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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidAlifold(20) - scored higher in this pairwise comparison

  4. Performance of PknotsRG - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(20) PknotsRG
MCC 0.717 > 0.512
Average MCC ± 95% Confidence Intervals 0.717 ± 0.012 > 0.511 ± 0.021
Sensitivity 0.561 > 0.503
Positive Predictive Value 0.916 > 0.523
Total TP 12015 > 10780
Total TN 12420889 > 12413400
Total FP 1310 < 10748
Total FP CONTRA 248 < 1312
Total FP INCONS 854 < 8514
Total FP COMP 208 < 922
Total FN 9400 < 10635
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidAlifold(20) and PknotsRG. 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 CentroidAlifold(20) and PknotsRG).

  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 CentroidAlifold(20) and PknotsRG).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(20) and PknotsRG. 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 CentroidAlifold(20) and PknotsRG).

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Performance of CentroidAlifold(20) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 12015
Total TN 12420889
Total FP 1310
Total FP CONTRA 248
Total FP INCONS 854
Total FP COMP 208
Total FN 9400
Total Scores
MCC 0.717
Average MCC ± 95% Confidence Intervals 0.717 ± 0.012
Sensitivity 0.561
Positive Predictive Value 0.916
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.56 0.41 0.75 40 47842 13 0 13 0 57
ASE_00005 0.74 0.56 0.97 66 57902 2 0 2 0 51
ASE_00006 0.66 0.49 0.88 46 47534 6 0 6 0 47
ASE_00007 0.84 0.73 0.96 80 59602 3 0 3 0 30
ASE_00012 0.71 0.56 0.90 69 73843 11 2 6 3 54
ASE_00018 0.76 0.60 0.95 81 80516 4 1 3 0 53
ASE_00020 0.60 0.41 0.87 52 73860 8 5 3 0 74
ASE_00021 0.55 0.36 0.86 57 104130 12 2 7 3 103
ASE_00022 0.79 0.63 1.00 78 82950 4 0 0 4 46
ASE_00028 0.74 0.55 1.00 69 84597 3 0 0 3 57
ASE_00035 0.71 0.55 0.93 65 70430 8 0 5 3 53
ASE_00037 0.80 0.65 1.00 71 59269 1 0 0 1 39
ASE_00038 0.76 0.58 1.00 59 53569 0 0 0 0 42
ASE_00040 0.80 0.66 0.97 88 78912 5 0 3 2 45
ASE_00041 0.77 0.66 0.90 71 57551 8 0 8 0 37
ASE_00042 0.60 0.44 0.81 64 90021 15 0 15 0 81
ASE_00044 0.83 0.70 0.99 74 54540 1 0 1 0 31
ASE_00064 0.79 0.65 0.97 58 45391 2 0 2 0 31
ASE_00068 0.59 0.41 0.85 35 37634 6 0 6 0 50
ASE_00074 0.79 0.63 1.00 75 67821 1 0 0 1 44
ASE_00075 0.56 0.35 0.89 57 108747 12 1 6 5 105
ASE_00077 0.78 0.65 0.93 56 45090 4 1 3 0 30
ASE_00078 0.84 0.71 1.00 59 43012 0 0 0 0 24
ASE_00080 0.46 0.32 0.67 39 71573 19 1 18 0 84
ASE_00081 0.77 0.60 0.98 58 49711 1 0 1 0 39
