CompaRNA - on-line benchmarks of RNA structure prediction methods
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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 Carnac(20) - scored lower in this pairwise comparison

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


Overview

Metric ContextFold Carnac(20)
MCC 0.840 > 0.360
Average MCC ± 95% Confidence Intervals 0.841 ± 0.017 > 0.292 ± 0.029
Sensitivity 0.791 > 0.151
Positive Predictive Value 0.892 > 0.857
Total TP 16945 > 3243
Total TN 12415018 < 12430224
Total FP 2416 > 667
Total FP CONTRA 364 > 81
Total FP INCONS 1679 > 458
Total FP COMP 373 > 128
Total FN 4470 < 18172
P-value 3.56938820447e-08

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Performance plots


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

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for ContextFold and Carnac(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 Carnac(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 Carnac(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 3243
Total TN 12430224
Total FP 667
Total FP CONTRA 81
Total FP INCONS 458
Total FP COMP 128
Total FN 18172
Total Scores
MCC 0.360
Average MCC ± 95% Confidence Intervals 0.292 ± 0.029
Sensitivity 0.151
Positive Predictive Value 0.857
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.51 0.26 1.00 25 47870 0 0 0 0 72
ASE_00005 0.45 0.21 0.96 25 57944 1 1 0 0 92
ASE_00006 0.00 0.00 0.00 0 47586 0 0 0 0 93
ASE_00007 0.40 0.17 0.95 19 59665 1 0 1 0 91
ASE_00012 0.60 0.47 0.77 58 73845 21 1 16 4 65
ASE_00018 0.53 0.33 0.86 44 80550 8 1 6 1 90
ASE_00020 0.00 0.00 0.00 0 73920 0 0 0 0 126
ASE_00021 0.47 0.33 0.69 52 104121 28 1 22 5 108
ASE_00022 0.54 0.33 0.87 41 82981 7 0 6 1 83
ASE_00028 0.45 0.20 1.00 25 84641 0 0 0 0 101
ASE_00035 0.50 0.31 0.80 37 70454 12 1 8 3 81
ASE_00037 0.27 0.07 1.00 8 59332 0 0 0 0 102
ASE_00038 0.00 0.00 0.00 0 53628 0 0 0 0 101
ASE_00040 0.42 0.17 1.00 23 78980 4 0 0 4 110
ASE_00041 0.40 0.19 0.84 21 57605 4 0 4 0 87
ASE_00042 0.25 0.06 1.00 9 90091 0 0 0 0 136
ASE_00044 0.42 0.20 0.88 21 54591 7 0 3 4 84
ASE_00064 0.00 0.00 0.00 0 45451 0 0 0 0 89
ASE_00068 0.00 0.00 0.00 0 37675 0 0 0 0 85
ASE_00074 0.45 0.21 0.96 25 67870 1 1 0 0 94
ASE_00075 0.57 0.36 0.89 59 108745 11 1 6 4 103
ASE_00077 0.34 0.13 0.92 11 45138 1 0 1 0 75
ASE_00078 0.50 0.25 1.00 21 43050 1 0 0 1 62
ASE_00080 0.10 0.03 0.31 4 71618 9 0 9 0 119
ASE_00081 0.15 0.05 0.45 5 49759 7 0 6 1 92
ASE_00082 0.00 0.00 0.00 0 70500 0 0 0 0 116
ASE_00083 0.29 0.08 1.00 9 62472 0 0 0 0 101
ASE_00084 0.40 0.16 1.00 16 53612 1 0 0 1 83
ASE_00087 0.19 0.03 1.00 5 88405 1 0 0 1 139
