CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric PPfold(20) RNAshapes
MCC 0.738 > 0.455
Average MCC ± 95% Confidence Intervals 0.737 ± 0.013 > 0.454 ± 0.022
Sensitivity 0.638 > 0.440
Positive Predictive Value 0.853 > 0.471
Total TP 12442 > 8585
Total TN 11169687 > 11166057
Total FP 2960 < 10464
Total FP CONTRA 542 < 1231
Total FP INCONS 1600 < 8398
Total FP COMP 818 < 835
Total FN 7052 < 10909
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of PPfold(20) and RNAshapes. 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 PPfold(20) and RNAshapes).

  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 PPfold(20) and RNAshapes).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PPfold(20) and RNAshapes. 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 PPfold(20) and RNAshapes).

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

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

Total Base Pair Counts
Total TP 12442
Total TN 11169687
Total FP 2960
Total FP CONTRA 542
Total FP INCONS 1600
Total FP COMP 818
Total FN 7052
Total Scores
MCC 0.738
Average MCC ± 95% Confidence Intervals 0.737 ± 0.013
Sensitivity 0.638
Positive Predictive Value 0.853
Nr of predictions 188

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.67 0.57 0.80 55 47826 17 1 13 3 42
ASE_00005 0.75 0.64 0.88 75 57885 13 3 7 3 42
ASE_00006 0.69 0.60 0.80 56 47516 16 1 13 2 37
ASE_00007 0.85 0.81 0.89 89 59585 15 2 9 4 21
ASE_00012 0.74 0.67 0.82 83 73819 24 4 14 6 40
ASE_00018 0.77 0.66 0.90 89 80502 14 3 7 4 45
ASE_00020 0.66 0.52 0.84 66 73841 19 6 7 6 60
ASE_00022 0.78 0.69 0.87 86 82929 22 1 12 9 38
ASE_00028 0.75 0.64 0.87 81 84573 20 1 11 8 45
ASE_00035 0.80 0.73 0.88 86 70402 19 1 11 7 32
ASE_00037 0.86 0.81 0.92 89 59243 13 1 7 5 21
ASE_00040 0.81 0.71 0.92 95 78900 10 3 5 2 38
ASE_00044 0.89 0.86 0.92 90 54517 10 2 6 2 15
ASE_00064 0.80 0.73 0.87 65 45376 15 1 9 5 24
ASE_00068 0.64 0.54 0.75 46 37614 17 5 10 2 39
ASE_00074 0.85 0.78 0.93 93 67796 12 1 6 5 26
ASE_00077 0.85 0.83 0.88 71 45069 14 5 5 4 15
ASE_00078 0.91 0.87 0.95 72 42995 11 1 3 7 11
ASE_00080 0.44 0.35 0.57 43 71555 36 2 31 3 80
ASE_00081 0.82 0.73 0.92 71 49693 9 2 4 3 26
ASE_00082 0.65 0.52 0.81 60 70426 22 1 13 8 56
ASE_00083 0.74 0.62 0.89 68 62405 13 3 5 5 42
ASE_00084 0.74 0.65 0.84 64 53552 16 2 10 4 35
ASE_00090 0.78 0.67 0.91 68 55536 11 2 5 4 33
ASE_00092 0.65 0.53 0.79 60 63470 21 3 13 5 53
