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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of MaxExpect - scored higher in this pairwise comparison

  4. Performance of CMfinder(20) - scored lower in this pairwise comparison

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


Overview

Metric MaxExpect CMfinder(20)
MCC 0.588 > 0.482
Average MCC ± 95% Confidence Intervals 0.590 ± 0.021 > 0.484 ± 0.018
Sensitivity 0.562 > 0.310
Positive Predictive Value 0.617 < 0.749
Total TP 12106 > 6683
Total TN 12429104 < 12439819
Total FP 8709 > 2540
Total FP CONTRA 995 > 195
Total FP INCONS 6534 > 2042
Total FP COMP 1180 > 303
Total FN 9442 < 14865
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of MaxExpect and CMfinder(20). 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 MaxExpect and CMfinder(20)).

  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 MaxExpect and CMfinder(20)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for MaxExpect and CMfinder(20). 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 MaxExpect and CMfinder(20)).

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Performance of MaxExpect - scored higher in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP 12106
Total TN 12429104
Total FP 8709
Total FP CONTRA 995
Total FP INCONS 6534
Total FP COMP 1180
Total FN 9442
Total Scores
MCC 0.588
Average MCC ± 95% Confidence Intervals 0.590 ± 0.021
Sensitivity 0.562
Positive Predictive Value 0.617
Nr of predictions 209

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2. Individual counts for MaxExpect [ 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 25 9 15 1 30
ASE_00005 0.66 0.57 0.75 67 57881 28 0 22 6 50
ASE_00006 0.55 0.55 0.55 51 47494 47 10 31 6 42
ASE_00007 0.73 0.68 0.79 75 59590 27 0 20 7 35
ASE_00012 0.50 0.44 0.57 54 73825 45 2 39 4 69
ASE_00018 0.54 0.51 0.57 69 80479 55 1 52 2 65
ASE_00020 0.60 0.57 0.64 72 73807 43 6 35 2 54
ASE_00021 0.60 0.54 0.68 86 104069 48 4 37 7 74
ASE_00022 0.49 0.45 0.54 56 82924 54 4 44 6 68
ASE_00028 0.72 0.69 0.76 87 84551 37 5 23 9 39
ASE_00035 0.39 0.36 0.42 42 70400 65 4 54 7 76
ASE_00037 0.45 0.40 0.50 44 59252 47 0 44 3 66
ASE_00038 0.75 0.70 0.81 71 53540 25 2 15 8 30
ASE_00040 0.53 0.50 0.56 66 78886 58 3 48 7 67
ASE_00041 0.45 0.42 0.48 45 57536 52 4 45 3 63
ASE_00042 0.48 0.46 0.52 66 89972 66 2 60 4 79
ASE_00044 0.74 0.73 0.74 77 54511 32 4 23 5 28
ASE_00064 0.39 0.39 0.38 35 45359 64 6 51 7 54
ASE_00068 0.62 0.56 0.69 48 37605 27 2 20 5 37
ASE_00074 0.52 0.51 0.54 61 67782 55 4 49 2 58
ASE_00075 0.69 0.63 0.75 102 108675 41 2 32 7 60
ASE_00077 0.56 0.53 0.58 46 45071 39 4 29 6 40
ASE_00078 0.72 0.66 0.79 55 43001 20 1 14 5 28