ASE_00090 0.00 0.00 0.00 0 55611 0 0 0 0 101
ASE_00092 0.39 0.17 0.90 19 63525 3 0 2 1 94
ASE_00099 0.45 0.21 0.96 25 64594 1 1 0 0 95
ASE_00104 0.42 0.19 0.92 23 64236 2 1 1 0 96
ASE_00105 0.36 0.20 0.67 22 64228 12 0 11 1 89
ASE_00107 0.54 0.35 0.83 44 73100 10 1 8 1 83
ASE_00115 0.19 0.05 0.71 5 54608 3 0 2 1 96
ASE_00118 0.33 0.11 1.00 11 60715 1 0 0 1 91
ASE_00119 0.36 0.13 1.00 14 62821 0 0 0 0 94
ASE_00123 0.00 0.00 0.00 0 38503 0 0 0 0 85
ASE_00125 0.00 0.00 0.00 0 39340 0 0 0 0 88
ASE_00126 0.00 0.00 0.00 0 40470 0 0 0 0 82
ASE_00128 0.26 0.07 1.00 7 53294 0 0 0 0 93
ASE_00129 0.30 0.11 0.86 12 62821 2 0 2 0 99
ASE_00131 0.31 0.09 1.00 8 39332 0 0 0 0 77
ASE_00134 0.25 0.06 1.00 6 50397 0 0 0 0 89
ASE_00135 0.00 0.00 0.00 0 63190 0 0 0 0 109
ASE_00136 0.00 0.00 0.00 0 48205 0 0 0 0 92
ASE_00137 0.00 0.00 0.00 0 48516 0 0 0 0 98
ASE_00138 0.22 0.05 1.00 4 40466 0 0 0 0 77
ASE_00140 0.35 0.14 0.86 18 70855 3 0 3 0 107
ASE_00142 0.41 0.17 0.95 21 67139 1 1 0 0 101
ASE_00146 0.40 0.18 0.92 22 70852 2 0 2 0 102
ASE_00153 0.00 0.00 0.00 0 57626 4 1 3 0 73
ASE_00163 0.17 0.04 0.67 4 53295 2 0 2 0 89
ASE_00165 0.00 0.00 0.00 0 52975 0 0 0 0 101
ASE_00170 0.52 0.27 1.00 25 48803 1 0 0 1 68
ASE_00171 0.00 0.00 0.00 0 48512 4 0 4 0 94
ASE_00172 0.27 0.08 1.00 8 58988 0 0 0 0 98
ASE_00174 0.00 0.00 0.00 0 61075 0 0 0 0 109
ASE_00175 0.20 0.05 0.83 5 60025 2 0 1 1 102
ASE_00179 0.00 0.00 0.00 0 44253 0 0 0 0 84
ASE_00180 0.00 0.00 0.00 0 51360 0 0 0 0 100
ASE_00181 0.22 0.05 1.00 5 57625 0 0 0 0 101
ASE_00182 0.19 0.04 0.86 6 84248 1 0 1 0 130
ASE_00183 0.34 0.14 0.80 16 61405 4 0 4 0 97
ASE_00184 0.33 0.11 1.00 11 54604 1 0 0 1 91
ASE_00185 0.37 0.14 1.00 18 73518 0 0 0 0 110
ASE_00186 0.45 0.22 0.94 29 78972 7 1 1 5 103
ASE_00190 0.29 0.11 0.77 10 45438 6 0 3 3 80
ASE_00197 0.33 0.12 0.94 17 89235 5 1 0 4 128
ASE_00198 0.16 0.04 0.67 4 52644 2 0 2 0 98
ASE_00203 0.35 0.13 1.00 12 46653 0 0 0 0 84
ASE_00212 0.45 0.24 0.85 35 93920 11 1 5 5 113
ASE_00214 0.00 0.00 0.00 0 56280 0 0 0 0 103
ASE_00215 0.19 0.07 0.54 7 48503 6 0 6 0 92
ASE_00216 0.00 0.00 0.00 0 39340 0 0 0 0 82
ASE_00217 0.42 0.19 0.94 17 40452 1 1 0 0 73
ASE_00221 0.36 0.15 0.89 17 64601 2 0 2 0 100
ASE_00228 0.41 0.19 0.89 16 46953 3 0 2 1 70
ASE_00229 0.28 0.08 1.00 7 42479 0 0 0 0 80
ASE_00231 0.00 0.00 0.00 0 47895 0 0 0 0 96
ASE_00232 0.00 0.00 0.00 0 38503 0 0 0 0 84
ASE_00234 0.38 0.18 0.82 23 75438 6 0 5 1 106
ASE_00238 0.18 0.04 0.71 5 64254 2 0 2 0 109
ASE_00241 0.00 0.00 0.00 0 43956 0 0 0 0 87
ASE_00242 0.44 0.21 0.96 23 61051 1 0 1 0 89
ASE_00248 0.72 0.55 0.94 63 62414 5 0 4 1 51
ASE_00254 0.54 0.30 0.96 25 36830 1 0 1 0 57