ASE_00082 0.69 0.49 0.98 57 70442 7 0 1 6 59
ASE_00083 0.73 0.55 0.98 60 62420 1 0 1 0 50
ASE_00084 0.77 0.61 0.97 60 53566 2 1 1 0 39
ASE_00087 0.61 0.39 0.97 56 88352 2 0 2 0 88
ASE_00090 0.76 0.58 1.00 59 55552 0 0 0 0 42
ASE_00092 0.71 0.52 0.97 59 63485 2 1 1 0 54
ASE_00099 0.83 0.68 1.00 82 64538 0 0 0 0 38
ASE_00104 0.79 0.64 0.97 76 64183 2 0 2 0 43
ASE_00105 0.53 0.37 0.76 41 64207 13 2 11 0 70
ASE_00107 0.78 0.65 0.95 82 73067 4 0 4 0 45
ASE_00115 0.77 0.60 0.98 61 54553 1 0 1 0 40
ASE_00118 0.68 0.49 0.94 50 60673 4 1 2 1 52
ASE_00119 0.64 0.43 0.96 46 62787 2 1 1 0 62
ASE_00123 0.75 0.60 0.94 51 38449 3 1 2 0 34
ASE_00125 0.71 0.50 1.00 44 39296 0 0 0 0 44
ASE_00126 0.80 0.65 1.00 53 40417 1 0 0 1 29
ASE_00128 0.76 0.58 1.00 58 53243 0 0 0 0 42
ASE_00129 0.75 0.57 1.00 63 62772 0 0 0 0 48
ASE_00131 0.73 0.53 1.00 45 39295 0 0 0 0 40
ASE_00134 0.74 0.61 0.89 58 50338 7 0 7 0 37
ASE_00135 0.58 0.43 0.78 47 63130 13 0 13 0 62
ASE_00136 0.77 0.62 0.95 57 48145 3 0 3 0 35
ASE_00137 0.68 0.51 0.91 50 48461 6 0 5 1 48
ASE_00138 0.82 0.69 0.98 56 40413 1 1 0 0 25
ASE_00140 0.60 0.40 0.91 50 70821 5 3 2 0 75
ASE_00142 0.82 0.69 0.97 84 67074 5 0 3 2 38
ASE_00146 0.81 0.68 0.97 84 70789 3 0 3 0 40
ASE_00153 0.34 0.26 0.45 19 57588 23 4 19 0 54
ASE_00163 0.78 0.63 0.97 59 53240 2 1 1 0 34
ASE_00165 0.73 0.54 0.98 55 52919 2 0 1 1 46
ASE_00170 0.75 0.62 0.91 58 48764 6 1 5 0 35
ASE_00171 0.79 0.63 0.98 59 48456 2 0 1 1 35
ASE_00172 0.69 0.51 0.95 54 58939 3 2 1 0 52
ASE_00174 0.60 0.44 0.83 48 61017 10 1 9 0 61
ASE_00175 0.66 0.51 0.86 55 59967 9 1 8 0 52
ASE_00179 0.74 0.60 0.93 50 44199 5 2 2 1 34
ASE_00180 0.74 0.57 0.97 57 51301 2 1 1 0 43
ASE_00181 0.71 0.54 0.93 57 57569 6 1 3 2 49
ASE_00182 0.62 0.41 0.93 56 84195 4 1 3 0 80
ASE_00183 0.70 0.51 0.97 58 61365 2 1 1 0 55
ASE_00184 0.76 0.59 0.98 60 54554 1 0 1 0 42
ASE_00185 0.63 0.41 0.96 53 73481 2 1 1 0 75
ASE_00186 0.71 0.55 0.91 73 78923 10 0 7 3 59
ASE_00190 0.75 0.56 1.00 50 45401 2 0 0 2 40
ASE_00197 0.66 0.50 0.87 72 89170 12 0 11 1 73
ASE_00198 0.76 0.60 0.97 61 52587 2 0 2 0 41
ASE_00203 0.76 0.58 0.98 56 46608 1 0 1 0 40
ASE_00212 0.63 0.45 0.88 67 93885 10 0 9 1 81
ASE_00214 0.72 0.54 0.97 56 56222 3 1 1 1 47
ASE_00215 0.56 0.37 0.84 37 48472 7 0 7 0 62
ASE_00216 0.82 0.67 1.00 55 39285 0 0 0 0 27
ASE_00217 0.82 0.69 0.98 62 40407 2 0 1 1 28
ASE_00221 0.84 0.73 0.97 85 64532 3 0 3 0 32
ASE_00228 0.74 0.62 0.88 53 46911 8 3 4 1 33
ASE_00229 0.77 0.60 0.98 52 42433 3 0 1 2 35
ASE_00231 0.64 0.48 0.87 46 47842 7 0 7 0 50
ASE_00232 0.81 0.68 0.97 57 38444 2 2 0 0 27
ASE_00234 0.58 0.42 0.82 54 75400 12 5 7 0 75
