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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 UNAFold - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(20) UNAFold
MCC 0.717 > 0.531
Average MCC ± 95% Confidence Intervals 0.717 ± 0.012 > 0.530 ± 0.021
Sensitivity 0.561 > 0.519
Positive Predictive Value 0.916 > 0.545
Total TP 12015 > 11121
Total TN 12420889 > 12413594
Total FP 1310 < 10209
Total FP CONTRA 248 < 1331
Total FP INCONS 854 < 7960
Total FP COMP 208 < 918
Total FN 9400 < 10294
P-value 3.56938820447e-08

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Performance plots


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

  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 UNAFold).

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

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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 UNAFold - scored lower in this pairwise comparison

1. Total counts & total scores for UNAFold

Total Base Pair Counts
Total TP 11121
Total TN 12413594
Total FP 10209
Total FP CONTRA 1331
Total FP INCONS 7960
Total FP COMP 918
Total FN 10294
Total Scores
MCC 0.531
Average MCC ± 95% Confidence Intervals 0.530 ± 0.021
Sensitivity 0.519
Positive Predictive Value 0.545
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.71 0.70 0.72 68 47800 29 9 18 2 29
ASE_00005 0.60 0.54 0.67 63 57876 35 1 30 4 54
ASE_00006 0.67 0.66 0.68 61 47496 32 7 22 3 32
ASE_00007 0.57 0.54 0.60 59 59587 43 1 38 4 51
ASE_00012 0.52 0.48 0.56 59 73814 52 4 43 5 64
ASE_00018 0.78 0.73 0.84 98 80484 21 4 15 2 36
ASE_00020 0.57 0.54 0.60 68 73806 46 7 39 0 58
ASE_00021 0.58 0.54 0.62 86 104057 60 7 46 7 74
ASE_00022 0.46 0.45 0.48 56 82911 67 6 55 6 68
ASE_00028 0.56 0.55 0.57 69 84545 60 8 44 8 57
ASE_00035 0.30 0.28 0.32 33 70398 76 12 57 7 85
ASE_00037 0.63 0.59 0.66 65 59242 37 0 33 4 45
ASE_00038 0.54 0.53 0.54 54 53528 47 4 42 1 47
ASE_00040 0.48 0.46 0.50 61 78882 66 5 55 6 72
ASE_00041 0.44 0.41 0.47 44 57537 53 2 47 4 64
ASE_00042 0.61 0.57 0.64 83 89971 49 2 44 3 62
ASE_00044 0.69 0.68 0.70 71 54514 34 3 27 4 34
ASE_00064 0.32 0.31 0.32 28 45363 69 4 56 9 61
ASE_00068 0.52 0.49 0.55 42 37598 35 4 31 0 43
ASE_00074 0.58 0.57 0.60 68 67782 46 5 41 0 51
ASE_00075 0.61 0.56 0.68 90 108678 47 3 40 4 72
ASE_00077 0.52 0.51 0.54 44 45068 38 7 31 0 42
ASE_00078 0.65 0.63 0.68 52 42994 31 0 25 6 31
ASE_00080 0.47 0.45 0.49 55 71519 60 5 52 3 68
ASE_00081 0.56 0.54 0.58 52 49680 39 2 36 1 45
ASE_00082 0.55 0.51 0.59 59 70400 55 1 40 14 57
ASE_00083 0.79 0.75 0.83 82 62382 24 2 15 7 28
ASE_00084 0.69 0.69 0.70 68 53531 32 6 23 3 31
ASE_00087 0.59 0.54 0.64 78 88288 49 5 39 5 66
ASE_00090 0.59 0.59 0.59 60 55509 47 2 40 5 41
ASE_00092 0.69 0.65 0.73 74 63444 33 5 23 5 39
