 40
ASE_00129 0.65 0.49 0.86 54 62772 9 3 6 0 57
ASE_00131 0.62 0.48 0.80 41 39289 10 3 7 0 44
ASE_00134 0.64 0.52 0.80 49 50342 12 3 9 0 46
ASE_00135 0.49 0.38 0.63 41 63125 24 1 23 0 68
ASE_00136 0.80 0.67 0.95 62 48140 3 2 1 0 30
ASE_00137 0.62 0.45 0.85 44 48464 9 2 6 1 54
ASE_00138 0.71 0.62 0.81 50 40408 15 0 12 3 31
ASE_00140 0.69 0.51 0.93 64 70807 5 1 4 0 61
ASE_00142 0.70 0.58 0.84 71 67076 16 0 14 2 51
ASE_00146 0.78 0.67 0.91 83 70785 11 1 7 3 41
ASE_00153 0.41 0.34 0.50 25 57580 28 1 24 3 48
ASE_00163 0.64 0.52 0.79 48 53240 13 4 9 0 45
ASE_00165 0.66 0.48 0.91 48 52922 6 1 4 1 53
ASE_00170 0.62 0.53 0.74 49 48762 18 4 13 1 44
ASE_00171 0.60 0.46 0.80 43 48462 11 4 7 0 51
ASE_00172 0.80 0.67 0.95 71 58921 7 3 1 3 35
ASE_00174 0.56 0.41 0.75 45 61015 15 2 13 0 64
ASE_00175 0.61 0.50 0.74 54 59958 19 3 16 0 53
ASE_00179 0.78 0.68 0.90 57 44190 6 2 4 0 27
ASE_00180 0.66 0.53 0.82 53 51295 12 4 8 0 47
ASE_00181 0.58 0.42 0.80 45 57574 12 3 8 1 61
ASE_00182 0.44 0.29 0.68 39 84198 18 4 14 0 97
ASE_00183 0.55 0.39 0.79 44 61369 12 4 8 0 69
ASE_00184 0.65 0.50 0.84 51 54554 10 3 7 0 51
ASE_00185 0.70 0.51 0.97 65 73469 2 1 1 0 63
ASE_00186 0.62 0.49 0.79 65 78921 19 2 15 2 67
ASE_00190 0.64 0.52 0.78 47 45391 17 0 13 4 43
ASE_00197 0.50 0.37 0.69 53 89176 24 0 24 0 92
ASE_00198 0.68 0.54 0.86 55 52586 9 1 8 0 47
ASE_00203 0.65 0.51 0.83 49 46606 10 2 8 0 47
ASE_00212 0.64 0.49 0.84 73 93874 17 0 14 3 75
ASE_00214 0.69 0.51 0.93 53 56223 5 0 4 1 50
ASE_00215 0.69 0.49 0.96 49 48465 2 2 0 0 50
ASE_00216 0.77 0.61 0.96 50 39288 3 0 2 1 32
ASE_00217 0.78 0.67 0.91 60 40404 7 2 4 1 30
ASE_00221 0.78 0.68 0.89 80 64530 10 1 9 0 37
ASE_00228 0.70 0.62 0.79 53 46904 15 5 9 1 33
ASE_00229 0.74 0.61 0.90 53 42427 8 0 6 2 34
ASE_00231 0.59 0.46 0.76 44 47837 18 0 14 4 52
ASE_00232 0.78 0.65 0.93 55 38444 4 0 4 0 29
ASE_00234 0.50 0.32 0.77 41 75413 12 3 9 0 88
ASE_00238 0.59 0.46 0.78 52 64194 16 0 15 1 62
ASE_00241 0.70 0.60 0.83 52 43893 14 3 8 3 35
ASE_00242 0.73 0.62 0.87 69 60996 11 1 9 1 43
ASE_00248 0.73 0.62 0.87 71 62399 11 3 8 0 43
ASE_00254 0.79 0.68 0.92 56 36795 6 0 5 1 26
ASE_00255 0.49 0.40 0.60 52 74605 35 1 33 1 78
ASE_00257 0.62 0.52 0.75 50 50973 17 3 14 0 47
ASE_00263 0.61 0.44 0.85 53 70438 9 1 8 0 67
ASE_00267 0.82 0.75 0.89 66 45076 9 3 5 1 22
ASE_00270 0.30 0.18 0.50 23 72344 25 1 22 2 105
ASE_00274 0.50 0.36 0.69 37 55557 17 5 12 0 66
ASE_00277 0.48 0.37 0.62 34 48150 21 4 17 0 57
ASE_00279 0.74 0.60 0.91 61 53234 6 0 6 0 40
ASE_00280 0.68 0.55 0.84 54 51939 10 1 9 0 44