ASE_00099 0.85 0.78 0.93 93 64520 11 2 5 4 27
ASE_00104 0.83 0.76 0.91 91 64161 15 1 8 6 28
ASE_00105 0.59 0.50 0.70 56 64181 29 6 18 5 55
ASE_00107 0.83 0.75 0.92 95 73050 11 2 6 3 32
ASE_00115 0.78 0.68 0.88 69 54537 12 2 7 3 32
ASE_00118 0.70 0.60 0.82 61 60652 17 2 11 4 41
ASE_00119 0.70 0.54 0.92 58 62772 8 2 3 3 50
ASE_00123 0.69 0.59 0.82 50 38442 14 3 8 3 35
ASE_00125 0.72 0.60 0.87 53 39279 14 2 6 6 35
ASE_00126 0.85 0.79 0.90 65 40398 13 2 5 6 17
ASE_00128 0.80 0.70 0.92 70 53225 10 2 4 4 30
ASE_00129 0.77 0.65 0.92 72 62757 9 3 3 3 39
ASE_00131 0.75 0.62 0.90 53 39281 12 2 4 6 32
ASE_00134 0.75 0.68 0.83 65 50325 16 1 12 3 30
ASE_00135 0.63 0.54 0.74 59 63110 24 3 18 3 50
ASE_00136 0.79 0.72 0.88 66 48130 12 2 7 3 26
ASE_00137 0.80 0.66 0.97 65 48449 7 1 1 5 33
ASE_00138 0.84 0.78 0.91 63 40401 10 2 4 4 18
ASE_00140 0.69 0.55 0.86 69 70796 17 7 4 6 56
ASE_00142 0.83 0.74 0.93 90 67064 13 2 5 6 32
ASE_00146 0.81 0.71 0.92 88 70780 13 1 7 5 36
ASE_00153 0.43 0.37 0.50 27 57576 32 4 23 5 46
ASE_00163 0.83 0.76 0.90 71 53222 12 1 7 4 22
ASE_00165 0.79 0.66 0.94 67 52904 10 2 2 6 34
ASE_00170 0.73 0.66 0.80 61 48752 20 2 13 5 32
ASE_00171 0.82 0.74 0.91 70 48439 11 3 4 4 24
ASE_00172 0.77 0.65 0.91 69 58920 10 3 4 3 37
ASE_00174 0.66 0.54 0.80 59 61001 18 3 12 3 50
ASE_00175 0.73 0.64 0.85 68 59951 17 3 9 5 39
ASE_00179 0.83 0.80 0.87 67 44176 15 5 5 5 17
ASE_00180 0.78 0.69 0.88 69 51282 12 3 6 3 31
ASE_00181 0.70 0.59 0.83 63 57554 18 4 9 5 43
ASE_00182 0.69 0.53 0.90 72 84175 11 3 5 3 64
ASE_00183 0.76 0.65 0.90 73 61344 12 2 6 4 40
ASE_00184 0.77 0.68 0.87 69 54536 13 2 8 3 33
ASE_00185 0.68 0.52 0.90 66 73463 12 3 4 5 62
ASE_00186 0.69 0.60 0.80 79 78904 24 3 17 4 53
ASE_00190 0.75 0.64 0.87 58 45384 12 1 8 3 32
ASE_00197 0.67 0.55 0.81 80 89154 24 2 17 5 65
ASE_00198 0.80 0.70 0.92 71 52573 9 1 5 3 31
ASE_00203 0.80 0.72 0.90 69 46588 13 3 5 5 27
ASE_00214 0.77 0.66 0.91 68 56205 11 3 4 4 35
ASE_00215 0.62 0.46 0.82 46 48460 13 2 8 3 53
ASE_00216 0.91 0.84 0.99 69 39270 5 1 0 4 13
ASE_00217 0.83 0.77 0.91 69 40394 11 2 5 4 21
ASE_00221 0.85 0.78 0.93 91 64522 10 1 6 3 26
ASE_00228 0.75 0.69 0.83 59 46900 16 2 10 4 27
ASE_00229 0.88 0.79 0.97 69 42415 5 2 0 3 18
ASE_00231 0.67 0.57 0.77 55 47824 22 1 15 6 41
ASE_00232 0.89 0.82 0.97 69 38432 6 1 1 4 15
ASE_00234 0.66 0.53 0.83 68 75384 20 6 8 6 61
ASE_00238 0.67 0.56 0.80 64 64181 22 5 11 6 50
ASE_00241 0.83 0.78 0.87 68 43878 14 1 9 4 19