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.70 0.67 0.73 80 64151 31 5 25 1 39
ASE_00105 0.36 0.34 0.38 38 64161 64 6 56 2 73
ASE_00107 0.66 0.65 0.67 82 73031 40 5 35 0 45
ASE_00115 0.49 0.48 0.51 48 54521 53 1 45 7 53
ASE_00118 0.58 0.56 0.59 57 60630 42 3 36 3 45
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.28 0.27 0.29 23 38425 59 3 52 4 62
ASE_00125 0.64 0.63 0.65 55 39255 30 4 26 0 33
ASE_00126 0.75 0.77 0.74 63 40385 26 3 19 4 19
ASE_00128 0.65 0.62 0.69 62 53211 36 3 25 8 38
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.61 0.55 0.68 47 39271 32 0 22 10 38
ASE_00134 0.41 0.42 0.40 40 50302 64 10 51 3 55
ASE_00135 0.46 0.45 0.47 49 63085 59 8 48 3 60
ASE_00136 0.56 0.52 0.60 48 48125 41 1 31 9 44
ASE_00137 0.67 0.65 0.68 64 48422 32 4 26 2 34
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.72 0.67 0.77 84 70767 27 4 21 2 41
ASE_00142 0.74 0.70 0.79 85 67054 26 4 18 4 37
ASE_00146 0.55 0.52 0.60 64 70769 49 2 41 6 60
ASE_00153 0.67 0.68 0.66 50 57554 68 2 24 42 23
ASE_00163 0.60 0.59 0.62 55 53212 45 2 32 11 38
ASE_00165 0.54 0.52 0.56 53 52881 42 5 36 1 48
ASE_00170 0.70 0.68 0.72 63 48740 26 2 23 1 30
ASE_00171 0.70 0.69 0.71 65 48425 26 5 21 0 29
ASE_00172 0.69 0.68 0.70 72 58893 36 6 25 5 34
ASE_00174 0.52 0.51 0.53 56 60970 50 6 43 1 53
ASE_00175 0.73 0.70 0.76 75 59932 31 2 22 7 32
ASE_00179 0.65 0.65 0.64 55 44167 31 6 25 0 29
ASE_00180 0.65 0.62 0.69 62 51270 33 2 26 5 38
ASE_00181 0.54 0.53 0.55 56 57528 50 3 43 4 50
ASE_00182 0.53 0.51 0.55 69 84130 59 6 50 3 67
ASE_00183 0.72 0.71 0.73 80 61316 33 2 27 4 33
ASE_00184 0.66 0.66 0.66 67 54513 35 9 26 0 35
ASE_00185 0.74 0.71 0.77 91 73418 33 5 22 6 37
ASE_00186 0.74 0.70 0.79 92 78886 30 3 22 5 40
ASE_00190 0.57 0.54 0.60 49 45369 35 6 27 2 41
ASE_00197 0.54 0.50 0.58 73 89127 58 2 51 5 72
ASE_00198 0.53 0.53 0.53 54 52549 47 7 40 0 48
ASE_00203 0.62 0.61 0.63 59 46572 34 6 28 0 37
ASE_00212 0.51 0.49 0.54 72 93827 66 5 57 4 76
ASE_00214 0.79 0.77 0.81 79 56182 27 3 16 8 24
ASE_00215 0.58 0.55 0.62 54 48429 35 7 26 2 45
ASE_00216 0.66 0.66 0.67 54 39259 28 9 18 1 28
ASE_00217 0.30 0.29 0.33 26 40390 58 6 48 4 64
ASE_00221 0.57 0.52 0.64 61 64524 38 3 32 3 56
ASE_00228 0.53 0.55 0.52 47 46880 44 14 30 0 39
ASE_00229 0.60 0.60 0.61 52 42401 33 10 23 0 35
ASE_00231 0.31 0.31 0.31 30 47798 67 8 59 0 66
ASE_00232 0.59 0.58 0.60 49 38422 34 3 29 2 35
ASE_00234 0.51 0.47 0.54 61 75354 55 4 47 4 68
ASE_00238 0.52 0.50 0.53 57 64154 55 1 49 5 57
ASE_00241 0.55 0.53 0.58 46 43876 41 5 29 7 41
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.41 0.38 0.44 43 62383 55 3 52 0 71
ASE_00254 0.74 0.72 0.76 59 36778 24 6 13 5 23
ASE_00255 0.48 0.45 0.50 59 74573 59 7 52 0 71