ASE_00238 0.55 0.40 0.75 46 64200 15 3 12 0 68
ASE_00241 0.84 0.72 0.97 63 43891 2 0 2 0 24
ASE_00242 0.87 0.77 0.99 86 60988 3 0 1 2 26
ASE_00248 0.84 0.72 0.99 82 62398 2 0 1 1 32
ASE_00254 0.83 0.70 0.98 57 36798 1 0 1 0 25
ASE_00255 0.57 0.41 0.79 53 74624 14 0 14 0 77
ASE_00257 0.66 0.51 0.86 49 50983 8 2 6 0 48
ASE_00263 0.72 0.53 0.98 63 70436 1 1 0 0 57
ASE_00267 0.82 0.67 1.00 59 45091 1 0 0 1 29
ASE_00270 0.56 0.35 0.90 45 72340 6 0 5 1 83
ASE_00274 0.65 0.47 0.91 48 55558 5 3 2 0 55
ASE_00277 0.62 0.47 0.83 43 48153 9 2 7 0 48
ASE_00279 0.78 0.63 0.96 64 53234 3 0 3 0 37
ASE_00280 0.76 0.59 0.97 58 51943 2 1 1 0 40
ASE_00281 0.80 0.67 0.97 59 44490 2 0 2 0 29
ASE_00282 0.71 0.50 1.00 64 77751 0 0 0 0 63
ASE_00283 0.72 0.54 0.97 58 61716 2 0 2 0 49
ASE_00284 0.74 0.56 0.98 60 58250 1 0 1 0 48
ASE_00285 0.73 0.56 0.94 68 68934 4 2 2 0 54
ASE_00286 0.79 0.64 0.98 59 46605 1 0 1 0 33
ASE_00287 0.67 0.53 0.83 55 54880 11 0 11 0 48
ASE_00292 0.80 0.65 0.98 90 81718 3 0 2 1 48
ASE_00294 0.71 0.52 0.96 89 114388 5 0 4 1 82
ASE_00296 0.72 0.57 0.92 82 91717 8 1 6 1 63
ASE_00297 0.59 0.43 0.82 42 52924 9 2 7 0 56
ASE_00298 0.72 0.54 0.97 61 67465 2 1 1 0 52
ASE_00318 0.79 0.63 0.99 74 80125 8 0 1 7 44
ASE_00328 0.78 0.62 0.99 69 72701 6 0 1 5 43
ASE_00332 0.71 0.54 0.94 74 81731 5 0 5 0 64
ASE_00335 0.74 0.59 0.92 69 75391 13 0 6 7 47
ASE_00340 0.75 0.61 0.93 52 46000 8 0 4 4 33
ASE_00342 0.86 0.75 0.99 86 62394 1 0 1 0 29
ASE_00353 0.70 0.50 0.98 54 57915 2 1 0 1 53
ASE_00361 0.65 0.42 1.00 53 75413 0 0 0 0 74
ASE_00362 0.76 0.58 0.98 53 48151 2 0 1 1 38
ASE_00363 0.71 0.56 0.88 53 51300 7 0 7 0 41
ASE_00364 0.69 0.53 0.89 56 54222 7 1 6 0 49
ASE_00366 0.72 0.58 0.89 57 58589 7 1 6 0 41
ASE_00367 0.84 0.71 1.00 61 43010 1 0 0 1 25
ASE_00369 0.77 0.60 0.98 64 55880 1 0 1 0 43
ASE_00370 0.76 0.60 0.96 50 41853 2 0 2 0 34
ASE_00372 0.75 0.57 0.98 57 51945 1 0 1 0 43
ASE_00374 0.81 0.66 1.00 58 44792 0 0 0 0 30
ASE_00376 0.72 0.55 0.94 58 56891 4 0 4 0 47
ASE_00377 0.66 0.50 0.88 53 57570 7 1 6 0 54
ASE_00379 0.76 0.61 0.96 54 46000 3 1 1 1 35
ASE_00382 0.85 0.73 0.98 61 41843 2 0 1 1 23
ASE_00383 0.77 0.59 1.00 62 54553 0 0 0 0 43
ASE_00384 0.77 0.62 0.97 57 48457 2 1 1 0 35
ASE_00386 0.74 0.56 0.98 54 50348 1 0 1 0 42
ASE_00387 0.66 0.49 0.88 51 55887 7 0 7 0 53
ASE_00388 0.78 0.62 0.98 55 45697 2 0 1 1 34
ASE_00390 0.77 0.65 0.92 55 42135 5 2 3 0 30
ASE_00393 0.72 0.58 0.90 54 47835 6 0 6 0 39
ASE_00394 0.79 0.63 0.98 59 46911 1 0 1 0 34
ASE_00395 0.76 0.63 0.91 53 41558 5 0 5 0 31
ASE_00396 0.82 0.69 0.98 57 41558 1 0 1 0 26