ASE_00242 0.86 0.82 0.90 92 60973 15 1 9 5 20
ASE_00248 0.86 0.81 0.91 92 62380 13 1 8 4 22
ASE_00254 0.85 0.77 0.94 63 36789 8 2 2 4 19
ASE_00255 0.62 0.55 0.71 72 74589 32 4 26 2 58
ASE_00257 0.73 0.65 0.82 63 50963 17 4 10 3 34
ASE_00263 0.70 0.57 0.87 68 70422 14 3 7 4 52
ASE_00267 0.84 0.77 0.91 68 45075 13 2 5 6 20
ASE_00270 0.58 0.43 0.79 55 72320 19 2 13 4 73
ASE_00274 0.68 0.60 0.78 62 55531 21 5 13 3 41
ASE_00279 0.79 0.69 0.90 70 53223 11 3 5 3 31
ASE_00280 0.74 0.66 0.82 65 51924 17 3 11 3 33
ASE_00281 0.81 0.75 0.87 66 44475 12 3 7 2 22
ASE_00282 0.70 0.54 0.90 69 77738 12 2 6 4 58
ASE_00283 0.73 0.63 0.86 67 61698 14 2 9 3 40
ASE_00284 0.77 0.66 0.91 71 58233 11 4 3 4 37
ASE_00285 0.70 0.55 0.91 67 68932 11 2 5 4 55
ASE_00286 0.81 0.73 0.89 67 46590 12 2 6 4 25
ASE_00287 0.69 0.60 0.79 62 54868 20 1 15 4 41
ASE_00292 0.72 0.62 0.83 86 81707 20 2 15 3 52
ASE_00294 0.72 0.57 0.92 97 114375 13 2 7 4 74
ASE_00297 0.68 0.58 0.79 57 52903 19 4 11 4 41
ASE_00298 0.72 0.61 0.85 69 67447 15 3 9 3 44
ASE_00318 0.75 0.66 0.85 78 80108 21 1 13 7 40
ASE_00328 0.81 0.75 0.88 84 72675 19 1 11 7 28
ASE_00332 0.78 0.67 0.91 92 81709 12 3 6 3 46
ASE_00335 0.77 0.70 0.85 81 75371 25 1 13 11 35
ASE_00340 0.75 0.67 0.85 57 45989 17 1 9 7 28
ASE_00342 0.89 0.83 0.96 95 62382 9 1 3 5 20
ASE_00353 0.75 0.64 0.88 68 57893 14 2 7 5 39
ASE_00361 0.69 0.53 0.89 67 75391 13 3 5 5 60
ASE_00362 0.80 0.71 0.89 65 48132 14 2 6 6 26
ASE_00363 0.76 0.68 0.84 64 51284 17 2 10 5 30
ASE_00364 0.76 0.66 0.87 69 54206 15 3 7 5 36
ASE_00366 0.76 0.67 0.87 66 58577 13 3 7 3 32
ASE_00367 0.85 0.79 0.91 68 42996 11 2 5 4 18
ASE_00369 0.79 0.69 0.90 74 55863 13 1 7 5 33
ASE_00372 0.76 0.65 0.88 65 51929 15 1 8 6 35
ASE_00374 0.86 0.80 0.93 70 44775 8 2 3 3 18
ASE_00376 0.73 0.63 0.85 66 56875 15 1 11 3 39
ASE_00377 0.76 0.65 0.88 70 57550 13 3 7 3 37
ASE_00382 0.83 0.80 0.87 67 41828 16 2 8 6 17
ASE_00383 0.77 0.66 0.90 69 54538 13 1 7 5 36
ASE_00384 0.81 0.74 0.89 68 48440 13 2 6 5 24
ASE_00386 0.79 0.71 0.88 68 50326 12 2 7 3 28
ASE_00387 0.71 0.62 0.83 64 55868 17 2 11 4 40
ASE_00388 0.80 0.73 0.87 65 45678 16 1 9 6 24
ASE_00390 0.85 0.80 0.89 68 42119 11 2 6 3 17
ASE_00393 0.74 0.68 0.82 63 47818 19 1 13 5 30
ASE_00394 0.83 0.74 0.92 69 46896 10 2 4 4 24
ASE_00395 0.83 0.79 0.87 66 41540 13 2 8 3 18
ASE_00396 0.86 0.83 0.90 69 41539 12 3 5 4 14
ASE_00397 0.75 0.64 0.88 67 54539 15 3 6 6 38
