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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 IPknot - scored lower in this pairwise comparison

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


Overview

Metric CentroidAlifold(20) IPknot
MCC 0.717 > 0.648
Average MCC ± 95% Confidence Intervals 0.717 ± 0.012 > 0.647 ± 0.017
Sensitivity 0.561 < 0.574
Positive Predictive Value 0.916 > 0.733
Total TP 12015 < 12293
Total TN 12420889 > 12417238
Total FP 1310 < 5139
Total FP CONTRA 248 < 687
Total FP INCONS 854 < 3788
Total FP COMP 208 < 664
Total FN 9400 > 9122
P-value 3.56938820447e-08

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Performance plots


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

  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 IPknot).

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

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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 IPknot - scored lower in this pairwise comparison

1. Total counts & total scores for IPknot

Total Base Pair Counts
Total TP 12293
Total TN 12417238
Total FP 5139
Total FP CONTRA 687
Total FP INCONS 3788
Total FP COMP 664
Total FN 9122
Total Scores
MCC 0.648
Average MCC ± 95% Confidence Intervals 0.647 ± 0.017
Sensitivity 0.574
Positive Predictive Value 0.733
Nr of predictions 204

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.75 0.66 0.85 64 47820 11 5 6 0 33
ASE_00005 0.59 0.51 0.69 60 57883 30 0 27 3 57
ASE_00006 0.60 0.52 0.70 48 47517 22 3 18 1 45
ASE_00007 0.63 0.55 0.72 60 59602 27 0 23 4 50
ASE_00012 0.66 0.56 0.78 69 73832 22 5 14 3 54
ASE_00018 0.70 0.64 0.77 86 80489 27 0 26 1 48
ASE_00020 0.67 0.58 0.77 73 73825 22 2 20 0 53
ASE_00021 0.70 0.57 0.85 91 104089 21 3 13 5 69
ASE_00022 0.69 0.52 0.93 64 82959 9 0 5 4 60
ASE_00028 0.70 0.60 0.81 76 84572 24 3 15 6 50
ASE_00035 0.44 0.30 0.66 35 70447 21 4 14 3 83
ASE_00037 0.47 0.39 0.57 43 59265 34 0 32 2 67
ASE_00038 0.59 0.53 0.66 54 53546 28 4 24 0 47
ASE_00040 0.51 0.42 0.62 56 78913 38 0 34 4 77
ASE_00041 0.69 0.50 0.96 54 57574 4 0 2 2 54
ASE_00042 0.60 0.51 0.70 74 89994 33 1 31 1 71
ASE_00044 0.70 0.70 0.72 73 54513 34 3 26 5 32
ASE_00064 0.68 0.60 0.77 53 45382 22 3 13 6 36
ASE_00068 0.75 0.60 0.94 51 37621 3 0 3 0 34
ASE_00074 0.49 0.45 0.54 53 67798 45 4 41 0 66
ASE_00075 0.71 0.61 0.83 99 108691 25 2 19 4 63
ASE_00077 0.68 0.53 0.87 46 45097 12 2 5 5 40
ASE_00078 0.70 0.57 0.87 47 43017 7 1 6 0 36
ASE_00080 0.41 0.36 0.47 44 71537 54 5 45 4 79
ASE_00081 0.79 0.71 0.88 69 49692 10 1 8 1 28
ASE_00082 0.83 0.74 0.93 86 70408 18 0 6 12 30
ASE_00083 0.77 0.72 0.82 79 62385 22 0 17 5 31
ASE_00084 0.83 0.74 0.94 73 53550 8 1 4 3 26
ASE_00087 0.74 0.63 0.87 90 88306 14 2 12 0 54