ASE_00397 0.74 0.54 1.00 57 54558 0 0 0 0 48
ASE_00398 0.71 0.52 0.96 54 55889 2 0 2 0 50
ASE_00400 0.77 0.60 0.98 64 57905 2 0 1 1 42
ASE_00401 0.65 0.44 0.95 56 76969 3 1 2 0 70
ASE_00402 0.79 0.62 1.00 53 42433 0 0 0 0 32
ASE_00403 0.75 0.57 0.98 61 55883 1 0 1 0 46
ASE_00404 0.80 0.66 0.98 56 43014 2 0 1 1 29
ASE_00406 0.77 0.61 0.98 57 48770 1 0 1 0 37
ASE_00411 0.65 0.54 0.77 48 49393 14 6 8 0 41
ASE_00412 0.54 0.40 0.72 42 58253 16 2 14 0 63
ASE_00413 0.77 0.64 0.93 52 44495 5 3 1 1 29
ASE_00415 0.55 0.39 0.78 40 54895 11 0 11 0 63
ASE_00416 0.73 0.58 0.93 74 77341 6 1 5 0 53
ASE_00419 0.69 0.54 0.88 56 54882 8 3 5 0 47
ASE_00422 0.69 0.56 0.84 53 46908 11 0 10 1 41
ASE_00423 0.76 0.66 0.88 72 56871 11 0 10 1 37
ASE_00428 0.76 0.64 0.90 80 76547 9 1 8 0 45
ASE_00430 0.74 0.57 0.96 55 46914 2 0 2 0 42
ASE_00437 0.56 0.46 0.68 62 79310 29 0 29 0 73
ASE_00441 0.62 0.41 0.94 46 64212 4 0 3 1 66
ASE_00448 0.81 0.71 0.94 79 64177 5 0 5 0 33
ASE_00451 0.79 0.66 0.95 82 70790 4 0 4 0 43
RFA_00599 0.89 0.83 0.96 92 101379 9 1 3 5 19
RFA_00601 0.90 0.86 0.93 98 99130 13 1 6 6 16
RFA_00602 0.87 0.84 0.91 97 101368 18 1 9 8 19
TMR_00017 0.80 0.65 0.99 66 67094 1 0 1 0 36
TMR_00018 0.65 0.54 0.78 50 64556 15 5 9 1 42
TMR_00038 0.68 0.56 0.82 62 71177 15 5 9 1 48
TMR_00042 0.66 0.53 0.83 52 62772 12 4 7 1 46
TMR_00046 0.53 0.45 0.63 43 62767 26 4 21 1 53
TMR_00048 0.66 0.53 0.82 50 64919 12 7 4 1 45
TMR_00080 0.63 0.52 0.77 50 70435 15 8 7 0 46
TMR_00082 0.66 0.56 0.78 54 67827 18 7 8 3 42
TMR_00123 0.79 0.64 0.97 65 66363 3 1 1 1 36
TMR_00137 0.68 0.55 0.83 49 61016 13 6 4 3 40
TMR_00142 0.65 0.46 0.92 47 70825 11 0 4 7 55
TMR_00207 0.74 0.57 0.97 59 72329 4 1 1 2 44
TMR_00257 0.78 0.64 0.94 63 67094 4 4 0 0 35
TMR_00271 0.55 0.44 0.68 40 64202 24 6 13 5 51
TMR_00332 0.67 0.48 0.92 48 67109 5 1 3 1 51
TMR_00366 0.70 0.49 1.00 49 67847 7 0 0 7 51
TMR_00378 0.63 0.46 0.87 45 67844 15 1 6 8 52
TMR_00399 0.60 0.49 0.74 46 64918 16 6 10 0 48
TMR_00404 0.60 0.50 0.72 46 67464 21 3 15 3 46
TMR_00427 0.63 0.45 0.86 44 67477 8 7 0 1 53
TMR_00443 0.73 0.58 0.92 60 67096 6 0 5 1 44
TMR_00451 0.63 0.55 0.73 49 63479 20 10 8 2 40
TMR_00458 0.65 0.54 0.79 50 63483 15 6 7 2 43
TMR_00469 0.79 0.69 0.91 69 64544 10 6 1 3 31
TMR_00472 0.72 0.64 0.82 62 64544 15 7 7 1 35
TMR_00519 0.63 0.53 0.75 50 63123 19 5 12 2 45
TMR_00520 0.63 0.48 0.81 48 63131 13 3 8 2 51
TMR_00522 0.62 0.47 0.82 46 63134 15 4 6 5 51
TMR_00528 0.67 0.54 0.84 52 63128 15 4 6 5 45
TMR_00540 0.60 0.45 0.81 47 73478 11 4 7 0 57
TMR_00568 0.77 0.68 0.87 67 60649 15 1 9 5 32