ASE_00398 0.74 0.63 0.87 65 55870 13 1 9 3 39
ASE_00400 0.79 0.67 0.92 71 57893 12 1 5 6 35
ASE_00401 0.67 0.51 0.88 64 76955 13 2 7 4 62
ASE_00402 0.85 0.80 0.89 68 42410 12 2 6 4 17
ASE_00403 0.79 0.67 0.92 72 55867 12 1 5 6 35
ASE_00404 0.85 0.80 0.89 68 42995 14 4 4 6 17
ASE_00406 0.79 0.72 0.86 68 48749 14 2 9 3 26
ASE_00411 0.70 0.67 0.72 60 49372 27 7 16 4 29
ASE_00412 0.62 0.54 0.71 57 58231 28 5 18 5 48
ASE_00413 0.76 0.73 0.79 59 44476 23 4 12 7 22
ASE_00416 0.74 0.66 0.82 84 77319 23 4 14 5 43
ASE_00419 0.72 0.61 0.84 63 54871 16 5 7 4 40
ASE_00422 0.82 0.73 0.91 69 46895 13 1 6 6 25
ASE_00423 0.75 0.71 0.80 77 56857 23 3 16 4 32
ASE_00428 0.75 0.68 0.83 85 76533 21 4 14 3 40
ASE_00430 0.75 0.66 0.85 64 46896 14 1 10 3 33
ASE_00437 0.58 0.50 0.69 67 79304 33 1 29 3 68
ASE_00441 0.70 0.57 0.86 64 64187 13 3 7 3 48
ASE_00448 0.83 0.79 0.87 88 64160 15 3 10 2 24
ASE_00451 0.81 0.73 0.91 91 70776 12 1 8 3 34
TMR_00017 0.71 0.55 0.92 56 67100 8 1 4 3 46
TMR_00018 0.63 0.52 0.76 48 64557 21 6 9 6 44
TMR_00038 0.61 0.52 0.73 57 71175 26 5 16 5 53
TMR_00042 0.62 0.49 0.79 48 62774 13 4 9 0 50
TMR_00046 0.46 0.36 0.58 35 62775 26 4 21 1 61
TMR_00048 0.63 0.52 0.77 49 64916 16 7 8 1 46
TMR_00080 0.64 0.51 0.80 49 70439 13 7 5 1 47
TMR_00082 0.57 0.45 0.73 43 67837 20 6 10 4 53
TMR_00123 0.68 0.52 0.88 53 66370 12 1 6 5 48
TMR_00137 0.69 0.60 0.79 53 61008 20 7 7 6 36
TMR_00142 0.50 0.40 0.61 41 70809 31 10 16 5 61
TMR_00207 0.60 0.45 0.81 46 72333 18 1 10 7 57
TMR_00257 0.71 0.58 0.88 57 67096 13 3 5 5 41
TMR_00271 0.59 0.48 0.72 44 64200 19 6 11 2 47
TMR_00332 0.70 0.56 0.89 55 67099 12 2 5 5 44
TMR_00378 0.50 0.41 0.62 40 67831 34 8 17 9 57
TMR_00399 0.70 0.61 0.81 57 64910 21 6 7 8 37
TMR_00404 0.54 0.45 0.66 41 67466 22 8 13 1 51
TMR_00427 0.56 0.43 0.74 42 67471 15 9 6 0 55
TMR_00443 0.76 0.63 0.93 65 67091 11 2 3 6 39
TMR_00451 0.57 0.51 0.65 45 63477 32 11 13 8 44
TMR_00458 0.67 0.57 0.78 53 63478 19 7 8 4 40
TMR_00469 0.73 0.61 0.88 61 64551 11 4 4 3 39
TMR_00472 0.67 0.58 0.79 56 64549 19 9 6 4 41
TMR_00519 0.63 0.54 0.74 51 63121 25 7 11 7 44
TMR_00520 0.65 0.55 0.78 54 63121 18 1 14 3 45
TMR_00522 0.62 0.51 0.77 49 63126 19 6 9 4 48
TMR_00528 0.62 0.51 0.75 49 63125 20 5 11 4 48
TMR_00540 0.69 0.58 0.83 60 73464 14 7 5 2 44
TMR_00568 0.75 0.66 0.87 65 60651 16 2 8 6 34
TMR_00571 0.77 0.68 0.88 67 60650 15 2 7 6 32
TMR_00580 0.76 0.65 0.88 65 60652 15 2 7 6 35
