CompaRNA - on-line benchmarks of RNA structure prediction methods
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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 RNAsubopt - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(20) RNAsubopt
MCC 0.717 > 0.519
Average MCC ± 95% Confidence Intervals 0.717 ± 0.012 > 0.518 ± 0.021
Sensitivity 0.561 > 0.518
Positive Predictive Value 0.916 > 0.522
Total TP 12015 > 11090
Total TN 12420889 > 12412779
Total FP 1310 < 11171
Total FP CONTRA 248 < 1377
Total FP INCONS 854 < 8760
Total FP COMP 208 < 1034
Total FN 9400 < 10325
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAsubopt).

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

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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 RNAsubopt - scored lower in this pairwise comparison

1. Total counts & total scores for RNAsubopt

Total Base Pair Counts
Total TP 11090
Total TN 12412779
Total FP 11171
Total FP CONTRA 1377
Total FP INCONS 8760
Total FP COMP 1034
Total FN 10325
Total Scores
MCC 0.519
Average MCC ± 95% Confidence Intervals 0.518 ± 0.021
Sensitivity 0.518
Positive Predictive Value 0.522
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.78 0.78 0.78 76 47798 22 2 19 1 21
ASE_00005 0.55 0.53 0.57 62 57861 51 2 45 4 55
ASE_00006 0.55 0.56 0.54 52 47489 46 5 40 1 41
ASE_00007 0.37 0.37 0.37 41 59575 71 1 68 2 69
ASE_00012 0.44 0.43 0.44 53 73800 71 10 57 4 70
ASE_00018 0.67 0.64 0.70 86 80479 39 1 35 3 48
ASE_00020 0.47 0.47 0.47 59 73795 66 10 56 0 67
ASE_00021 0.56 0.54 0.58 86 104048 66 9 53 4 74
ASE_00022 0.47 0.48 0.47 59 82903 73 6 60 7 65
ASE_00028 0.70 0.67 0.72 85 84548 42 6 27 9 41
ASE_00035 0.37 0.36 0.38 42 70389 76 11 58 7 76
ASE_00037 0.42 0.40 0.45 44 59242 57 1 53 3 66
ASE_00038 0.51 0.50 0.52 51 53529 49 3 45 1 50
ASE_00040 0.36 0.35 0.37 47 78876 88 4 76 8 86
ASE_00041 0.54 0.53 0.56 57 57528 50 2 43 5 51
ASE_00042 0.60 0.57 0.63 83 89968 50 4 45 1 62
ASE_00044 0.69 0.70 0.70 73 54510 36 3 29 4 32
ASE_00064 0.36 0.38 0.35 34 45353 68 8 56 4 55
ASE_00068 0.54 0.52 0.56 44 37597 35 0 34 1 41
ASE_00074 0.58 0.58 0.58 69 67777 50 6 44 0 50
ASE_00075 0.67 0.62 0.72 101 108670 45 4 36 5 61
ASE_00077 0.28 0.28 0.28 24 45065 66 8 53 5 62
ASE_00078 0.69 0.69 0.69 57 42988 31 5 21 5 26
ASE_00080 0.42 0.41 0.44 51 71514 69 8 58 3 72
ASE_00081 0.57 0.55 0.60 53 49681 41 0 36 5 44
ASE_00082 0.45 0.44 0.46 51 70389 70 5 55 10 65
ASE_00083 0.76 0.74 0.78 81 62377 30 2 21 7 29
ASE_00084 0.60 0.60 0.61 59 53532 45 2 35 8 40
ASE_00087 0.54 0.50 0.59 72 88288 58 3 47 8 72
ASE_00090 0.53 0.54 0.51 55 55503 57 4 49 4 46
ASE_00092 0.73 0.73 0.73 82 63433 36 4 27 5 31
ASE_00099 0.65 0.63 0.67 75 64508 42 2 35 5 45