ASE_00255 0.67 0.55 0.84 71 74606 16 1 13 2 59
ASE_00257 0.00 0.00 0.00 0 51040 0 0 0 0 97
ASE_00263 0.00 0.00 0.00 0 70500 0 0 0 0 120
ASE_00267 0.46 0.22 1.00 19 45131 1 0 0 1 69
ASE_00270 0.30 0.10 0.87 13 72375 2 0 2 0 115
ASE_00274 0.18 0.04 0.80 4 55606 1 0 1 0 99
ASE_00277 0.27 0.10 0.75 9 48193 3 0 3 0 82
ASE_00279 0.24 0.06 1.00 6 53295 0 0 0 0 95
ASE_00280 0.40 0.20 0.80 20 51978 5 0 5 0 78
ASE_00281 0.24 0.06 1.00 5 44546 1 0 0 1 83
ASE_00282 0.00 0.00 0.00 0 77815 0 0 0 0 127
ASE_00283 0.18 0.05 0.71 5 61769 3 0 2 1 102
ASE_00284 0.00 0.00 0.00 0 58311 0 0 0 0 108
ASE_00285 0.50 0.27 0.94 33 68971 3 0 2 1 89
ASE_00286 0.19 0.04 0.80 4 46660 1 0 1 0 88
ASE_00287 0.18 0.04 0.80 4 54941 1 0 1 0 99
ASE_00292 0.53 0.32 0.88 44 81760 7 1 5 1 94
ASE_00294 0.47 0.22 0.97 38 114442 1 1 0 0 133
ASE_00296 0.42 0.20 0.88 29 91773 5 1 3 1 116
ASE_00297 0.00 0.00 0.00 0 52975 0 0 0 0 98
ASE_00298 0.00 0.00 0.00 0 67528 0 0 0 0 113
ASE_00318 0.55 0.32 0.95 38 80160 4 0 2 2 80
ASE_00328 0.73 0.55 0.97 62 72707 8 0 2 6 50
ASE_00332 0.49 0.25 0.95 35 81773 3 0 2 1 103
ASE_00335 0.65 0.46 0.93 53 75409 9 0 4 5 63
ASE_00340 0.00 0.00 0.00 0 46056 3 0 0 3 85
ASE_00342 0.45 0.21 0.96 24 62456 1 1 0 0 91
ASE_00353 0.00 0.00 0.00 0 57970 0 0 0 0 107
ASE_00361 0.18 0.03 1.00 4 75462 0 0 0 0 123
ASE_00362 0.23 0.05 1.00 5 48200 1 0 0 1 86
ASE_00363 0.33 0.12 0.92 11 51348 2 0 1 1 83
ASE_00364 0.00 0.00 0.00 0 54285 0 0 0 0 105
ASE_00366 0.23 0.08 0.67 8 58641 4 0 4 0 90
ASE_00367 0.00 0.00 0.00 0 43071 0 0 0 0 86
ASE_00369 0.00 0.00 0.00 0 55945 0 0 0 0 107
ASE_00370 0.00 0.00 0.00 0 41905 0 0 0 0 84
ASE_00372 0.18 0.04 0.80 4 51998 1 0 1 0 96
ASE_00374 0.00 0.00 0.00 0 44850 0 0 0 0 88
ASE_00376 0.16 0.04 0.67 4 56947 2 0 2 0 101
ASE_00377 0.24 0.07 0.80 8 57620 3 0 2 1 99
ASE_00379 0.24 0.06 1.00 5 46051 0 0 0 0 84
ASE_00382 0.00 0.00 0.00 0 41905 0 0 0 0 84
ASE_00383 0.19 0.04 1.00 4 54611 0 0 0 0 101
ASE_00384 0.00 0.00 0.00 0 48516 0 0 0 0 92
ASE_00386 0.00 0.00 0.00 0 50403 0 0 0 0 96
ASE_00387 0.00 0.00 0.00 0 55945 0 0 0 0 104
ASE_00388 0.44 0.20 0.95 18 45734 2 0 1 1 71
ASE_00390 0.00 0.00 0.00 0 42195 0 0 0 0 85
ASE_00393 0.39 0.16 0.94 15 47879 1 0 1 0 78
ASE_00394 0.00 0.00 0.00 0 46971 0 0 0 0 93
ASE_00395 0.24 0.06 1.00 5 41611 1 0 0 1 79
ASE_00396 0.36 0.14 0.92 12 41603 1 0 1 0 71
ASE_00397 0.00 0.00 0.00 0 54615 0 0 0 0 105
ASE_00398 0.43 0.18 1.00 19 55926 1 0 0 1 85
ASE_00400 0.54 0.31 0.94 33 57935 2 0 2 0 73
ASE_00401 0.15 0.03 0.67 4 77022 2 0 2 0 122
ASE_00402 0.00 0.00 0.00 0 42486 0 0 0 0 85
ASE_00403 0.00 0.00 0.00 0 55945 0 0 0 0 107
ASE_00404 0.00 0.00 0.00 0 43071 0 0 0 0 85