ASE_00090 0.66 0.58 0.75 59 55532 20 1 19 0 42
ASE_00092 0.85 0.78 0.93 88 63451 9 1 6 2 25
ASE_00099 0.80 0.70 0.92 84 64529 7 0 7 0 36
ASE_00104 0.75 0.66 0.84 79 64167 15 2 13 0 40
ASE_00105 0.48 0.41 0.56 46 64179 39 6 30 3 65
ASE_00107 0.73 0.66 0.82 84 73050 19 1 18 0 43
ASE_00115 0.74 0.68 0.81 69 54530 23 4 12 7 32
ASE_00118 0.40 0.37 0.44 38 60639 50 3 46 1 64
ASE_00119 0.85 0.81 0.91 87 62739 9 1 8 0 21
ASE_00123 0.52 0.49 0.55 42 38427 38 2 32 4 43
ASE_00125 0.75 0.65 0.86 57 39274 11 0 9 2 31
ASE_00126 0.65 0.59 0.72 48 40403 25 1 18 6 34
ASE_00128 0.78 0.65 0.94 65 53232 7 0 4 3 35
ASE_00129 0.70 0.67 0.74 74 62735 27 5 21 1 37
ASE_00131 0.80 0.66 0.98 56 39283 5 0 1 4 29
ASE_00134 0.51 0.47 0.55 45 50321 37 4 33 0 50
ASE_00135 0.67 0.58 0.79 63 63110 22 1 16 5 46
ASE_00136 0.61 0.52 0.72 48 48138 28 1 18 9 44
ASE_00137 0.75 0.68 0.82 67 48434 15 0 15 0 31
ASE_00138 0.58 0.48 0.70 39 40414 17 1 16 0 42
ASE_00140 0.72 0.61 0.85 76 70787 14 3 10 1 49
ASE_00142 0.73 0.65 0.81 79 67064 19 4 14 1 43
ASE_00146 0.55 0.43 0.72 53 70802 22 5 16 1 71
ASE_00153 0.52 0.51 0.54 37 57562 60 6 25 29 36
ASE_00163 0.39 0.35 0.43 33 53224 53 4 40 9 60
ASE_00165 0.65 0.55 0.77 56 52902 18 4 13 1 45
ASE_00170 0.63 0.55 0.73 51 48758 20 3 16 1 42
ASE_00171 0.71 0.67 0.76 63 48433 20 4 16 0 31
ASE_00172 0.81 0.71 0.94 75 58916 5 1 4 0 31
ASE_00174 0.63 0.60 0.66 65 60977 33 8 25 0 44
ASE_00175 0.62 0.55 0.70 59 59947 26 2 23 1 48
ASE_00179 0.65 0.56 0.75 47 44190 18 2 14 2 37
ASE_00180 0.69 0.56 0.85 56 51294 10 2 8 0 44
ASE_00181 0.60 0.53 0.67 56 57547 31 0 27 4 50
ASE_00182 0.57 0.53 0.62 72 84139 44 3 41 0 64
ASE_00183 0.74 0.68 0.81 77 61330 18 0 18 0 36
ASE_00184 0.71 0.70 0.73 71 54518 26 4 22 0 31
ASE_00185 0.79 0.69 0.92 88 73440 10 0 8 2 40
ASE_00186 0.74 0.68 0.81 90 78892 26 1 20 5 42
ASE_00190 0.75 0.58 0.98 52 45398 3 0 1 2 38
ASE_00197 0.67 0.57 0.78 83 89147 28 1 22 5 62
ASE_00198 0.72 0.63 0.83 64 52573 13 2 11 0 38
ASE_00203 0.77 0.69 0.87 66 46589 10 1 9 0 30
ASE_00212 0.73 0.68 0.79 101 93833 31 3 24 4 47
ASE_00214 0.80 0.78 0.83 80 56184 23 3 13 7 23
ASE_00215 0.48 0.41 0.56 41 48443 32 1 31 0 58
ASE_00216 0.66 0.62 0.70 51 39267 22 3 19 0 31
ASE_00217 0.34 0.29 0.41 26 40406 39 7 31 1 64
ASE_00221 0.61 0.46 0.82 54 64554 12 1 11 0 63
ASE_00228 0.78 0.74 0.82 64 46893 16 6 8 2 22
ASE_00229 0.73 0.63 0.83 55 42420 12 3 8 1 32
ASE_00231 0.74 0.66 0.83 63 47819 13 3 10 0 33
ASE_00232 0.80 0.77 0.82 65 38424 14 7 7 0 19
ASE_00234 0.58 0.49 0.70 63 75376 31 2 25 4 66
ASE_00238 0.64 0.54 0.75 62 64178 22 1 20 1 52
ASE_00241 0.72 0.60 0.87 52 43896 8 1 7 0 35
ASE_00242 0.73 0.59 0.92 66 61003 6 1 5 0 46
ASE_00248 0.71 0.61 0.84 69 62399 15 0 13 2 45
ASE_00254 0.76 0.68 0.85 56 36790 15 3 7 5 26