ASE_00080 0.57 0.54 0.60 66 71521 49 6 38 5 57
ASE_00081 0.79 0.71 0.87 69 49691 11 1 9 1 28
ASE_00082 0.80 0.73 0.88 85 70403 25 0 12 13 31
ASE_00083 0.73 0.68 0.78 75 62385 26 2 19 5 35
ASE_00084 0.78 0.75 0.82 74 53538 21 1 15 5 25
ASE_00087 0.70 0.65 0.77 93 88289 34 1 27 6 51
ASE_00090 0.67 0.67 0.67 68 55509 41 4 30 7 33
ASE_00092 0.76 0.71 0.81 80 63447 23 3 16 4 33
ASE_00099 0.77 0.70 0.86 84 64522 19 0 14 5 36
ASE_00104 0.70 0.66 0.76 78 64158 28 2 23 3 41
ASE_00105 0.44 0.41 0.47 45 64166 58 6 44 8 66
ASE_00107 0.74 0.69 0.79 88 73041 26 1 23 2 39
ASE_00115 0.70 0.68 0.72 69 54519 35 4 23 8 32
ASE_00118 0.49 0.47 0.51 48 60632 49 3 43 3 54
ASE_00119 0.82 0.81 0.83 87 62730 20 2 16 2 21
ASE_00123 0.53 0.51 0.56 43 38426 39 2 32 5 42
ASE_00125 0.72 0.66 0.79 58 39267 23 0 15 8 30
ASE_00126 0.82 0.80 0.84 66 40391 19 1 12 6 16
ASE_00128 0.75 0.71 0.80 71 53212 26 1 17 8 29
ASE_00129 0.72 0.69 0.75 77 62733 30 3 22 5 34
ASE_00131 0.63 0.59 0.67 50 39265 33 1 24 8 35
ASE_00134 0.40 0.41 0.40 39 50305 62 8 51 3 56
ASE_00135 0.66 0.63 0.68 69 63089 39 1 31 7 40
ASE_00136 0.80 0.76 0.83 70 48121 22 0 14 8 22
ASE_00137 0.65 0.62 0.67 61 48425 35 1 29 5 37
ASE_00138 0.62 0.59 0.64 48 40395 29 7 20 2 33
ASE_00140 0.69 0.64 0.75 80 70770 29 4 22 3 45
ASE_00142 0.69 0.65 0.74 79 67054 32 3 25 4 43
ASE_00146 0.63 0.57 0.69 71 70773 35 1 31 3 53
ASE_00153 0.57 0.59 0.54 43 57551 71 8 28 35 30
ASE_00163 0.32 0.30 0.33 28 53217 64 4 52 8 65
ASE_00165 0.45 0.45 0.46 45 52878 53 5 47 1 56
ASE_00170 0.72 0.68 0.77 63 48746 25 2 17 6 30
ASE_00171 0.72 0.70 0.74 66 48427 24 6 17 1 28
ASE_00172 0.73 0.69 0.78 73 58902 27 1 20 6 33
ASE_00174 0.50 0.49 0.51 53 60972 52 8 42 2 56
ASE_00175 0.70 0.66 0.73 71 59934 32 2 24 6 36
ASE_00179 0.58 0.57 0.59 48 44171 34 5 29 0 36
ASE_00180 0.70 0.68 0.73 68 51267 30 7 18 5 32
ASE_00181 0.70 0.64 0.76 68 57540 27 3 19 5 38
ASE_00182 0.60 0.58 0.61 79 84126 53 5 45 3 57
ASE_00183 0.71 0.67 0.75 76 61324 31 0 25 6 37
ASE_00184 0.72 0.71 0.73 72 54516 30 1 26 3 30
ASE_00185 0.75 0.70 0.81 90 73425 27 1 20 6 38
ASE_00186 0.67 0.62 0.72 82 78889 39 3 29 7 50
ASE_00190 0.60 0.57 0.63 51 45370 35 3 27 5 39
ASE_00197 0.60 0.57 0.64 82 89125 52 2 44 6 63
ASE_00198 0.84 0.77 0.91 79 52563 14 2 6 6 23
ASE_00203 0.72 0.70 0.75 67 46576 28 4 18 6 29
ASE_00212 0.61 0.57 0.65 84 93832 50 1 44 5 64
ASE_00214 0.80 0.78 0.82 80 56182 27 3 15 9 23
ASE_00215 0.60 0.58 0.63 57 48425 38 5 29 4 42
ASE_00216 0.55 0.54 0.56 44 39262 35 9 25 1 38
ASE_00217 0.38 0.34 0.41 31 40395 49 5 39 5 59
ASE_00221 0.63 0.56 0.71 65 64529 30 1 25 4 52
ASE_00228 0.53 0.53 0.53 46 46885 42 11 29 2 40
ASE_00229 0.73 0.69 0.78 60 42409 23 1 16 6 27
ASE_00231 0.62 0.59 0.64 57 47806 35 4 28 3 39