ASE_00104 0.54 0.51 0.58 61 64155 49 3 42 4 58
ASE_00105 0.31 0.31 0.31 34 64151 81 9 67 5 77
ASE_00107 0.66 0.63 0.69 80 73037 39 1 35 3 47
ASE_00115 0.62 0.62 0.62 63 54514 45 4 34 7 38
ASE_00118 0.55 0.55 0.55 56 60625 52 3 42 7 46
ASE_00119 0.71 0.72 0.70 78 62723 36 4 30 2 30
ASE_00123 0.56 0.54 0.59 46 38425 37 2 30 5 39
ASE_00125 0.63 0.63 0.64 55 39254 36 5 26 5 33
ASE_00126 0.78 0.80 0.76 66 40383 28 4 17 7 16
ASE_00128 0.70 0.69 0.70 69 53203 37 3 26 8 31
ASE_00129 0.75 0.74 0.75 82 62726 30 3 24 3 29
ASE_00131 0.56 0.51 0.61 43 39270 37 1 26 10 42
ASE_00134 0.34 0.34 0.35 32 50311 65 4 56 5 63
ASE_00135 0.45 0.45 0.45 49 63081 66 9 51 6 60
ASE_00136 0.52 0.51 0.54 47 48118 49 1 39 9 45
ASE_00137 0.56 0.55 0.58 54 48423 45 3 36 6 44
ASE_00138 0.56 0.54 0.58 44 40394 32 0 32 0 37
ASE_00140 0.56 0.53 0.59 66 70765 45 6 39 0 59
ASE_00142 0.49 0.48 0.50 59 67044 60 7 51 2 63
ASE_00146 0.56 0.53 0.60 66 70766 50 1 43 6 58
ASE_00153 0.67 0.68 0.66 50 57554 66 2 24 40 23
ASE_00163 0.39 0.39 0.39 36 53209 65 6 50 9 57
ASE_00165 0.66 0.64 0.68 65 52879 32 5 26 1 36
ASE_00170 0.67 0.66 0.69 61 48739 35 2 26 7 32
ASE_00171 0.66 0.67 0.66 63 48420 33 5 28 0 31
ASE_00172 0.62 0.63 0.60 67 58885 44 5 39 0 39
ASE_00174 0.52 0.51 0.52 56 60967 54 6 46 2 53
ASE_00175 0.65 0.64 0.67 68 59929 40 3 31 6 39
ASE_00179 0.66 0.68 0.64 57 44164 32 7 25 0 27
ASE_00180 0.65 0.64 0.65 64 51262 39 3 31 5 36
ASE_00181 0.54 0.55 0.54 58 57523 53 4 45 4 48
ASE_00182 0.48 0.47 0.49 64 84125 66 4 62 0 72
ASE_00183 0.73 0.73 0.73 82 61313 35 3 27 5 31
ASE_00184 0.62 0.64 0.61 65 54509 41 10 31 0 37
ASE_00185 0.69 0.66 0.71 85 73416 38 7 28 3 43
ASE_00186 0.75 0.73 0.78 97 78878 34 3 25 6 35
ASE_00190 0.57 0.56 0.58 50 45365 42 7 29 6 40
ASE_00197 0.68 0.66 0.71 95 89120 42 3 35 4 50
ASE_00198 0.65 0.65 0.65 66 52549 41 6 29 6 36
ASE_00203 0.76 0.75 0.77 72 46571 25 4 18 3 24
ASE_00212 0.67 0.65 0.69 96 93822 48 4 39 5 52
ASE_00214 0.73 0.71 0.74 73 56182 32 4 21 7 30
ASE_00215 0.40 0.38 0.42 38 48425 53 2 51 0 61
ASE_00216 0.61 0.62 0.59 51 39254 36 7 28 1 31
ASE_00217 0.42 0.39 0.46 35 40394 48 3 38 7 55
ASE_00221 0.54 0.52 0.55 61 64510 53 1 48 4 56
ASE_00228 0.60 0.63 0.58 54 46878 39 14 25 0 32
ASE_00229 0.73 0.72 0.73 63 42400 28 5 18 5 24
ASE_00231 0.65 0.67 0.64 64 47795 36 5 31 0 32
ASE_00232 0.62 0.62 0.62 52 38419 33 4 28 1 32
ASE_00234 0.36 0.34 0.38 44 75350 76 7 65 4 85
ASE_00238 0.42 0.42 0.42 48 64146 70 6 61 3 66
ASE_00241 0.51 0.53 0.49 46 43862 48 10 38 0 41
ASE_00242 0.46 0.46 0.47 51 60966 60 5 53 2 61
ASE_00248 0.60 0.59 0.62 67 62373 45 1 40 4 47
ASE_00254 0.41 0.40 0.42 33 36777 50 4 42 4 49
ASE_00255 0.68 0.65 0.71 85 74571 41 3 32 6 45
ASE_00257 0.56 0.56 0.57 54 50945 50 4 37 9 43