TMR_00571 0.80 0.71 0.91 70 60649 12 1 6 5 29
TMR_00580 0.78 0.68 0.89 68 60650 13 2 6 5 32
TMR_00584 0.80 0.70 0.91 68 61000 10 3 4 3 29
TMR_00586 0.74 0.66 0.83 64 60998 18 6 7 5 33
TMR_00616 0.74 0.65 0.85 64 67086 12 7 4 1 35
TMR_00699 0.66 0.49 0.89 50 67105 6 1 5 0 52
TMR_00702 0.60 0.45 0.79 45 67104 12 2 10 0 55
TMR_00703 0.71 0.57 0.90 56 67466 6 2 4 0 43

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Performance of PknotsRG - scored lower in this pairwise comparison

1. Total counts & total scores for PknotsRG

Total Base Pair Counts
Total TP 10780
Total TN 12413400
Total FP 10748
Total FP CONTRA 1312
Total FP INCONS 8514
Total FP COMP 922
Total FN 10635
Total Scores
MCC 0.512
Average MCC ± 95% Confidence Intervals 0.511 ± 0.021
Sensitivity 0.503
Positive Predictive Value 0.523
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.71 0.70 69 47796 32 9 21 2 28
ASE_00005 0.63 0.58 0.68 68 57870 38 0 32 6 49
ASE_00006 0.57 0.58 0.57 54 47491 44 7 34 3 39
ASE_00007 0.57 0.55 0.61 60 59586 43 1 38 4 50
ASE_00012 0.58 0.54 0.61 67 73811 49 2 40 7 56
ASE_00018 0.80 0.76 0.84 102 80479 22 3 17 2 32
ASE_00020 0.53 0.52 0.53 66 73796 58 8 50 0 60
ASE_00021 0.57 0.54 0.61 86 104056 61 7 47 7 74
ASE_00022 0.46 0.44 0.48 54 82915 65 6 53 6 70
ASE_00028 0.59 0.56 0.61 71 84550 53 4 41 8 55
ASE_00035 0.30 0.28 0.32 33 70398 76 11 58 7 85
ASE_00037 0.24 0.23 0.25 25 59239 79 3 73 3 85
ASE_00038 0.55 0.54 0.56 55 53529 45 4 40 1 46
ASE_00040 0.50 0.47 0.52 63 78882 64 5 53 6 70
ASE_00041 0.52 0.50 0.55 54 57532 48 2 42 4 54
ASE_00042 0.53 0.50 0.58 72 89975 54 3 50 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 0.24 0.24 0.25 20 37596 59 5 54 0 65
ASE_00074 0.58 0.57 0.59 68 67781 47 6 41 0 51
ASE_00075 0.65 0.59 0.71 96 108676 46 2 37 7 66
ASE_00077 0.25 0.24 0.25 21 45067 67 7 55 5 65
ASE_00078 0.68 0.67 0.68 56 42989 31 5 21 5 27
ASE_00080 0.46 0.44 0.48 54 71519 61 5 53 3 69
ASE_00081 0.53 0.53 0.54 51 49676 44 5 38 1 46
ASE_00082 0.50 0.47 0.54 54 70400 60 1 45 14 62
ASE_00083 0.79 0.75 0.83 82 62382 26 2 15 9 28
ASE_00084 0.70 0.69 0.72 68 53534 29 6 20 3 31
ASE_00087 0.61 0.58 0.65 83 88283 49 5 39 5 61
ASE_00090 0.59 0.59 0.59 60 55509 47 2 40 5 41
ASE_00092 0.73 0.70 0.76 79 63442 30 0 25 5 34
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.65 0.63 0.68 75 64151 36 3 32 1 44
ASE_00105 0.38 0.36 0.40 40 64160 66 9 52 5 71
ASE_00107 0.47 0.45 0.50 57 73039 57 2 55 0 70
ASE_00115 0.48 0.47 0.49 47 54520 56 1 47 8 54
ASE_00118 0.45 0.44 0.45 45 60627 57 4 50 3 57
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.40 0.39 0.42 33 38424 50 2 44 4 52