ASE_00406 0.44 0.23 0.85 22 48802 7 0 4 3 72
ASE_00411 0.41 0.22 0.74 20 49428 8 0 7 1 69
ASE_00412 0.19 0.08 0.47 8 58294 10 0 9 1 97
ASE_00413 0.33 0.12 0.91 10 44540 1 0 1 0 71
ASE_00415 0.16 0.04 0.67 4 54940 2 0 2 0 99
ASE_00416 0.40 0.18 0.88 23 77395 6 1 2 3 104
ASE_00419 0.39 0.16 1.00 16 54930 1 0 0 1 87
ASE_00422 0.00 0.00 0.00 0 46971 0 0 0 0 94
ASE_00423 0.57 0.37 0.89 40 56908 6 1 4 1 69
ASE_00428 0.43 0.19 0.96 24 76611 2 1 0 1 101
ASE_00430 0.49 0.24 1.00 23 46948 0 0 0 0 74
ASE_00437 0.22 0.10 0.52 13 79376 12 1 11 0 122
ASE_00441 0.41 0.17 1.00 19 64242 0 0 0 0 93
ASE_00448 0.55 0.33 0.93 37 64221 8 1 2 5 75
ASE_00451 0.47 0.24 0.91 30 70843 3 1 2 0 95
RFA_00599 0.00 0.00 0.00 0 101475 0 0 0 0 111
RFA_00601 0.00 0.00 0.00 0 99235 0 0 0 0 114
RFA_00602 0.00 0.00 0.00 0 101475 0 0 0 0 116
TMR_00017 0.51 0.35 0.75 36 67113 12 1 11 0 66
TMR_00018 0.48 0.34 0.69 31 64575 14 3 11 0 61
TMR_00038 0.33 0.11 1.00 12 71241 0 0 0 0 98
TMR_00042 0.55 0.35 0.87 34 62796 6 1 4 1 64
TMR_00046 0.59 0.35 1.00 34 62801 0 0 0 0 62
TMR_00048 0.43 0.26 0.71 25 64945 13 1 9 3 70
TMR_00080 0.27 0.17 0.44 16 70464 20 7 13 0 80
TMR_00082 0.48 0.31 0.75 30 67856 11 5 5 1 66
TMR_00123 0.36 0.13 1.00 13 66417 0 0 0 0 88
TMR_00137 0.44 0.19 1.00 17 61058 0 0 0 0 72
TMR_00142 0.41 0.20 0.87 20 70853 3 0 3 0 82
TMR_00207 0.41 0.25 0.67 26 72351 13 2 11 0 77
TMR_00257 0.56 0.35 0.92 34 67124 4 2 1 1 64
TMR_00271 0.37 0.21 0.66 19 64232 14 4 6 4 72
TMR_00332 0.55 0.33 0.92 33 67125 3 2 1 0 66
TMR_00366 0.46 0.22 0.96 22 67873 1 0 1 0 78
TMR_00378 0.47 0.23 0.96 22 67873 1 0 1 0 75
TMR_00399 0.39 0.26 0.59 24 64939 17 5 12 0 70
TMR_00404 0.63 0.41 0.95 38 67488 2 1 1 0 54
TMR_00427 0.23 0.05 1.00 5 67523 0 0 0 0 92
TMR_00443 0.64 0.50 0.81 52 67097 12 1 11 0 52
TMR_00451 0.52 0.31 0.85 28 63513 5 0 5 0 61
TMR_00458 0.59 0.38 0.92 35 63508 3 2 1 0 58
TMR_00469 0.41 0.17 1.00 17 64603 0 0 0 0 83
TMR_00472 0.49 0.24 1.00 23 64597 0 0 0 0 74
TMR_00519 0.47 0.23 0.96 22 63167 1 1 0 0 73
TMR_00520 0.48 0.23 1.00 23 63167 0 0 0 0 76
TMR_00522 0.27 0.07 1.00 7 63183 0 0 0 0 90
TMR_00528 0.27 0.07 1.00 7 63183 0 0 0 0 90
TMR_00540 0.61 0.40 0.91 42 73490 4 1 3 0 62
TMR_00568 0.58 0.42 0.79 42 60673 13 1 10 2 57
TMR_00571 0.63 0.46 0.85 46 60672 11 1 7 3 53
TMR_00580 0.58 0.42 0.81 42 60674 13 1 9 3 58
TMR_00584 0.65 0.46 0.92 45 61026 6 0 4 2 52
TMR_00586 0.53 0.39 0.72 38 61022 17 4 11 2 59
TMR_00616 0.41 0.17 1.00 17 67144 0 0 0 0 82
TMR_00699 0.42 0.25 0.74 25 67127 9 3 6 0 77
TMR_00702 0.38 0.20 0.71 20 67133 9 2 6 1 80
TMR_00703 0.37 0.25 0.54 25 67482 21 3 18 0 74

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