ASE_00263 0.76 0.77 0.76 92 70379 31 7 22 2 28
ASE_00267 0.60 0.57 0.63 50 45071 37 4 25 8 38
ASE_00270 0.74 0.71 0.76 91 72271 35 1 27 7 37
ASE_00274 0.50 0.50 0.50 51 55510 50 10 40 0 52
ASE_00277 0.46 0.47 0.44 43 48108 55 10 44 1 48
ASE_00279 0.73 0.72 0.74 73 53202 33 3 23 7 28
ASE_00280 0.67 0.66 0.68 65 51907 39 4 27 8 33
ASE_00281 0.44 0.44 0.44 39 44462 51 5 45 1 49
ASE_00282 0.44 0.44 0.45 56 77690 70 4 65 1 71
ASE_00283 0.81 0.79 0.84 84 61676 25 2 14 9 23
ASE_00284 0.51 0.50 0.51 54 58206 58 6 45 7 54
ASE_00285 0.69 0.66 0.73 80 68896 38 2 28 8 42
ASE_00286 0.49 0.49 0.50 45 46575 50 2 43 5 47
ASE_00287 0.72 0.69 0.76 71 54852 32 2 21 9 32
ASE_00292 0.63 0.60 0.66 83 81685 47 1 41 5 55
ASE_00294 0.64 0.61 0.68 104 114329 52 0 48 4 67
ASE_00296 0.29 0.29 0.30 42 91664 100 6 94 0 103
ASE_00297 0.66 0.66 0.65 65 52875 38 7 28 3 33
ASE_00298 0.47 0.45 0.48 51 67422 60 9 46 5 62
ASE_00318 0.62 0.62 0.61 73 80081 50 14 32 4 45
ASE_00328 0.41 0.41 0.41 46 72659 75 5 61 9 66
ASE_00332 0.53 0.51 0.54 71 81678 63 2 59 2 67
ASE_00335 0.42 0.42 0.42 49 75348 79 12 57 10 67
ASE_00340 0.76 0.75 0.76 64 45972 29 6 14 9 21
ASE_00342 0.54 0.51 0.57 59 62377 48 2 43 3 56
ASE_00353 0.50 0.51 0.49 55 57857 59 11 47 1 52
ASE_00361 0.33 0.32 0.34 41 75346 82 10 69 3 86
ASE_00362 0.57 0.57 0.57 52 48114 46 4 35 7 39
ASE_00363 0.42 0.41 0.42 39 51267 60 2 52 6 55
ASE_00364 0.54 0.54 0.55 57 54181 51 6 41 4 48
ASE_00366 0.51 0.54 0.47 53 58541 60 10 49 1 45
ASE_00367 0.31 0.31 0.30 27 42981 68 7 56 5 59
ASE_00369 0.57 0.58 0.56 62 55835 48 3 45 0 45
ASE_00370 0.62 0.63 0.61 53 41818 34 1 33 0 31
ASE_00372 0.69 0.69 0.70 69 51904 34 5 25 4 31
ASE_00374 0.65 0.66 0.64 58 44759 33 7 26 0 30
ASE_00376 0.52 0.51 0.52 54 56850 52 4 45 3 51
ASE_00377 0.81 0.80 0.81 86 57524 26 3 17 6 21
ASE_00379 0.61 0.61 0.61 54 45968 42 4 30 8 35
ASE_00382 0.40 0.40 0.40 34 41821 53 6 44 3 50
ASE_00383 0.59 0.57 0.61 60 54517 43 3 35 5 45
ASE_00384 0.68 0.70 0.67 64 48420 37 5 27 5 28
ASE_00386 0.54 0.56 0.52 54 50300 54 4 45 5 42
ASE_00387 0.62 0.62 0.63 64 55844 43 1 36 6 40
ASE_00388 0.61 0.63 0.60 56 45659 40 2 36 2 33
ASE_00390 0.47 0.46 0.49 39 42116 50 6 34 10 46
ASE_00393 0.53 0.53 0.54 49 47804 48 1 41 6 44
ASE_00394 0.70 0.71 0.69 66 46875 32 3 27 2 27
ASE_00395 0.55 0.55 0.56 46 41534 43 2 34 7 38
ASE_00396 0.35 0.36 0.34 30 41529 62 11 46 5 53
ASE_00397 0.50 0.50 0.50 53 54510 52 7 45 0 52
ASE_00398 0.63 0.63 0.64 65 55844 40 2 34 4 39
ASE_00400 0.56 0.56 0.56 59 57865 47 10 36 1 47
ASE_00401 0.53 0.56 0.51 70 76892 66 13 53 0 56
ASE_00402 0.43 0.42 0.43 36 42403 52 5 42 5 49
ASE_00403 0.39 0.39 0.40 42 55839 64 3 61 0 65
ASE_00404 0.35 0.35 0.36 30 42987 62 1 53 8 55
ASE_00406 0.71 0.70 0.73 66 48737 27 8 17 2 28