TMR_00584 0.78 0.66 0.93 64 61006 13 2 3 8 33
TMR_00586 0.72 0.63 0.82 61 61001 19 5 8 6 36
TMR_00616 0.68 0.57 0.81 56 67092 17 7 6 4 43
TMR_00699 0.69 0.54 0.87 55 67098 9 1 7 1 47
TMR_00702 0.60 0.45 0.79 45 67104 17 3 9 5 55
TMR_00703 0.71 0.59 0.87 58 67461 14 3 6 5 41

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Performance of RNAshapes - scored lower in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP 8585
Total TN 11166057
Total FP 10464
Total FP CONTRA 1231
Total FP INCONS 8398
Total FP COMP 835
Total FN 10909
Total Scores
MCC 0.455
Average MCC ± 95% Confidence Intervals 0.454 ± 0.022
Sensitivity 0.440
Positive Predictive Value 0.471
Nr of predictions 188

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.71 0.69 0.74 67 47804 26 3 21 2 30
ASE_00005 0.39 0.37 0.41 43 57866 65 3 58 4 74
ASE_00006 0.70 0.68 0.72 63 47499 31 3 21 7 30
ASE_00007 0.41 0.40 0.43 44 59583 62 3 55 4 66
ASE_00012 0.46 0.42 0.50 52 73815 55 5 48 2 71
ASE_00018 0.68 0.65 0.72 87 80480 36 2 32 2 47
ASE_00020 0.48 0.45 0.51 57 73809 57 8 46 3 69
ASE_00022 0.44 0.43 0.45 53 82911 70 5 59 6 71
ASE_00028 0.52 0.50 0.55 63 84551 58 4 48 6 63
ASE_00035 0.44 0.43 0.46 51 70389 64 7 53 4 67
ASE_00037 0.23 0.23 0.24 25 59237 81 4 74 3 85
ASE_00040 0.45 0.43 0.48 57 78883 65 6 57 2 76
ASE_00044 0.62 0.61 0.63 64 54514 41 3 34 4 41
ASE_00064 0.48 0.46 0.50 41 45369 49 2 39 8 48
ASE_00068 0.48 0.45 0.53 38 37603 37 2 32 3 47
ASE_00074 0.50 0.49 0.52 58 67784 54 6 48 0 61
ASE_00077 0.36 0.36 0.36 31 45065 54 8 46 0 55
ASE_00078 0.69 0.67 0.70 56 42991 30 4 20 6 27
ASE_00080 0.45 0.43 0.46 53 71517 61 7 54 0 70
ASE_00081 0.65 0.59 0.72 57 49691 25 3 19 3 40
ASE_00082 0.38 0.37 0.40 43 70393 76 6 58 12 73
ASE_00083 0.72 0.67 0.76 74 62384 26 5 18 3 36
ASE_00084 0.65 0.61 0.70 60 53542 32 5 21 6 39
ASE_00090 0.52 0.51 0.52 52 55511 54 3 45 6 49
ASE_00092 0.67 0.65 0.70 73 63441 39 2 30 7 40
ASE_00099 0.38 0.37 0.40 44 64511 67 6 59 2 76
ASE_00104 0.50 0.47 0.53 56 64155 52 2 48 2 63
ASE_00105 0.40 0.39 0.42 43 64159 61 10 49 2 68
ASE_00107 0.59 0.57 0.62 72 73036 46 3 42 1 55
ASE_00115 0.48 0.47 0.50 47 54521 58 3 44 11 54
ASE_00118 0.45 0.44 0.47 45 60630 57 7 44 6 57
ASE_00119 0.62 0.59 0.64 64 62735 39 4 32 3 44
ASE_00123 0.36 0.34 0.38 29 38427 51 4 43 4 56
ASE_00125 0.55 0.50 0.60 44 39267 31 2 27 2 44
ASE_00126 0.50 0.49 0.52 40 40393 44 4 33 7 42
ASE_00128 0.69 0.64 0.74 64 53215 28 1 21 6 36