ASE_00232 0.65 0.65 0.65 55 38419 32 10 19 3 29
ASE_00234 0.60 0.55 0.66 71 75358 43 2 35 6 58
ASE_00238 0.71 0.66 0.77 75 64163 29 2 21 6 39
ASE_00241 0.57 0.54 0.61 47 43879 35 1 29 5 40
ASE_00242 0.63 0.60 0.67 67 60975 34 1 32 1 45
ASE_00248 0.40 0.36 0.44 41 62388 53 2 50 1 73
ASE_00254 0.38 0.35 0.41 29 36786 46 5 36 5 53
ASE_00255 0.56 0.54 0.59 70 74572 52 4 45 3 60
ASE_00257 0.58 0.56 0.61 54 50951 41 3 32 6 43
ASE_00263 0.69 0.68 0.71 81 70386 35 3 30 2 39
ASE_00267 0.66 0.61 0.70 54 45073 32 1 22 9 34
ASE_00270 0.81 0.78 0.84 100 72271 24 1 18 5 28
ASE_00274 0.62 0.57 0.68 59 55524 30 5 23 2 44
ASE_00277 0.43 0.43 0.42 39 48113 55 9 44 2 52
ASE_00279 0.49 0.48 0.51 48 53207 48 7 39 2 53
ASE_00280 0.51 0.49 0.54 48 51914 45 8 33 4 50
ASE_00281 0.73 0.69 0.76 61 44471 28 0 19 9 27
ASE_00282 0.44 0.44 0.45 56 77690 69 5 64 0 71
ASE_00283 0.75 0.72 0.79 77 61678 27 3 18 6 30
ASE_00284 0.68 0.66 0.71 71 58211 37 4 25 8 37
ASE_00285 0.80 0.75 0.86 92 68899 25 3 12 10 30
ASE_00286 0.40 0.38 0.42 35 46581 58 2 47 9 57
ASE_00287 0.72 0.68 0.76 70 54854 28 2 20 6 33
ASE_00292 0.47 0.43 0.52 60 81694 59 1 55 3 78
ASE_00294 0.73 0.66 0.81 113 114342 31 0 26 5 58
ASE_00296 0.44 0.41 0.47 59 91680 69 7 60 2 86
ASE_00297 0.75 0.72 0.77 71 52883 24 3 18 3 27
ASE_00298 0.52 0.50 0.54 56 67425 50 1 46 3 57
ASE_00318 0.64 0.63 0.65 74 80087 44 14 25 5 44
ASE_00328 0.67 0.63 0.73 70 72675 40 4 22 14 42
ASE_00332 0.51 0.49 0.54 68 81683 62 2 57 3 70
ASE_00335 0.62 0.58 0.66 67 75364 42 6 29 7 49
ASE_00340 0.74 0.74 0.73 63 45970 27 7 16 4 22
ASE_00342 0.62 0.58 0.67 67 62381 34 1 32 1 48
ASE_00353 0.57 0.57 0.58 61 57864 49 4 41 4 46
ASE_00361 0.54 0.53 0.56 67 75347 55 10 42 3 60
ASE_00362 0.58 0.58 0.58 53 48114 41 2 36 3 38
ASE_00363 0.58 0.55 0.60 52 51274 41 2 32 7 42
ASE_00364 0.74 0.70 0.78 74 54190 29 1 20 8 31
ASE_00366 0.41 0.42 0.41 41 58553 60 6 53 1 57
ASE_00367 0.55 0.51 0.59 44 42997 38 1 29 8 42
ASE_00369 0.63 0.63 0.64 67 55841 39 1 36 2 40
ASE_00370 0.77 0.73 0.82 61 41831 22 1 12 9 23
ASE_00372 0.68 0.65 0.71 65 51911 33 5 22 6 35
ASE_00374 0.72 0.72 0.72 63 44763 26 3 21 2 25
ASE_00376 0.67 0.64 0.71 67 56858 30 1 27 2 38
ASE_00377 0.73 0.70 0.76 75 57531 30 3 21 6 32
ASE_00379 0.60 0.56 0.63 50 45977 39 3 26 10 39
ASE_00382 0.67 0.65 0.70 55 41826 29 6 18 5 29
ASE_00383 0.46 0.42 0.50 44 54527 47 3 41 3 61
ASE_00384 0.61 0.59 0.63 54 48430 37 2 30 5 38
ASE_00386 0.54 0.51 0.57 49 50317 39 7 30 2 47
ASE_00387 0.70 0.66 0.73 69 55851 30 1 24 5 35
ASE_00388 0.61 0.55 0.67 49 45680 34 1 23 10 40
ASE_00390 0.62 0.60 0.64 51 42115 39 0 29 10 34
ASE_00393 0.48 0.46 0.51 43 47810 49 2 40 7 50
ASE_00394 0.78 0.76 0.80 71 46882 23 2 16 5 22