ASE_00281 0.87 0.76 0.99 67 44483 1 0 1 0 21
ASE_00282 0.59 0.43 0.82 54 77749 12 3 9 0 73
ASE_00283 0.65 0.51 0.83 55 61710 11 2 9 0 52
ASE_00284 0.70 0.53 0.92 57 58249 5 0 5 0 51
ASE_00285 0.63 0.48 0.84 58 68937 11 2 9 0 64
ASE_00286 0.79 0.66 0.94 61 46600 4 0 4 0 31
ASE_00287 0.63 0.48 0.84 49 54888 9 1 8 0 54
ASE_00292 0.69 0.56 0.85 77 81719 14 3 11 0 61
ASE_00294 0.64 0.47 0.87 81 114388 14 2 10 2 90
ASE_00296 0.62 0.47 0.81 68 91722 16 3 13 0 77
ASE_00297 0.69 0.52 0.93 51 52920 7 0 4 3 47
ASE_00298 0.65 0.51 0.83 58 67458 12 5 7 0 55
ASE_00318 0.74 0.60 0.91 71 80122 17 2 5 10 47
ASE_00328 0.71 0.64 0.77 72 72678 27 5 16 6 40
ASE_00332 0.76 0.63 0.92 87 81715 8 0 8 0 51
ASE_00335 0.70 0.62 0.80 72 75376 24 5 13 6 44
ASE_00340 0.65 0.55 0.76 47 45994 15 7 8 0 38
ASE_00342 0.72 0.61 0.86 70 62400 14 3 8 3 45
ASE_00353 0.65 0.50 0.84 53 57907 10 1 9 0 54
ASE_00361 0.69 0.51 0.93 65 75396 5 1 4 0 62
ASE_00362 0.75 0.63 0.90 57 48142 6 2 4 0 34
ASE_00363 0.72 0.63 0.83 59 51289 12 2 10 0 35
ASE_00364 0.55 0.39 0.77 41 54232 12 1 11 0 64
ASE_00366 0.51 0.37 0.71 36 58602 16 1 14 1 62
ASE_00367 0.78 0.65 0.93 56 43011 4 0 4 0 30
ASE_00369 0.69 0.57 0.84 61 55872 12 3 9 0 46
ASE_00370 0.66 0.51 0.84 43 41854 8 0 8 0 41
ASE_00372 0.74 0.62 0.87 62 51932 9 0 9 0 38
ASE_00374 0.74 0.59 0.93 52 44794 4 0 4 0 36
ASE_00376 0.73 0.58 0.92 61 56887 6 0 5 1 44
ASE_00377 0.73 0.59 0.90 63 57560 7 0 7 0 44
ASE_00379 0.75 0.62 0.90 55 45995 6 2 4 0 34
ASE_00382 0.70 0.60 0.82 50 41844 11 2 9 0 34
ASE_00383 0.77 0.66 0.90 69 54538 11 3 5 3 36
ASE_00384 0.74 0.59 0.93 54 48458 4 0 4 0 38
ASE_00386 0.75 0.64 0.90 61 50335 7 2 5 0 35
ASE_00387 0.74 0.61 0.90 63 55875 7 0 7 0 41
ASE_00388 0.73 0.61 0.87 54 45691 10 1 7 2 35
ASE_00390 0.73 0.60 0.88 51 42137 7 0 7 0 34
ASE_00393 0.67 0.58 0.78 54 47826 16 2 13 1 39
ASE_00394 0.68 0.56 0.83 52 46908 11 3 8 0 41
ASE_00395 0.87 0.79 0.97 66 41548 2 0 2 0 18
ASE_00396 0.74 0.63 0.88 52 41557 7 0 7 0 31
ASE_00397 0.78 0.64 0.96 67 54545 5 3 0 2 38
ASE_00398 0.63 0.48 0.82 50 55884 12 3 8 1 54
ASE_00400 0.78 0.66 0.92 70 57894 11 3 3 5 36
ASE_00401 0.54 0.37 0.81 46 76971 11 3 8 0 80
ASE_00402 0.78 0.66 0.93 56 42426 4 0 4 0 29
ASE_00403 0.69 0.51 0.93 55 55886 4 0 4 0 52
ASE_00404 0.77 0.64 0.93 54 43013 5 1 3 1 31
ASE_00406 0.69 0.56 0.84 53 48765 10 1 9 0 41
ASE_00411 0.64 0.52 0.79 46 49397 12 7 5 0 43
ASE_00412 0.61 0.49 0.76 51 58244 20 0 16 4 54
ASE_00413 0.60 0.52 0.70 42 44491 21 4 14 3 39