ASE_00129 0.37 0.36 0.39 40 62733 65 4 58 3 71
ASE_00131 0.53 0.48 0.58 41 39269 40 2 28 10 44
ASE_00134 0.49 0.49 0.49 47 50308 50 5 43 2 48
ASE_00135 0.47 0.44 0.49 48 63093 56 4 45 7 61
ASE_00136 0.63 0.62 0.63 57 48115 36 5 28 3 35
ASE_00137 0.72 0.67 0.77 66 48430 26 3 17 6 32
ASE_00138 0.39 0.38 0.41 31 40394 45 6 39 0 50
ASE_00140 0.63 0.57 0.70 71 70774 33 7 24 2 54
ASE_00142 0.61 0.57 0.66 69 67056 40 4 32 4 53
ASE_00146 0.41 0.39 0.43 48 70764 67 1 63 3 76
ASE_00153 0.35 0.40 0.32 29 57538 88 15 48 25 44
ASE_00163 0.54 0.52 0.57 48 53217 44 5 31 8 45
ASE_00165 0.55 0.53 0.56 54 52879 42 11 31 0 47
ASE_00170 0.63 0.61 0.66 57 48741 37 6 24 7 36
ASE_00171 0.39 0.38 0.40 36 48427 57 7 46 4 58
ASE_00172 0.63 0.59 0.68 63 58903 38 4 26 8 43
ASE_00174 0.46 0.44 0.48 48 60975 55 4 48 3 61
ASE_00175 0.42 0.43 0.41 46 59920 70 8 57 5 61
ASE_00179 0.56 0.55 0.58 46 44173 37 6 28 3 38
ASE_00180 0.52 0.50 0.55 50 51269 47 5 36 6 50
ASE_00181 0.51 0.50 0.52 53 57529 48 5 43 0 53
ASE_00182 0.50 0.49 0.52 67 84125 63 5 58 0 69
ASE_00183 0.60 0.57 0.63 64 61323 41 5 33 3 49
ASE_00184 0.57 0.58 0.57 59 54512 44 8 36 0 43
ASE_00185 0.57 0.55 0.60 70 73419 54 5 42 7 58
ASE_00186 0.60 0.57 0.64 75 78886 43 3 39 1 57
ASE_00190 0.45 0.43 0.46 39 45367 45 5 40 0 51
ASE_00197 0.55 0.50 0.61 73 89133 47 4 43 0 72
ASE_00198 0.37 0.35 0.40 36 52560 57 1 53 3 66
ASE_00203 0.71 0.68 0.76 65 46579 26 6 15 5 31
ASE_00214 0.68 0.67 0.69 69 56180 38 5 26 7 34
ASE_00215 0.53 0.51 0.56 50 48426 43 2 38 3 49
ASE_00216 0.75 0.72 0.79 59 39265 22 3 13 6 23
ASE_00217 0.36 0.34 0.38 31 40389 57 2 48 7 59
ASE_00221 0.41 0.38 0.44 45 64517 62 3 55 4 72
ASE_00228 0.63 0.63 0.64 54 46886 34 9 22 3 32
ASE_00229 0.56 0.55 0.56 48 42401 39 11 26 2 39
ASE_00231 0.45 0.44 0.46 42 47803 54 5 45 4 54
ASE_00232 0.66 0.65 0.67 55 38421 29 8 19 2 29
ASE_00234 0.57 0.53 0.62 68 75356 45 5 37 3 61
ASE_00238 0.43 0.41 0.45 47 64157 60 6 51 3 67
ASE_00241 0.49 0.46 0.52 40 43879 49 2 35 12 47
ASE_00242 0.35 0.32 0.38 36 60979 63 3 57 3 76
ASE_00248 0.39 0.37 0.41 42 62379 65 2 58 5 72
ASE_00254 0.59 0.57 0.61 47 36779 30 3 27 0 35
ASE_00255 0.56 0.53 0.59 69 74574 50 5 43 2 61
ASE_00257 0.52 0.51 0.53 49 50947 45 7 37 1 48
ASE_00263 0.75 0.74 0.75 89 70382 31 6 23 2 31
ASE_00267 0.24 0.23 0.25 20 45071 64 8 51 5 68
ASE_00270 0.50 0.48 0.52 61 72272 62 5 52 5 67
ASE_00274 0.47 0.46 0.49 47 55516 53 10 38 5 56