ASE_00395 0.67 0.65 0.68 55 41535 32 2 24 6 29
ASE_00396 0.55 0.52 0.58 43 41542 36 2 29 5 40
ASE_00397 0.58 0.56 0.60 59 54517 43 4 35 4 46
ASE_00398 0.62 0.58 0.66 60 55854 39 1 30 8 44
ASE_00400 0.66 0.63 0.70 67 57874 34 1 28 5 39
ASE_00401 0.65 0.63 0.67 79 76910 40 5 34 1 47
ASE_00402 0.73 0.68 0.77 58 42411 22 2 15 5 27
ASE_00403 0.45 0.42 0.47 45 55850 54 1 49 4 62
ASE_00404 0.53 0.49 0.58 42 42998 39 1 30 8 43
ASE_00406 0.81 0.76 0.87 71 48746 21 0 11 10 23
ASE_00411 0.49 0.46 0.52 41 49376 45 5 33 7 48
ASE_00412 0.49 0.46 0.53 48 58220 47 5 38 4 57
ASE_00413 0.64 0.65 0.63 53 44467 33 10 21 2 28
ASE_00415 0.66 0.65 0.66 67 54845 36 6 28 2 36
ASE_00416 0.70 0.67 0.73 85 77304 41 1 31 9 42
ASE_00419 0.82 0.80 0.85 82 54849 17 5 10 2 21
ASE_00422 0.78 0.77 0.79 72 46880 26 5 14 7 22
ASE_00423 0.58 0.58 0.58 63 56845 45 8 37 0 46
ASE_00428 0.78 0.75 0.81 94 76520 29 3 19 7 31
ASE_00430 0.75 0.74 0.76 72 46876 30 5 18 7 25
ASE_00437 0.44 0.41 0.49 55 79288 62 0 58 4 80
ASE_00441 0.79 0.74 0.84 83 64162 21 1 15 5 29
ASE_00448 0.22 0.22 0.22 25 64149 93 7 80 6 87
ASE_00451 0.64 0.60 0.68 75 70765 41 3 33 5 50
PDB_00571 0.42 0.36 0.50 9 3303 9 2 7 0 16
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00829 0.86 0.75 1.00 18 2260 0 0 0 0 6
PDB_01020 0.86 0.74 1.00 17 2261 1 0 0 1 6
PDB_01073 0.86 0.74 1.00 25 4346 1 0 0 1 9
RFA_00599 0.72 0.72 0.71 80 101363 56 10 22 24 31
RFA_00601 0.49 0.52 0.46 59 99108 82 28 40 14 55
RFA_00602 0.66 0.68 0.64 79 101352 64 17 27 20 37
TMR_00017 0.51 0.49 0.53 50 67067 50 10 34 6 52
TMR_00018 0.37 0.37 0.37 34 64527 63 11 48 4 58
TMR_00038 0.22 0.21 0.23 23 71154 80 9 67 4 87
TMR_00042 0.35 0.35 0.36 34 62740 64 3 58 3 64
TMR_00046 0.28 0.28 0.28 27 62740 72 11 57 4 69
TMR_00048 0.23 0.24 0.23 23 64880 83 15 62 6 72
TMR_00080 0.41 0.40 0.42 38 70409 53 14 39 0 58
TMR_00082 0.70 0.68 0.71 65 67805 31 8 18 5 31
TMR_00123 0.40 0.39 0.41 39 66335 61 11 45 5 62
TMR_00137 0.22 0.21 0.22 19 60990 74 9 57 8 70
TMR_00142 0.50 0.51 0.50 52 70771 65 10 43 12 50
TMR_00207 0.29 0.28 0.30 29 72294 71 7 60 4 74
TMR_00257 0.12 0.11 0.12 11 67072 82 7 71 4 87
TMR_00271 0.64 0.60 0.67 55 64179 37 6 21 10 36
TMR_00332 0.49 0.43 0.54 43 67082 41 7 29 5 56
TMR_00366 0.51 0.51 0.52 51 67798 58 12 35 11 49
TMR_00378 0.26 0.25 0.28 24 67810 73 14 48 11 73
TMR_00399 0.35 0.34 0.36 32 64892 62 12 44 6 62
TMR_00404 0.37 0.40 0.35 37 67422 80 26 43 11 55
TMR_00427 0.34 0.32 0.36 31 67441 61 13 43 5 66
TMR_00443 0.54 0.51 0.57 53 67068 47 11 29 7 51
TMR_00451 0.18 0.19 0.18 17 63449 84 20 60 4 72
TMR_00458 0.46 0.46 0.46 43 63453 57 9 41 7 50
TMR_00469 0.53 0.53 0.52 53 64519 52 17 31 4 47
TMR_00472 0.42 0.40 0.44 39 64532 60 8 41 11 58