ASE_00415 0.55 0.40 0.76 41 54892 14 0 13 1 62
ASE_00416 0.70 0.60 0.83 76 77329 16 2 14 0 51
ASE_00419 0.56 0.40 0.79 41 54894 11 2 9 0 62
ASE_00422 0.69 0.59 0.82 55 46904 13 0 12 1 39
ASE_00423 0.70 0.61 0.80 67 56869 18 3 14 1 42
ASE_00428 0.66 0.54 0.80 68 76551 17 1 16 0 57
ASE_00430 0.69 0.57 0.83 55 46905 12 0 11 1 42
ASE_00437 0.45 0.36 0.58 48 79318 35 2 33 0 87
ASE_00441 0.55 0.38 0.80 43 64207 15 0 11 4 69
ASE_00448 0.77 0.70 0.86 78 64170 13 1 12 0 34
ASE_00451 0.70 0.56 0.86 70 70795 11 3 8 0 55
RFA_00599 0.75 0.65 0.87 72 101392 18 0 11 7 39
RFA_00601 0.75 0.66 0.85 75 99147 17 0 13 4 39
RFA_00602 0.65 0.54 0.78 63 101394 21 0 18 3 53
TMR_00017 0.68 0.54 0.85 55 67096 14 0 10 4 47
TMR_00018 0.62 0.53 0.72 49 64552 23 7 12 4 43
TMR_00038 0.65 0.53 0.81 58 71181 14 4 10 0 52
TMR_00042 0.68 0.53 0.87 52 62775 9 1 7 1 46
TMR_00046 0.56 0.49 0.64 47 62761 28 4 23 1 49
TMR_00048 0.64 0.52 0.80 49 64919 13 5 7 1 46
TMR_00080 0.57 0.50 0.64 48 70425 33 8 19 6 48
TMR_00082 0.59 0.50 0.69 48 67826 28 11 11 6 48
TMR_00123 0.70 0.55 0.89 56 66367 12 1 6 5 45
TMR_00137 0.56 0.48 0.66 43 61010 24 11 11 2 46
TMR_00142 0.63 0.52 0.77 53 70807 22 4 12 6 49
TMR_00207 0.66 0.54 0.81 56 72321 19 7 6 6 47
TMR_00257 0.75 0.63 0.89 62 67091 15 4 4 7 36
TMR_00271 0.48 0.37 0.63 34 64207 26 5 15 6 57
TMR_00332 0.64 0.52 0.78 51 67096 19 1 13 5 48
TMR_00366 0.55 0.48 0.62 48 67819 29 8 21 0 52
TMR_00378 0.49 0.41 0.59 40 67828 29 8 20 1 57
TMR_00399 0.63 0.56 0.70 53 64904 27 6 17 4 41
TMR_00404 0.56 0.47 0.68 43 67465 20 3 17 0 49
TMR_00427 0.50 0.36 0.69 35 67477 16 7 9 0 62
TMR_00443 0.73 0.63 0.86 65 67085 15 6 5 4 39
TMR_00451 0.57 0.51 0.65 45 63477 30 10 14 6 44
TMR_00458 0.54 0.46 0.64 43 63479 28 8 16 4 50
TMR_00469 0.70 0.60 0.81 60 64546 14 7 7 0 40
TMR_00472 0.65 0.56 0.75 54 64548 19 8 10 1 43
TMR_00519 0.57 0.48 0.67 46 63121 25 7 16 2 49
TMR_00520 0.53 0.43 0.65 43 63124 27 8 15 4 56
TMR_00522 0.52 0.42 0.64 41 63126 27 6 17 4 56
TMR_00528 0.54 0.47 0.62 46 63116 34 9 19 6 51
TMR_00540 0.66 0.54 0.81 56 73467 17 5 8 4 48
TMR_00568 0.73 0.67 0.80 66 60644 22 3 13 6 33
TMR_00571 0.75 0.69 0.83 68 60644 20 3 11 6 31
TMR_00580 0.74 0.65 0.83 65 60648 19 1 12 6 35
TMR_00584 0.75 0.68 0.83 66 60995 17 2 12 3 31
TMR_00586 0.69 0.64 0.76 62 60993 26 8 12 6 35
TMR_00616 0.64 0.55 0.76 54 67090 17 7 10 0 45
TMR_00699 0.68 0.54 0.85 55 67096 15 1 9 5 47
TMR_00702 0.54 0.43 0.68 43 67098 24 2 18 4 57
TMR_00703 0.67 0.54 0.83 53 67464 15 1 10 4 46

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