ASE_00125 0.64 0.63 0.65 55 39255 30 4 26 0 33
ASE_00126 0.79 0.79 0.78 65 40387 21 3 15 3 17
ASE_00128 0.76 0.73 0.80 73 53210 25 2 16 7 27
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.64 0.58 0.72 49 39272 29 0 19 10 36
ASE_00134 0.56 0.57 0.55 54 50305 49 4 40 5 41
ASE_00135 0.47 0.46 0.48 50 63085 59 8 47 4 59
ASE_00136 0.49 0.47 0.51 43 48121 50 1 40 9 49
ASE_00137 0.44 0.43 0.45 42 48423 53 5 46 2 56
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.69 0.65 0.74 81 70767 33 3 25 5 44
ASE_00142 0.74 0.70 0.79 85 67054 26 4 18 4 37
ASE_00146 0.51 0.46 0.56 57 70775 47 0 44 3 67
ASE_00153 0.61 0.62 0.61 45 57556 71 2 27 42 28
ASE_00163 0.29 0.29 0.30 27 53211 72 7 56 9 66
ASE_00165 0.57 0.55 0.60 56 52881 39 7 31 1 45
ASE_00170 0.70 0.68 0.72 63 48741 25 2 22 1 30
ASE_00171 0.71 0.70 0.73 66 48425 25 5 20 0 28
ASE_00172 0.68 0.66 0.70 70 58896 35 4 26 5 36
ASE_00174 0.55 0.51 0.59 56 60980 39 3 36 0 53
ASE_00175 0.44 0.44 0.45 47 59926 62 6 52 4 60
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 0.55 56 57528 50 3 43 4 50
ASE_00182 0.49 0.47 0.51 64 84129 65 6 56 3 72
ASE_00183 0.72 0.71 0.73 80 61316 33 2 27 4 33
ASE_00184 0.63 0.64 0.63 65 54511 39 10 29 0 37
ASE_00185 0.61 0.59 0.65 75 73420 43 5 36 2 53
ASE_00186 0.74 0.70 0.78 92 78885 31 3 23 5 40
ASE_00190 0.46 0.44 0.47 40 45366 45 8 37 0 50
ASE_00197 0.48 0.46 0.51 66 89124 66 4 59 3 79
ASE_00198 0.54 0.53 0.55 54 52551 45 6 39 0 48
ASE_00203 0.70 0.68 0.72 65 46575 29 6 19 4 31
ASE_00212 0.54 0.52 0.55 77 93822 66 5 57 4 71
ASE_00214 0.78 0.76 0.80 78 56182 28 3 17 8 25
ASE_00215 0.55 0.53 0.57 52 48425 42 4 35 3 47
ASE_00216 0.60 0.61 0.60 50 39256 36 8 26 2 32
ASE_00217 0.30 0.29 0.32 26 40388 60 6 50 4 64
ASE_00221 0.40 0.38 0.42 45 64514 65 3 58 4 72
ASE_00228 0.59 0.59 0.58 51 46883 37 14 23 0 35
ASE_00229 0.58 0.57 0.59 50 42401 39 5 30 4 37
ASE_00231 0.69 0.69 0.70 66 47801 28 5 23 0 30
ASE_00232 0.56 0.55 0.57 46 38422 38 3 32 3 38
ASE_00234 0.52 0.49 0.55 63 75351 56 2 50 4 66
ASE_00238 0.48 0.47 0.50 54 64152 58 4 51 3 60
ASE_00241 0.56 0.54 0.58 47 43875 43 0 34 9 40
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.46 0.42 0.49 48 62384 49 3 46 0 66
ASE_00254 0.61 0.60 0.63 49 36778 33 5 24 4 33
ASE_00255 0.47 0.45 0.50 59 74572 60 7 53 0 71
ASE_00257 0.64 0.64 0.65 62 50944 34 0 34 0 35
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.46 0.44 0.48 39 45069 51 5 37 9 49
ASE_00270 0.63 0.62 0.64 79 72267 45 8 36 1 49
ASE_00274 0.48 0.47 0.50 48 55515 48 8 40 0 55
ASE_00277 0.39 0.40 0.39 36 48113 58 9 47 2 55