TMR_00519 0.39 0.39 0.40 37 63098 66 12 43 11 58
TMR_00520 0.52 0.52 0.53 51 63094 55 14 31 10 48
TMR_00522 0.39 0.39 0.40 38 63095 66 13 44 9 59
TMR_00528 0.30 0.29 0.32 28 63102 70 16 44 10 69
TMR_00540 0.44 0.41 0.47 43 73444 60 11 38 11 61
TMR_00568 0.36 0.34 0.38 34 60636 62 4 52 6 65
TMR_00571 0.66 0.61 0.71 60 60642 38 2 22 14 39
TMR_00580 0.68 0.64 0.72 64 60637 36 2 23 11 36
TMR_00584 0.59 0.57 0.61 55 60985 47 3 32 12 42
TMR_00586 0.50 0.49 0.51 48 60980 57 8 39 10 49
TMR_00616 0.41 0.40 0.41 40 67064 62 12 45 5 59
TMR_00699 0.49 0.44 0.55 45 67079 42 4 33 5 57
TMR_00702 0.39 0.36 0.42 36 67075 55 12 38 5 64
TMR_00703 0.50 0.49 0.52 49 67433 51 6 40 5 50

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Performance of CMfinder(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 6683
Total TN 12439819
Total FP 2540
Total FP CONTRA 195
Total FP INCONS 2042
Total FP COMP 303
Total FN 14865
Total Scores
MCC 0.482
Average MCC ± 95% Confidence Intervals 0.484 ± 0.018
Sensitivity 0.310
Positive Predictive Value 0.749
Nr of predictions 209

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.50 0.29 0.88 28 47863 4 0 4 0 69
ASE_00005 0.41 0.26 0.67 30 57925 15 0 15 0 87
ASE_00006 0.54 0.40 0.74 37 47536 13 1 12 0 56
ASE_00007 0.64 0.48 0.85 53 59623 11 1 8 2 57
ASE_00012 0.41 0.18 0.96 22 73897 1 0 1 0 101
ASE_00018 0.55 0.40 0.75 54 80529 20 1 17 2 80
ASE_00020 0.40 0.24 0.68 30 73876 16 1 13 2 96
ASE_00021 0.37 0.18 0.80 28 104161 7 1 6 0 132
ASE_00022 0.45 0.28 0.71 35 82979 14 1 13 0 89
ASE_00028 0.59 0.41 0.84 52 84604 11 3 7 1 74
ASE_00035 0.46 0.29 0.74 34 70454 12 1 11 0 84
ASE_00037 0.55 0.42 0.72 46 59276 18 0 18 0 64
ASE_00038 0.51 0.37 0.73 37 53577 14 1 13 0 64
ASE_00040 0.44 0.24 0.80 32 78963 9 1 7 1 101
ASE_00041 0.54 0.38 0.77 41 57577 12 0 12 0 67
ASE_00042 0.40 0.18 0.90 26 90071 3 0 3 0 119
ASE_00044 0.45 0.29 0.71 30 54573 13 0 12 1 75
ASE_00064 0.48 0.30 0.75 27 45415 10 1 8 1 62
ASE_00068 0.61 0.44 0.86 37 37632 6 0 6 0 48
ASE_00074 0.63 0.44 0.91 52 67839 6 0 5 1 67
ASE_00075 0.37 0.17 0.80 28 108776 7 1 6 0 134
ASE_00077 0.59 0.36 0.97 31 45118 1 0 1 0 55
ASE_00078 0.72 0.61 0.84 51 43010 11 1 9 1 32
ASE_00080 0.37 0.24 0.58 30 71579 22 0 22 0 93
ASE_00081 0.51 0.31 0.86 30 49735 6 0 5 1 67
ASE_00082 0.56 0.39 0.82 45 70445 17 0 10 7 71
ASE_00083 0.50 0.27 0.91 30 62448 4 0 3 1 80
ASE_00084 0.49 0.34 0.69 34 53579 15 0 15 0 65
ASE_00087 0.41 0.21 0.79 30 88372 8 0 8 0 114
ASE_00090 0.46 0.33 0.66 33 55561 18 0 17 1 68
ASE_00092 0.55 0.37 0.81 42 63494 11 0 10 1 71
ASE_00099 0.55 0.40 0.76 48 64557 17 0 15 2 72
ASE_00104 0.47 0.30 0.73 36 64212 14 0 13 1 83
ASE_00105 0.42 0.23 0.78 25 64229 7 1 6 0 86
ASE_00107 0.62 0.45 0.85 57 73086 10 0 10 0 70