ASE_00411 0.30 0.30 0.31 27 49367 66 6 55 5 62
ASE_00412 0.46 0.45 0.47 47 58210 57 9 45 3 58
ASE_00413 0.56 0.59 0.54 48 44462 44 11 30 3 33
ASE_00415 0.48 0.50 0.47 51 54837 64 4 54 6 52
ASE_00416 0.55 0.54 0.58 68 77303 56 9 41 6 59
ASE_00419 0.73 0.73 0.74 75 54844 31 5 22 4 28
ASE_00422 0.49 0.49 0.48 46 46876 55 5 44 6 48
ASE_00423 0.59 0.58 0.60 63 56848 45 7 35 3 46
ASE_00428 0.68 0.66 0.70 82 76519 42 3 32 7 43
ASE_00430 0.62 0.62 0.62 60 46874 42 7 30 5 37
ASE_00437 0.44 0.42 0.46 57 79278 66 4 62 0 78
ASE_00441 0.77 0.74 0.81 83 64158 33 4 16 13 29
ASE_00448 0.51 0.50 0.52 56 64154 61 7 44 10 56
ASE_00451 0.62 0.59 0.64 74 70761 44 1 40 3 51
RFA_00599 0.66 0.70 0.63 78 101351 67 17 29 21 33
RFA_00601 0.22 0.25 0.20 28 99098 124 19 90 15 86
RFA_00602 0.49 0.52 0.47 60 101347 91 15 53 23 56
TMR_00017 0.36 0.38 0.35 39 67049 79 17 56 6 63
TMR_00018 0.12 0.13 0.12 12 64521 93 11 76 6 80
TMR_00038 0.23 0.24 0.22 26 71136 95 11 80 4 84
TMR_00042 0.24 0.24 0.24 24 62735 79 9 67 3 74
TMR_00046 0.54 0.55 0.52 53 62734 54 12 36 6 43
TMR_00048 0.22 0.24 0.20 23 64866 96 16 75 5 72
TMR_00080 0.33 0.33 0.32 32 70401 67 19 48 0 64
TMR_00082 0.41 0.42 0.40 40 67795 65 19 42 4 56
TMR_00123 0.46 0.47 0.46 47 66327 57 11 45 1 54
TMR_00137 0.16 0.18 0.15 16 60971 92 19 69 4 73
TMR_00142 0.50 0.52 0.49 53 70767 66 16 40 10 49
TMR_00207 0.40 0.41 0.40 42 72286 69 9 53 7 61
TMR_00257 0.12 0.12 0.13 12 67066 89 7 76 6 86
TMR_00271 0.38 0.40 0.37 36 64163 71 13 49 9 55
TMR_00332 0.48 0.47 0.49 47 67065 53 12 37 4 52
TMR_00366 0.27 0.28 0.27 28 67791 90 16 61 13 72
TMR_00378 0.13 0.14 0.13 14 67784 109 18 80 11 83
TMR_00399 0.17 0.18 0.15 17 64869 98 27 67 4 77
TMR_00404 0.29 0.32 0.27 29 67420 90 24 55 11 63
TMR_00427 0.31 0.31 0.31 30 67431 74 9 58 7 67
TMR_00443 0.45 0.45 0.45 47 67056 60 15 43 2 57
TMR_00451 0.17 0.19 0.16 17 63441 88 16 72 0 72
TMR_00458 0.36 0.37 0.37 34 63453 68 11 48 9 59
TMR_00469 0.48 0.51 0.46 51 64508 66 21 40 5 49
TMR_00472 0.59 0.58 0.60 56 64526 52 7 31 14 41
TMR_00519 0.20 0.21 0.19 20 63083 97 18 69 10 75
TMR_00520 0.33 0.35 0.32 35 63080 85 13 62 10 64
TMR_00522 0.46 0.47 0.45 46 63088 65 12 44 9 51
TMR_00528 0.34 0.34 0.34 33 63093 75 13 51 11 64
TMR_00540 0.24 0.24 0.24 25 73433 82 12 66 4 79
TMR_00568 0.26 0.27 0.25 27 60617 88 12 70 6 72
TMR_00571 0.28 0.29 0.28 29 60621 84 12 64 8 70
TMR_00580 0.31 0.31 0.30 31 60624 78 15 56 7 69
TMR_00584 0.40 0.42 0.38 41 60966 74 9 59 6 56
TMR_00586 0.36 0.37 0.35 36 60972 68 12 55 1 61
TMR_00616 0.26 0.27 0.25 27 67055 83 21 58 4 72
TMR_00699 0.33 0.34 0.32 35 67053 77 12 61 4 67
TMR_00702 0.56 0.57 0.55 57 67057 52 15 32 5 43
TMR_00703 0.26 0.26 0.25 26 67426 82 9 67 6 73

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