ASE_00279 0.38 0.36 0.41 36 53213 58 1 51 6 65
ASE_00280 0.37 0.37 0.38 36 51908 62 6 53 3 62
ASE_00281 0.54 0.51 0.58 45 44473 39 0 33 6 43
ASE_00282 0.42 0.41 0.42 52 77692 72 6 65 1 75
ASE_00283 0.74 0.73 0.76 78 61673 27 5 20 2 29
ASE_00284 0.62 0.60 0.64 65 58210 43 4 32 7 43
ASE_00285 0.62 0.58 0.66 71 68899 43 2 34 7 51
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.59 0.55 0.63 57 54855 40 0 34 6 46
ASE_00292 0.71 0.66 0.76 91 81690 34 4 25 5 47
ASE_00294 0.78 0.74 0.83 127 114328 29 3 23 3 44
ASE_00296 0.31 0.30 0.33 43 91677 88 8 78 2 102
ASE_00297 0.53 0.53 0.54 52 52878 50 3 42 5 46
ASE_00298 0.19 0.19 0.19 21 67420 90 9 78 3 92
ASE_00318 0.64 0.61 0.67 72 80092 40 13 23 4 46
ASE_00328 0.41 0.41 0.41 46 72659 73 3 63 7 66
ASE_00332 0.54 0.51 0.57 71 81686 59 2 51 6 67
ASE_00335 0.52 0.52 0.52 60 75350 64 13 43 8 56
ASE_00340 0.71 0.72 0.71 61 45970 34 7 18 9 24
ASE_00342 0.48 0.45 0.50 52 62378 51 1 50 0 63
ASE_00353 0.46 0.47 0.45 50 57860 60 11 49 0 57
ASE_00361 0.37 0.36 0.38 46 75345 78 9 66 3 81
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 0.32 0.31 0.33 33 54184 72 7 61 4 72
ASE_00366 0.52 0.54 0.50 53 58547 55 12 41 2 45
ASE_00367 0.33 0.35 0.32 30 42976 65 8 57 0 56
ASE_00369 0.68 0.67 0.69 72 55841 37 2 30 5 35
ASE_00370 0.65 0.63 0.66 53 41825 27 5 22 0 31
ASE_00372 0.72 0.71 0.72 71 51905 30 5 22 3 29
ASE_00374 0.56 0.56 0.57 49 44764 37 8 29 0 39
ASE_00376 0.52 0.50 0.54 53 56855 48 4 41 3 52
ASE_00377 0.69 0.66 0.72 71 57531 34 3 25 6 36
ASE_00379 0.44 0.44 0.45 39 45969 55 7 41 7 50
ASE_00382 0.51 0.51 0.52 43 41822 43 6 34 3 41
ASE_00383 0.44 0.43 0.45 45 54516 59 4 50 5 60
ASE_00384 0.73 0.71 0.75 65 48429 27 4 18 5 27
ASE_00386 0.53 0.53 0.53 51 50306 51 4 42 5 45
ASE_00387 0.36 0.37 0.35 38 55837 70 6 64 0 66
ASE_00388 0.68 0.67 0.69 60 45666 32 1 26 5 29
ASE_00390 0.50 0.48 0.53 41 42117 44 6 31 7 44
ASE_00393 0.36 0.34 0.38 32 47810 59 3 50 6 61
ASE_00394 0.72 0.72 0.73 67 46879 28 3 22 3 26
ASE_00395 0.51 0.49 0.53 41 41539 45 1 35 9 43
ASE_00396 0.37 0.36 0.38 30 41536 55 5 45 5 53
ASE_00397 0.52 0.51 0.52 54 54511 50 7 43 0 51
ASE_00398 0.64 0.62 0.66 64 55848 36 1 32 3 40
ASE_00400 0.53 0.52 0.54 55 57868 48 5 42 1 51
ASE_00401 0.55 0.56 0.54 70 76898 60 13 47 0 56
ASE_00402 0.60 0.59 0.61 50 42404 35 4 28 3 35
ASE_00403 0.47 0.44 0.50 47 55851 51 3 44 4 60
ASE_00404 0.56 0.55 0.56 47 42987 42 0 37 5 38
ASE_00406 0.69 0.66 0.72 62 48742 33 2 22 9 32
ASE_00411 0.26 0.27 0.26 24 49362 69 12 57 0 65
ASE_00412 0.38 0.37 0.39 39 58212 60 13 47 0 66
ASE_00413 0.46 0.49 0.43 40 44457 54 14 40 0 41