ASE_00255 0.72 0.62 0.85 80 74597 14 3 11 0 50
ASE_00257 0.76 0.63 0.91 61 50973 6 1 5 0 36
ASE_00263 0.70 0.62 0.80 74 70407 19 3 16 0 46
ASE_00267 0.54 0.42 0.70 37 45097 22 0 16 6 51
ASE_00270 0.76 0.73 0.79 93 72273 26 1 23 2 35
ASE_00274 0.64 0.55 0.75 57 55535 19 5 14 0 46
ASE_00277 0.59 0.53 0.66 48 48132 25 4 21 0 43
ASE_00279 0.73 0.62 0.86 63 53228 10 3 7 0 38
ASE_00280 0.70 0.61 0.81 60 51929 15 1 13 1 38
ASE_00281 0.82 0.74 0.90 65 44479 13 0 7 6 23
ASE_00282 0.55 0.51 0.60 65 77706 44 6 38 0 62
ASE_00283 0.77 0.72 0.83 77 61683 16 5 11 0 30
ASE_00284 0.69 0.68 0.72 73 58209 34 5 24 5 35
ASE_00285 0.80 0.75 0.86 91 68900 23 3 12 8 31
ASE_00286 0.67 0.57 0.80 52 46600 17 1 12 4 40
ASE_00287 0.72 0.69 0.76 71 54853 23 2 20 1 32
ASE_00292 0.68 0.60 0.76 83 81701 27 2 24 1 55
ASE_00294 0.78 0.68 0.90 117 114351 14 1 12 1 54
ASE_00296 0.48 0.43 0.53 63 91688 56 5 50 1 82
ASE_00297 0.68 0.62 0.74 61 52893 21 3 18 0 37
ASE_00298 0.57 0.51 0.64 58 67438 34 1 31 2 55
ASE_00318 0.52 0.43 0.64 51 80120 32 4 25 3 67
ASE_00328 0.70 0.60 0.83 67 72690 20 4 10 6 45
ASE_00332 0.55 0.50 0.60 69 81695 47 2 44 1 69
ASE_00335 0.68 0.59 0.78 68 75379 25 2 17 6 48
ASE_00340 0.76 0.75 0.77 64 45973 25 8 11 6 21
ASE_00342 0.75 0.68 0.83 78 62387 17 1 15 1 37
ASE_00353 0.57 0.51 0.63 55 57882 35 4 29 2 52
ASE_00361 0.53 0.47 0.59 60 75364 45 9 33 3 67
ASE_00362 0.66 0.59 0.74 54 48132 20 2 17 1 37
ASE_00363 0.76 0.64 0.91 60 51294 7 0 6 1 34
ASE_00364 0.63 0.56 0.70 59 54201 25 3 22 0 46
ASE_00366 0.54 0.51 0.58 50 58567 36 5 31 0 48
ASE_00367 0.62 0.55 0.71 47 43005 23 5 14 4 39
ASE_00369 0.73 0.71 0.75 76 55843 27 0 26 1 31
ASE_00370 0.49 0.43 0.55 36 41840 29 1 28 0 48
ASE_00372 0.74 0.68 0.80 68 51918 20 3 14 3 32
ASE_00374 0.64 0.61 0.68 54 44770 26 5 21 0 34
ASE_00376 0.62 0.57 0.68 60 56865 30 5 23 2 45
ASE_00377 0.77 0.74 0.81 79 57532 24 3 16 5 28
ASE_00379 0.70 0.62 0.79 55 45986 16 5 10 1 34
ASE_00382 0.69 0.58 0.82 49 41845 14 5 6 3 35
ASE_00383 0.71 0.64 0.80 67 54531 19 5 12 2 38
ASE_00384 0.73 0.71 0.76 65 48430 25 1 20 4 27
ASE_00386 0.65 0.60 0.70 58 50320 30 1 24 5 38
ASE_00387 0.75 0.65 0.86 68 55866 13 1 10 2 36
ASE_00388 0.74 0.61 0.90 54 45693 7 0 6 1 35
ASE_00390 0.77 0.71 0.85 60 42124 18 0 11 7 25
ASE_00393 0.72 0.65 0.81 60 47821 15 0 14 1 33
ASE_00394 0.80 0.76 0.85 71 46887 14 3 10 1 22
ASE_00395 0.77 0.73 0.81 61 41541 14 2 12 0 23
ASE_00396 0.68 0.61 0.76 51 41549 18 5 11 2 32
ASE_00397 0.81 0.72 0.92 76 54532 7 2 5 0 29
ASE_00398 0.65 0.59 0.72 61 55860 25 1 23 1 43
ASE_00400 0.74 0.65 0.83 69 57887 15 1 13 1 37
ASE_00401 0.64 0.60 0.68 75 76918 35 5 30 0 51
ASE_00402 0.68 0.60 0.77 51 42420 15 4 11 0 34
ASE_00403 0.57 0.47 0.69 50 55873 22 0 22 0 57
ASE_00404 0.58 0.51 0.66 43 43006 22 1 21 0 42