ASE_00115 0.51 0.29 0.91 29 54583 4 0 3 1 72
ASE_00118 0.65 0.48 0.88 49 60670 9 1 6 2 53
ASE_00119 0.44 0.29 0.67 31 62789 17 3 12 2 77
ASE_00123 0.45 0.28 0.71 24 38469 14 0 10 4 61
ASE_00125 0.55 0.40 0.76 35 39294 12 1 10 1 53
ASE_00126 0.66 0.56 0.78 46 40411 14 0 13 1 36
ASE_00128 0.51 0.29 0.91 29 53269 4 0 3 1 71
ASE_00129 0.51 0.27 0.97 30 62804 1 0 1 0 81
ASE_00131 0.53 0.34 0.83 29 39305 7 0 6 1 56
ASE_00134 0.63 0.48 0.82 46 50347 11 0 10 1 49
ASE_00135 0.47 0.34 0.65 37 63133 20 1 19 0 72
ASE_00136 0.63 0.50 0.81 46 48148 13 0 11 2 46
ASE_00137 0.67 0.50 0.89 49 48461 7 2 4 1 49
ASE_00138 0.74 0.63 0.86 51 40411 9 1 7 1 30
ASE_00140 0.35 0.18 0.69 22 70844 11 0 10 1 103
ASE_00142 0.46 0.22 0.96 27 67133 3 0 1 2 95
ASE_00146 0.52 0.38 0.70 47 70809 20 1 19 0 77
ASE_00153 0.09 0.05 0.16 4 57605 39 5 16 18 69
ASE_00163 0.67 0.54 0.83 50 53241 10 1 9 0 43
ASE_00165 0.54 0.31 0.97 31 52943 1 0 1 0 70
ASE_00170 0.52 0.32 0.83 30 48792 8 0 6 2 63
ASE_00171 0.64 0.48 0.85 45 48463 9 1 7 1 49
ASE_00172 0.53 0.38 0.74 40 58942 15 1 13 1 66
ASE_00174 0.39 0.19 0.81 21 61049 5 2 3 0 88
ASE_00175 0.46 0.32 0.65 34 59979 18 0 18 0 73
ASE_00179 0.55 0.45 0.67 38 44196 19 3 16 0 46
ASE_00180 0.69 0.57 0.84 57 51292 11 0 11 0 43
ASE_00181 0.50 0.30 0.82 32 57591 8 0 7 1 74
ASE_00182 0.40 0.26 0.64 35 84200 20 1 19 0 101
ASE_00183 0.42 0.26 0.67 29 61382 14 0 14 0 84
ASE_00184 0.63 0.47 0.86 48 54559 8 1 7 0 54
ASE_00185 0.35 0.18 0.70 23 73503 10 0 10 0 105
ASE_00186 0.44 0.27 0.71 36 78952 15 0 15 0 96
ASE_00190 0.32 0.18 0.57 16 45423 13 1 11 1 74
ASE_00197 0.45 0.26 0.78 38 89204 11 0 11 0 107
ASE_00198 0.62 0.46 0.84 47 52594 9 1 8 0 55
ASE_00203 0.44 0.24 0.79 23 46636 6 2 4 0 73
ASE_00212 0.43 0.27 0.69 40 93903 18 1 17 0 108
ASE_00214 0.62 0.47 0.81 48 56221 13 0 11 2 55
ASE_00215 0.42 0.27 0.66 27 48475 15 0 14 1 72
ASE_00216 0.72 0.60 0.86 49 39283 8 5 3 0 33
ASE_00217 0.54 0.38 0.77 34 40426 12 0 10 2 56
ASE_00221 0.56 0.38 0.80 45 64564 11 1 10 0 72
ASE_00228 0.41 0.24 0.70 21 46941 10 2 7 1 65
ASE_00229 0.57 0.44 0.75 38 42435 14 0 13 1 49
ASE_00231 0.61 0.45 0.83 43 47843 9 2 7 0 53
ASE_00232 0.66 0.56 0.78 47 38443 13 4 9 0 37
ASE_00234 0.45 0.27 0.74 35 75419 12 1 11 0 94
ASE_00238 0.46 0.22 0.96 25 64235 1 0 1 0 89
ASE_00241 0.77 0.68 0.88 59 43889 8 0 8 0 28
ASE_00242 0.58 0.41 0.81 46 61018 13 1 10 2 66
ASE_00248 0.56 0.39 0.80 44 62426 11 1 10 0 70
ASE_00254 0.65 0.55 0.76 45 36797 14 3 11 0 37
ASE_00255 0.42 0.22 0.82 28 74657 6 1 5 0 102
ASE_00257 0.51 0.36 0.73 35 50992 14 0 13 1 62
ASE_00263 0.50 0.33 0.78 39 70450 12 0 11 1 81
ASE_00267 0.62 0.47 0.82 41 45100 10 0 9 1 47
ASE_00270 0.47 0.27 0.80 35 72346 9 0 9 0 93