ASE_00257 0.56 0.56 0.57 54 50946 40 9 31 0 43
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.49 0.45 0.53 40 45074 45 4 32 9 48
ASE_00270 0.68 0.66 0.69 85 72267 40 7 31 2 43
ASE_00274 0.50 0.49 0.51 50 55513 48 9 39 0 53
ASE_00277 0.39 0.38 0.39 35 48115 57 9 46 2 56
ASE_00279 0.70 0.66 0.74 67 53210 28 0 24 4 34
ASE_00280 0.62 0.60 0.64 59 51911 38 4 29 5 39
ASE_00281 0.54 0.51 0.58 45 44473 39 0 33 6 43
ASE_00282 0.55 0.54 0.56 69 77692 54 6 48 0 58
ASE_00283 0.82 0.79 0.86 84 61678 22 2 12 8 23
ASE_00284 0.63 0.61 0.65 66 58209 41 5 31 5 42
ASE_00285 0.69 0.65 0.73 79 68898 36 2 27 7 43
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.70 0.66 0.75 68 54855 30 2 21 7 35
ASE_00292 0.64 0.59 0.70 82 81693 38 3 32 3 56
ASE_00294 0.78 0.74 0.83 127 114328 29 3 23 3 44
ASE_00296 0.29 0.28 0.31 40 91676 90 9 81 0 105
ASE_00297 0.68 0.67 0.69 66 52879 30 4 26 0 32
ASE_00298 0.46 0.44 0.48 50 67423 59 6 49 4 63
ASE_00318 0.65 0.64 0.67 75 80088 41 13 24 4 43
ASE_00328 0.40 0.40 0.41 45 72660 73 3 63 7 67
ASE_00332 0.54 0.51 0.56 71 81683 57 2 54 1 67
ASE_00335 0.48 0.47 0.50 54 75358 61 5 49 7 62
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00342 0.56 0.51 0.60 59 62383 39 2 37 0 56
ASE_00353 0.49 0.50 0.48 53 57859 58 11 47 0 54
ASE_00361 0.49 0.46 0.51 59 75351 59 7 49 3 68
ASE_00362 0.62 0.62 0.63 56 48116 36 6 27 3 35
ASE_00363 0.55 0.55 0.54 52 51264 47 4 40 3 42
ASE_00364 0.31 0.30 0.32 32 54184 72 7 62 3 73
ASE_00366 0.56 0.58 0.54 57 58547 50 10 39 1 41
ASE_00367 0.55 0.56 0.55 48 42983 43 6 34 3 38
ASE_00369 0.65 0.63 0.67 67 55845 37 3 30 4 40
ASE_00370 0.67 0.65 0.69 55 41825 25 7 18 0 29
ASE_00372 0.70 0.69 0.71 69 51906 31 5 23 3 31
ASE_00374 0.56 0.56 0.57 49 44764 37 8 29 0 39
ASE_00376 0.52 0.50 0.55 53 56856 47 4 40 3 52
ASE_00377 0.68 0.66 0.70 71 57529 36 4 26 6 36
ASE_00379 0.70 0.69 0.71 61 45970 34 3 22 9 28
ASE_00382 0.53 0.52 0.54 44 41824 40 6 31 3 40
ASE_00383 0.53 0.50 0.55 53 54519 47 4 39 4 52
ASE_00384 0.60 0.59 0.61 54 48428 39 2 32 5 38
ASE_00386 0.62 0.61 0.63 59 50309 42 2 33 7 37
ASE_00387 0.44 0.44 0.44 46 55841 58 6 52 0 58
ASE_00388 0.73 0.73 0.74 65 45665 28 3 20 5 24
ASE_00390 0.49 0.47 0.51 40 42117 45 6 32 7 45
ASE_00393 0.36 0.34 0.38 32 47810 59 3 50 6 61
ASE_00394 0.75 0.75 0.75 70 46878 26 5 18 3 23
ASE_00395 0.55 0.58 0.52 49 41521 46 8 38 0 35
ASE_00396 0.57 0.58 0.56 48 41530 43 8 30 5 35
ASE_00397 0.57 0.57 0.58 60 54511 46 3 41 2 45
ASE_00398 0.66 0.64 0.68 67 55846 35 3 29 3 37
ASE_00400 0.56 0.55 0.57 58 57869 44 4 39 1 48
ASE_00401 0.56 0.56 0.56 70 76904 54 11 43 0 56
ASE_00402 0.62 0.61 0.63 52 42403 34 6 25 3 33
ASE_00403 0.46 0.44 0.47 47 55846 53 3 49 1 60
ASE_00404 0.55 0.54 0.57 46 42990 42 0 35 7 39
ASE_00406 0.70 0.67 0.73 63 48742 27 8 15 4 31