ASE_00415 0.51 0.51 0.51 53 54843 52 7 43 2 50
ASE_00416 0.71 0.68 0.75 86 77306 36 1 28 7 41
ASE_00419 0.76 0.73 0.80 75 54852 23 4 15 4 28
ASE_00422 0.48 0.47 0.49 44 46881 51 5 41 5 50
ASE_00423 0.49 0.49 0.50 53 56847 56 9 44 3 56
ASE_00428 0.54 0.52 0.57 65 76521 54 5 45 4 60
ASE_00430 0.63 0.61 0.66 59 46881 36 5 26 5 38
ASE_00437 0.42 0.41 0.44 55 79275 71 4 67 0 80
ASE_00441 0.78 0.74 0.83 83 64161 28 1 16 11 29
ASE_00448 0.22 0.22 0.23 25 64151 91 6 79 6 87
ASE_00451 0.50 0.47 0.52 59 70763 57 3 51 3 66
RFA_00599 0.63 0.68 0.60 75 101349 70 18 33 19 36
RFA_00601 0.48 0.50 0.46 57 99111 86 21 46 19 57
RFA_00602 0.69 0.72 0.67 83 101351 61 10 31 20 33
TMR_00017 0.36 0.37 0.36 38 67055 74 15 53 6 64
TMR_00018 0.30 0.32 0.30 29 64522 75 10 59 6 63
TMR_00038 0.24 0.25 0.24 27 71141 89 12 73 4 83
TMR_00042 0.24 0.24 0.24 24 62735 79 9 67 3 74
TMR_00046 0.54 0.55 0.54 53 62736 49 11 35 3 43
TMR_00048 0.32 0.34 0.30 32 64875 78 9 64 5 63
TMR_00080 0.59 0.61 0.56 59 70395 49 16 30 3 37
TMR_00082 0.63 0.64 0.63 61 67799 41 12 24 5 35
TMR_00123 0.46 0.47 0.46 47 66327 57 11 45 1 54
TMR_00137 0.27 0.28 0.26 25 60980 78 14 56 8 64
TMR_00142 0.45 0.47 0.44 48 70767 70 15 46 9 54
TMR_00207 0.36 0.35 0.36 36 72291 70 4 59 7 67
TMR_00257 0.25 0.24 0.26 24 67068 73 8 61 4 74
TMR_00271 0.49 0.48 0.49 44 64171 54 8 38 8 47
TMR_00332 0.39 0.38 0.40 38 67065 62 9 49 4 61
TMR_00366 0.28 0.28 0.29 28 67798 83 12 58 13 72
TMR_00378 0.29 0.30 0.28 29 67791 87 7 69 11 68
TMR_00399 0.16 0.17 0.15 16 64871 97 27 66 4 78
TMR_00404 0.28 0.30 0.26 28 67421 90 22 57 11 64
TMR_00427 0.31 0.31 0.31 30 67432 71 11 55 5 67
TMR_00443 0.45 0.45 0.46 47 67058 58 14 42 2 57
TMR_00451 0.17 0.19 0.16 17 63441 88 16 72 0 72
TMR_00458 0.20 0.20 0.20 19 63449 85 19 59 7 74
TMR_00469 0.40 0.41 0.38 41 64513 66 11 55 0 59
TMR_00472 0.36 0.38 0.35 37 64514 72 24 45 3 60
TMR_00519 0.14 0.15 0.13 14 63086 100 16 74 10 81
TMR_00520 0.36 0.37 0.35 37 63085 78 13 55 10 62
TMR_00522 0.36 0.36 0.36 35 63092 72 11 52 9 62
TMR_00528 0.13 0.13 0.12 13 63082 105 12 83 10 84
TMR_00540 0.45 0.45 0.46 47 73433 65 4 52 9 57
TMR_00568 0.59 0.59 0.60 58 60630 47 3 35 9 41
TMR_00571 0.59 0.60 0.58 59 60625 47 7 35 5 40
TMR_00580 0.32 0.31 0.32 31 60630 70 13 52 5 69
TMR_00584 0.40 0.42 0.38 41 60967 72 8 59 5 56
TMR_00586 0.23 0.25 0.22 24 60964 88 18 69 1 73
TMR_00616 0.37 0.37 0.36 37 67058 71 18 48 5 62
TMR_00699 0.41 0.41 0.41 42 67059 63 10 50 3 60
TMR_00702 0.28 0.29 0.28 29 67057 80 18 57 5 71
TMR_00703 0.31 0.31 0.31 31 67427 74 16 54 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.