ASE_00406 0.74 0.64 0.87 60 48759 11 0 9 2 34
ASE_00411 0.59 0.46 0.75 41 49400 15 5 9 1 48
ASE_00412 0.56 0.47 0.67 49 58238 24 7 17 0 56
ASE_00413 0.47 0.46 0.49 37 44475 42 5 34 3 44
ASE_00415 0.70 0.65 0.74 67 54856 28 1 22 5 36
ASE_00416 0.71 0.60 0.84 76 77330 20 0 15 5 51
ASE_00419 0.78 0.74 0.83 76 54854 17 3 13 1 27
ASE_00422 0.69 0.65 0.74 61 46889 26 6 15 5 33
ASE_00423 0.65 0.64 0.66 70 56847 36 6 30 0 39
ASE_00428 0.65 0.59 0.72 74 76533 33 2 27 4 51
ASE_00430 0.76 0.68 0.85 66 46893 17 3 9 5 31
ASE_00437 0.55 0.41 0.74 56 79325 20 0 20 0 79
ASE_00441 0.79 0.72 0.86 81 64167 15 2 11 2 31
ASE_00448 0.53 0.42 0.66 47 64190 30 4 20 6 65
ASE_00451 0.75 0.66 0.85 82 70780 14 2 12 0 43
RFA_00599 0.75 0.73 0.77 81 101370 40 8 16 16 30
RFA_00601 0.45 0.46 0.43 53 99113 82 25 44 13 61
RFA_00602 0.42 0.43 0.40 50 101351 83 20 54 9 66
TMR_00017 0.70 0.55 0.89 56 67098 11 0 7 4 46
TMR_00018 0.40 0.33 0.48 30 64558 36 6 26 4 62
TMR_00038 0.23 0.21 0.25 23 71161 75 9 60 6 87
TMR_00042 0.38 0.34 0.44 33 62760 45 2 40 3 65
TMR_00046 0.50 0.48 0.53 46 62748 45 5 36 4 50
TMR_00048 0.49 0.48 0.50 46 64888 54 6 40 8 49
TMR_00080 0.65 0.60 0.70 58 70417 26 6 19 1 38
TMR_00082 0.78 0.77 0.80 74 67803 24 8 11 5 22
TMR_00123 0.85 0.77 0.93 78 66346 11 0 6 5 23
TMR_00137 0.34 0.28 0.40 25 61013 45 6 31 8 64
TMR_00142 0.65 0.63 0.67 64 70780 39 9 23 7 38
TMR_00207 0.47 0.40 0.56 41 72317 36 3 29 4 62
TMR_00257 0.63 0.50 0.80 49 67100 18 2 10 6 49
TMR_00271 0.62 0.56 0.68 51 64186 35 6 18 11 40
TMR_00332 0.61 0.46 0.81 46 67104 16 0 11 5 53
TMR_00366 0.63 0.53 0.76 53 67826 28 5 12 11 47
TMR_00378 0.32 0.28 0.38 27 67824 56 14 31 11 70
TMR_00399 0.41 0.33 0.51 31 64919 37 11 19 7 63
TMR_00404 0.60 0.55 0.65 51 67450 38 6 21 11 41
TMR_00427 0.60 0.52 0.69 50 67456 27 10 12 5 47
TMR_00443 0.65 0.55 0.77 57 67087 24 8 9 7 47
TMR_00451 0.26 0.26 0.27 23 63461 66 16 46 4 66
TMR_00458 0.48 0.40 0.59 37 63483 33 6 20 7 56
TMR_00469 0.52 0.51 0.54 51 64525 48 16 28 4 49
TMR_00472 0.55 0.44 0.67 43 64556 26 6 15 5 54
TMR_00519 0.44 0.35 0.57 33 63132 35 7 18 10 62
TMR_00520 0.52 0.46 0.58 46 63110 43 7 27 9 53
TMR_00522 0.53 0.47 0.60 46 63113 39 5 26 8 51
TMR_00528 0.43 0.40 0.46 39 63106 55 11 34 10 58
TMR_00540 0.70 0.63 0.79 65 73454 27 6 11 10 39
TMR_00568 0.66 0.53 0.84 52 60664 16 0 10 6 47
TMR_00571 0.68 0.60 0.79 59 60651 24 2 14 8 40
TMR_00580 0.74 0.71 0.77 71 60634 29 2 19 8 29
TMR_00584 0.61 0.59 0.64 57 60986 36 3 29 4 40
TMR_00586 0.58 0.53 0.65 51 60996 34 6 22 6 46
TMR_00616 0.53 0.45 0.62 45 67088 33 6 22 5 54
TMR_00699 0.80 0.72 0.89 73 67079 13 3 6 4 29
TMR_00702 0.58 0.48 0.70 48 67092 26 5 16 5 52
TMR_00703 0.53 0.45 0.61 45 67454 34 3 26 5 54

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