ASE_00411 0.35 0.36 0.34 32 49362 61 11 50 0 57
ASE_00412 0.45 0.44 0.47 46 58213 54 8 44 2 59
ASE_00413 0.53 0.56 0.51 45 44462 44 14 30 0 36
ASE_00415 0.43 0.44 0.42 45 54840 63 9 52 2 58
ASE_00416 0.70 0.67 0.73 85 77305 38 2 29 7 42
ASE_00419 0.77 0.74 0.81 76 54852 22 4 14 4 27
ASE_00422 0.70 0.68 0.73 64 46883 31 5 19 7 30
ASE_00423 0.50 0.49 0.52 53 56852 51 7 41 3 56
ASE_00428 0.53 0.51 0.56 64 76521 55 5 46 4 61
ASE_00430 0.64 0.62 0.66 60 46880 38 5 26 7 37
ASE_00437 0.42 0.40 0.44 54 79278 69 5 64 0 81
ASE_00441 0.77 0.72 0.82 81 64162 30 2 16 12 31
ASE_00448 0.22 0.22 0.23 25 64150 92 6 80 6 87
ASE_00451 0.63 0.59 0.68 74 70767 38 2 33 3 51
RFA_00599 0.67 0.70 0.63 78 101352 64 17 28 19 33
RFA_00601 0.47 0.49 0.44 56 99109 89 21 49 19 58
RFA_00602 0.51 0.53 0.48 62 101347 86 18 48 20 54
TMR_00017 0.38 0.38 0.39 39 67060 68 15 47 6 63
TMR_00018 0.25 0.26 0.24 24 64521 81 11 64 6 68
TMR_00038 0.25 0.25 0.25 28 71142 87 12 71 4 82
TMR_00042 0.29 0.30 0.29 29 62736 73 8 62 3 69
TMR_00046 0.56 0.56 0.57 54 62740 47 7 34 6 42
TMR_00048 0.33 0.35 0.31 33 64874 78 9 64 5 62
TMR_00080 0.61 0.61 0.61 59 70403 41 10 28 3 37
TMR_00082 0.59 0.58 0.60 56 67802 43 12 26 5 40
TMR_00123 0.17 0.17 0.17 17 66327 92 11 75 6 84
TMR_00137 0.16 0.17 0.16 15 60979 89 14 67 8 74
TMR_00142 0.57 0.61 0.54 62 70761 53 21 32 0 40
TMR_00207 0.25 0.24 0.26 25 72292 80 6 67 7 78
TMR_00257 0.20 0.19 0.20 19 67068 78 8 66 4 79
TMR_00271 0.47 0.46 0.48 42 64173 54 7 39 8 49
TMR_00332 0.28 0.27 0.29 27 67067 71 14 53 4 72
TMR_00366 0.31 0.30 0.31 30 67800 79 10 56 13 70
TMR_00378 0.29 0.30 0.28 29 67792 86 7 68 11 68
TMR_00399 0.29 0.31 0.28 29 64875 80 23 53 4 65
TMR_00404 0.21 0.23 0.20 21 67425 94 23 59 12 71
TMR_00427 0.33 0.33 0.33 32 67430 69 11 55 3 65
TMR_00443 0.37 0.38 0.36 39 67053 71 13 56 2 65
TMR_00451 0.22 0.24 0.21 21 63448 83 14 63 6 68
TMR_00458 0.15 0.15 0.15 14 63450 89 19 63 7 79
TMR_00469 0.40 0.41 0.39 41 64514 65 11 54 0 59
TMR_00472 0.33 0.33 0.33 32 64523 77 10 55 12 65
TMR_00519 0.19 0.20 0.18 19 63084 97 18 69 10 76
TMR_00520 0.46 0.46 0.46 46 63090 64 12 42 10 53
TMR_00522 0.36 0.36 0.36 35 63094 70 11 50 9 62
TMR_00528 0.30 0.31 0.29 30 63086 84 20 54 10 67
TMR_00540 0.42 0.41 0.43 43 73435 66 10 48 8 61
TMR_00568 0.35 0.34 0.37 34 60633 65 9 50 6 65
TMR_00571 0.32 0.32 0.32 32 60626 75 12 56 7 67
TMR_00580 0.26 0.26 0.25 26 60624 77 19 57 1 74
TMR_00584 0.52 0.51 0.53 49 60982 55 7 37 11 48
TMR_00586 0.23 0.25 0.22 24 60965 87 18 68 1 73
TMR_00616 0.35 0.34 0.35 34 67064 68 14 49 5 65
TMR_00699 0.39 0.37 0.40 38 67066 61 7 50 4 64
TMR_00702 0.19 0.19 0.20 19 67065 80 17 60 3 81
TMR_00703 0.36 0.36 0.37 36 67430 67 12 50 5 63

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