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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 Contrafold - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(20) Contrafold
MCC 0.717 > 0.601
Average MCC ± 95% Confidence Intervals 0.717 ± 0.012 > 0.600 ± 0.020
Sensitivity 0.561 < 0.576
Positive Predictive Value 0.916 > 0.628
Total TP 12015 < 12335
Total TN 12420889 > 12414368
Total FP 1310 < 8481
Total FP CONTRA 248 < 1069
Total FP INCONS 854 < 6234
Total FP COMP 208 < 1178
Total FN 9400 > 9080
P-value 3.56938820447e-08

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Performance plots


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

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

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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 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.