ASE_00279 0.35 0.33 0.38 33 53214 59 4 50 5 68
ASE_00280 0.38 0.37 0.40 36 51912 58 3 52 3 62
ASE_00281 0.55 0.51 0.58 45 44474 36 5 27 4 43
ASE_00282 0.34 0.33 0.36 42 77698 75 6 69 0 85
ASE_00283 0.57 0.53 0.61 57 61682 41 7 30 4 50
ASE_00284 0.67 0.64 0.71 69 58214 35 5 23 7 39
ASE_00285 0.70 0.63 0.77 77 68906 30 1 22 7 45
ASE_00286 0.36 0.35 0.38 32 46580 57 7 46 4 60
ASE_00287 0.58 0.54 0.63 56 54857 39 3 30 6 47
ASE_00292 0.52 0.48 0.56 66 81692 52 5 47 0 72
ASE_00294 0.66 0.60 0.72 102 114340 44 0 39 5 69
ASE_00297 0.52 0.50 0.54 49 52885 43 4 37 2 49
ASE_00298 0.42 0.40 0.45 45 67428 57 3 52 2 68
ASE_00318 0.61 0.58 0.64 69 80092 44 14 25 5 49
ASE_00328 0.59 0.55 0.63 62 72672 45 3 34 8 50
ASE_00332 0.35 0.33 0.36 46 81683 82 2 79 1 92
ASE_00335 0.52 0.50 0.55 58 75360 57 9 39 9 58
ASE_00340 0.66 0.65 0.67 55 45974 34 5 22 7 30
ASE_00342 0.50 0.47 0.53 54 62380 47 0 47 0 61
ASE_00353 0.55 0.53 0.56 57 57869 48 2 42 4 50
ASE_00361 0.49 0.47 0.51 60 75348 61 11 47 3 67
ASE_00362 0.40 0.38 0.42 35 48122 53 6 42 5 56
ASE_00363 0.44 0.43 0.45 40 51271 56 4 45 7 54
ASE_00364 0.31 0.30 0.33 31 54191 69 4 59 6 74
ASE_00366 0.27 0.28 0.27 27 58554 75 10 62 3 71
ASE_00367 0.31 0.30 0.32 26 42990 63 4 51 8 60
ASE_00369 0.46 0.44 0.47 47 55846 56 4 48 4 60
ASE_00372 0.52 0.51 0.54 51 51908 44 9 35 0 49
ASE_00374 0.43 0.42 0.44 37 44765 48 10 38 0 51
ASE_00376 0.51 0.49 0.53 51 56857 50 4 41 5 54
ASE_00377 0.58 0.56 0.61 60 57531 45 2 37 6 47
ASE_00382 0.47 0.44 0.51 37 41832 46 2 34 10 47
ASE_00383 0.57 0.53 0.60 56 54522 41 2 35 4 49
ASE_00384 0.69 0.66 0.72 61 48431 29 6 18 5 31
ASE_00386 0.40 0.39 0.41 37 50313 58 5 48 5 59
ASE_00387 0.49 0.49 0.49 51 55840 55 5 49 1 53
ASE_00388 0.51 0.49 0.54 44 45671 46 2 36 8 45
ASE_00390 0.40 0.39 0.41 33 42114 49 11 37 1 52
ASE_00393 0.42 0.39 0.45 36 47815 50 2 42 6 57
ASE_00394 0.47 0.46 0.47 43 46880 54 7 41 6 50
ASE_00395 0.57 0.55 0.61 46 41540 40 1 29 10 38
ASE_00396 0.40 0.39 0.42 32 41539 51 6 39 6 51
ASE_00397 0.40 0.39 0.41 41 54514 60 7 53 0 64
ASE_00398 0.59 0.55 0.63 57 55854 38 3 31 4 47
ASE_00400 0.55 0.53 0.57 56 57871 44 4 39 1 50
ASE_00401 0.49 0.49 0.48 62 76899 67 12 55 0 64
ASE_00402 0.27 0.26 0.29 22 42411 57 3 50 4 63
ASE_00403 0.41 0.38 0.44 41 55852 56 3 49 4 66
ASE_00404 0.35 0.34 0.36 29 42991 59 2 49 8 56
ASE_00406 0.68 0.65 0.71 61 48742 31 4 21 6 33
ASE_00411 0.54 0.53 0.55 47 49369 40 12 27 1 42