ASE_00274 0.56 0.42 0.75 43 55554 14 1 13 0 60
ASE_00277 0.49 0.27 0.89 25 48177 3 0 3 0 66
ASE_00279 0.50 0.27 0.93 27 53272 2 0 2 0 74
ASE_00280 0.45 0.30 0.67 29 51960 15 0 14 1 69
ASE_00281 0.49 0.30 0.81 26 44519 6 0 6 0 62
ASE_00282 0.45 0.30 0.68 38 77759 18 1 17 0 89
ASE_00283 0.46 0.26 0.82 28 61742 8 0 6 2 79
ASE_00284 0.41 0.24 0.70 26 58274 11 0 11 0 82
ASE_00285 0.43 0.22 0.82 27 68973 6 0 6 0 95
ASE_00286 0.66 0.51 0.85 47 46610 9 0 8 1 45
ASE_00287 0.44 0.31 0.63 32 54895 20 1 18 1 71
ASE_00292 0.50 0.35 0.72 48 81743 19 0 19 0 90
ASE_00294 0.37 0.19 0.74 32 114438 12 0 11 1 139
ASE_00296 0.35 0.18 0.67 26 91767 13 0 13 0 119
ASE_00297 0.40 0.24 0.65 24 52938 14 0 13 1 74
ASE_00298 0.54 0.38 0.75 43 67471 14 1 13 0 70
ASE_00318 0.49 0.31 0.80 36 80155 10 3 6 1 82
ASE_00328 0.48 0.34 0.69 38 72716 20 4 13 3 74
ASE_00332 0.41 0.20 0.87 27 81779 4 0 4 0 111
ASE_00335 0.46 0.32 0.67 37 75411 19 2 16 1 79
ASE_00340 0.47 0.36 0.62 31 46006 19 5 14 0 54
ASE_00342 0.57 0.41 0.81 47 62423 13 0 11 2 68
ASE_00353 0.52 0.39 0.68 42 57908 21 1 19 1 65
ASE_00361 0.40 0.21 0.75 27 75430 10 1 8 1 100
ASE_00362 0.52 0.41 0.66 37 48149 19 0 19 0 54
ASE_00363 0.48 0.30 0.78 28 51324 9 4 4 1 66
ASE_00364 0.43 0.25 0.76 26 54251 8 0 8 0 79
ASE_00366 0.43 0.33 0.56 32 58596 25 3 22 0 66
ASE_00367 0.50 0.30 0.84 26 43040 5 0 5 0 60
ASE_00369 0.55 0.38 0.79 41 55893 11 0 11 0 66
ASE_00370 0.69 0.57 0.83 48 41847 11 1 9 1 36
ASE_00372 0.60 0.43 0.84 43 51952 8 0 8 0 57
ASE_00374 0.52 0.32 0.85 28 44817 6 0 5 1 60
ASE_00376 0.42 0.25 0.70 26 56916 11 0 11 0 79
ASE_00377 0.43 0.25 0.75 27 57594 10 0 9 1 80
ASE_00379 0.60 0.44 0.83 39 46009 9 0 8 1 50
ASE_00382 0.64 0.51 0.81 43 41852 11 1 9 1 41
ASE_00383 0.55 0.38 0.78 40 54564 11 1 10 0 65
ASE_00384 0.49 0.28 0.87 26 48486 5 0 4 1 66
ASE_00386 0.54 0.31 0.94 30 50371 3 0 2 1 66
ASE_00387 0.42 0.23 0.75 24 55913 9 0 8 1 80
ASE_00388 0.68 0.55 0.84 49 45695 10 1 8 1 40
ASE_00390 0.55 0.33 0.93 28 42165 3 0 2 1 57
ASE_00393 0.58 0.45 0.74 42 47838 15 1 14 0 51
ASE_00394 0.54 0.31 0.94 29 46940 3 0 2 1 64
ASE_00395 0.61 0.48 0.78 40 41565 11 0 11 0 44
ASE_00396 0.56 0.34 0.93 28 41586 3 0 2 1 55
ASE_00397 0.55 0.38 0.78 40 54564 12 0 11 1 65
ASE_00398 0.44 0.23 0.86 24 55917 5 0 4 1 80
ASE_00400 0.58 0.43 0.78 46 57911 13 1 12 0 60
ASE_00401 0.43 0.21 0.90 26 76999 4 0 3 1 100
ASE_00402 0.54 0.36 0.79 31 42447 8 0 8 0 54
ASE_00403 0.61 0.42 0.88 45 55894 6 1 5 0 62
ASE_00404 0.68 0.56 0.83 48 43013 10 1 9 0 37
ASE_00406 0.59 0.41 0.85 39 48782 9 0 7 2 55
ASE_00411 0.44 0.33 0.59 29 49406 20 1 19 0 60
ASE_00412 0.53 0.36 0.79 38 58263 11 0 10 1 67
ASE_00413 0.51 0.37 0.70 30 44508 14 3 10 1 51