ASE_00412 0.38 0.37 0.40 39 58213 59 12 47 0 66
ASE_00413 0.47 0.48 0.45 39 44465 49 11 36 2 42
ASE_00416 0.44 0.41 0.48 52 77313 61 1 55 5 75
ASE_00419 0.61 0.57 0.65 59 54855 36 4 28 4 44
ASE_00422 0.43 0.44 0.43 41 46876 57 9 45 3 53
ASE_00423 0.35 0.34 0.36 37 56850 69 9 57 3 72
ASE_00428 0.45 0.42 0.47 53 76523 65 5 55 5 72
ASE_00430 0.56 0.55 0.58 53 46879 44 7 32 5 44
ASE_00437 0.44 0.41 0.46 56 79280 65 4 61 0 79
ASE_00441 0.68 0.63 0.74 71 64165 33 4 21 8 41
ASE_00448 0.22 0.22 0.23 25 64150 91 8 78 5 87
ASE_00451 0.52 0.48 0.56 60 70768 51 3 45 3 65
TMR_00017 0.22 0.22 0.22 22 67063 80 10 66 4 80
TMR_00018 0.23 0.24 0.23 22 64523 79 15 60 4 70
TMR_00038 0.25 0.25 0.25 28 71142 87 11 72 4 82
TMR_00042 0.18 0.17 0.18 17 62741 80 9 68 3 81
TMR_00046 0.17 0.18 0.17 17 62734 85 11 73 1 79
TMR_00048 0.11 0.12 0.10 11 64874 99 16 79 4 84
TMR_00080 0.25 0.26 0.24 25 70396 79 25 54 0 71
TMR_00082 0.59 0.58 0.60 56 67802 43 12 26 5 40
TMR_00123 0.05 0.05 0.05 5 66332 97 16 77 4 96
TMR_00137 0.13 0.13 0.13 12 60979 88 20 64 4 77
TMR_00142 0.20 0.21 0.19 21 70764 98 14 77 7 81
TMR_00207 0.28 0.28 0.28 29 72287 79 12 62 5 74
TMR_00257 0.05 0.05 0.05 5 67067 93 9 80 4 93
TMR_00271 0.29 0.29 0.29 26 64172 67 12 51 4 65
TMR_00332 0.32 0.31 0.32 31 67065 67 7 58 2 68
TMR_00378 0.17 0.18 0.17 17 67797 93 8 74 11 80
TMR_00399 0.20 0.21 0.19 20 64876 91 21 63 7 74
TMR_00404 0.38 0.39 0.37 36 67431 75 11 50 14 56
TMR_00427 0.38 0.38 0.38 37 67431 65 13 47 5 60
TMR_00443 0.25 0.24 0.27 25 67068 75 11 57 7 79
TMR_00451 0.10 0.11 0.10 10 63444 92 18 74 0 79
TMR_00458 0.00 0.00 0.00 0 63450 104 13 83 8 93
TMR_00469 0.38 0.39 0.37 39 64514 71 18 49 4 61
TMR_00472 0.18 0.20 0.17 19 64510 95 14 77 4 78
TMR_00519 0.17 0.18 0.17 17 63088 95 18 67 10 78
TMR_00520 0.22 0.21 0.24 21 63101 78 8 60 10 78
TMR_00522 0.42 0.41 0.42 40 63095 64 8 47 9 57
TMR_00528 0.33 0.32 0.33 31 63097 72 14 48 10 66
TMR_00540 0.32 0.32 0.33 33 73435 74 4 64 6 71
TMR_00568 0.41 0.39 0.42 39 60634 59 7 46 6 60
TMR_00571 0.22 0.22 0.22 22 60624 87 13 67 7 77
TMR_00580 0.27 0.26 0.29 26 60635 70 14 51 5 74
TMR_00584 0.38 0.40 0.37 39 60969 74 8 59 7 58
TMR_00586 0.38 0.38 0.37 37 60976 69 12 50 7 60
TMR_00616 0.45 0.44 0.46 44 67065 58 11 41 6 55
TMR_00699 0.27 0.25 0.30 26 67073 66 7 55 4 76
TMR_00702 0.26 0.26 0.27 26 67063 77 11 61 5 74
TMR_00703 0.29 0.28 0.31 28 67437 67 14 49 4 71

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