ASE_00415 0.39 0.20 0.75 21 54918 8 0 7 1 82
ASE_00416 0.42 0.21 0.82 27 77388 7 0 6 1 100
ASE_00419 0.55 0.41 0.75 42 54890 14 2 12 0 61
ASE_00422 0.57 0.40 0.79 38 46923 11 0 10 1 56
ASE_00423 0.39 0.24 0.63 26 56912 15 0 15 0 83
ASE_00428 0.56 0.40 0.79 50 76573 13 1 12 0 75
ASE_00430 0.46 0.25 0.86 24 46943 4 0 4 0 73
ASE_00437 0.58 0.39 0.87 53 79340 8 0 8 0 82
ASE_00441 0.53 0.36 0.80 40 64211 11 1 9 1 72
ASE_00448 0.51 0.33 0.79 37 64214 11 0 10 1 75
ASE_00451 0.54 0.35 0.83 44 70823 10 1 8 1 81
PDB_00571 0.87 0.80 0.95 20 3300 1 0 1 0 5
PDB_00828 0.84 0.70 1.00 19 2466 0 0 0 0 8
PDB_00829 0.84 0.71 1.00 17 2261 0 0 0 0 7
PDB_01020 0.78 0.61 1.00 14 2264 0 0 0 0 9
PDB_01073 0.59 0.35 1.00 12 4359 1 0 0 1 22
RFA_00599 0.06 0.04 0.10 4 101435 37 2 34 1 107
RFA_00601 0.20 0.13 0.32 15 99188 37 2 30 5 99
RFA_00602 0.15 0.09 0.26 10 101437 34 0 28 6 106
TMR_00017 0.44 0.23 0.85 23 67134 8 0 4 4 79
TMR_00018 0.29 0.13 0.67 12 64602 10 0 6 4 80
TMR_00038 0.49 0.25 0.93 28 71223 4 1 1 2 82
TMR_00042 0.22 0.12 0.40 12 62805 21 0 18 3 86
TMR_00046 0.31 0.22 0.44 21 62787 30 4 23 3 75
TMR_00048 0.28 0.20 0.40 19 64933 33 5 23 5 76
TMR_00080 0.47 0.29 0.76 28 70463 9 0 9 0 68
TMR_00082 0.44 0.30 0.63 29 67850 21 1 16 4 67
TMR_00123 0.41 0.22 0.76 22 66401 12 0 7 5 79
TMR_00137 0.33 0.20 0.55 18 61042 21 2 13 6 71
TMR_00142 0.12 0.07 0.21 7 70843 33 8 18 7 95
TMR_00207 0.32 0.18 0.54 19 72355 16 6 10 0 84
TMR_00257 0.46 0.29 0.76 28 67124 14 0 9 5 70
TMR_00271 0.28 0.14 0.57 13 64238 15 1 9 5 78
TMR_00332 0.40 0.22 0.71 22 67130 14 0 9 5 77
TMR_00366 0.32 0.17 0.59 17 67867 23 3 9 11 83
TMR_00378 0.32 0.18 0.59 17 67867 23 3 9 11 80
TMR_00399 0.18 0.09 0.36 8 64958 14 7 7 0 86
TMR_00404 0.21 0.11 0.42 10 67504 25 4 10 11 82
TMR_00427 0.55 0.32 0.94 31 67495 7 0 2 5 66
TMR_00443 0.41 0.27 0.64 28 67117 20 1 15 4 76
TMR_00451 0.17 0.11 0.25 10 63506 34 6 24 4 79
TMR_00458 0.18 0.09 0.38 8 63525 16 1 12 3 85
TMR_00469 0.50 0.31 0.79 31 64581 12 1 7 4 69
TMR_00472 0.50 0.30 0.83 29 64585 10 1 5 4 68
TMR_00519 0.28 0.18 0.44 17 63151 27 2 20 5 78
TMR_00520 0.34 0.19 0.59 19 63158 13 4 9 0 80
TMR_00522 0.38 0.20 0.73 19 63164 7 1 6 0 78
TMR_00528 0.40 0.23 0.71 22 63159 13 2 7 4 75
TMR_00540 0.30 0.18 0.50 19 73498 24 2 17 5 85
TMR_00568 0.33 0.17 0.65 17 60700 14 0 9 5 82
TMR_00571 0.37 0.19 0.70 19 60699 13 0 8 5 80
TMR_00580 0.35 0.19 0.66 19 60697 15 2 8 5 81
TMR_00584 0.31 0.15 0.63 15 61051 15 1 8 6 82
TMR_00586 0.36 0.20 0.68 19 61047 14 1 8 5 78
TMR_00616 0.46 0.28 0.76 28 67124 12 3 6 3 71
TMR_00699 0.32 0.17 0.61 17 67133 12 3 8 1 85
TMR_00702 0.42 0.24 0.73 24 67128 10 3 6 1 76
TMR_00703 0.52 0.35 0.78 35 67483 15 1 9 5 64

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