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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric ProbKnot CMfinder(20)
MCC 0.587 > 0.482
Average MCC ± 95% Confidence Intervals 0.591 ± 0.021 > 0.484 ± 0.018
Sensitivity 0.565 > 0.310
Positive Predictive Value 0.611 < 0.749
Total TP 12182 > 6683
Total TN 12428806 < 12439819
Total FP 9114 > 2540
Total FP CONTRA 1228 > 195
Total FP INCONS 6523 > 2042
Total FP COMP 1363 > 303
Total FN 9366 < 14865
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of ProbKnot - scored higher in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 12182
Total TN 12428806
Total FP 9114
Total FP CONTRA 1228
Total FP INCONS 6523
Total FP COMP 1363
Total FN 9366
Total Scores
MCC 0.587
Average MCC ± 95% Confidence Intervals 0.591 ± 0.021
Sensitivity 0.565
Positive Predictive Value 0.611
Nr of predictions 209

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.69 0.72 67 47802 28 9 17 2 30
ASE_00005 0.62 0.56 0.69 65 57876 33 4 25 4 52
ASE_00006 0.54 0.53 0.55 49 47497 45 10 30 5 44
ASE_00007 0.72 0.64 0.80 70 59598 25 0 17 8 40
ASE_00012 0.50 0.46 0.56 56 73820 50 3 41 6 67
ASE_00018 0.55 0.52 0.59 70 80482 51 1 48 2 64
ASE_00020 0.59 0.57 0.62 72 73803 51 6 39 6 54
ASE_00021 0.62 0.56 0.69 90 104066 49 4 36 9 70
ASE_00022 0.51 0.46 0.56 57 82927 51 5 39 7 67
ASE_00028 0.73 0.70 0.76 88 84550 36 6 22 8 38
ASE_00035 0.39 0.37 0.40 44 70391 70 9 56 5 74
ASE_00037 0.41 0.36 0.47 40 59254 50 1 45 4 70
ASE_00038 0.79 0.75 0.83 76 53536 22 1 15 6 25
ASE_00040 0.46 0.40 0.53 53 78903 52 4 43 5 80
ASE_00041 0.44 0.41 0.48 44 57538 53 5 43 5 64
ASE_00042 0.50 0.46 0.54 66 89978 62 2 54 6 79
ASE_00044 0.74 0.74 0.74 78 54509 34 6 22 6 27
ASE_00064 0.38 0.39 0.38 35 45358 67 6 52 9 54
ASE_00068 0.57 0.52 0.64 44 37606 30 2 23 5 41
ASE_00074 0.53 0.51 0.55 61 67785 53 4 46 3 58
ASE_00075 0.67 0.62 0.72 100 108673 51 3 35 13 62
ASE_00077 0.55 0.53 0.57 46 45069 41 4 31 6 40
ASE_00078 0.66 0.61 0.71 51 42999 27 2 19 6 32
ASE_00080 0.59 0.54 0.63 67 71525 45 6 33 6 56
ASE_00081 0.76 0.69 0.84 67 49690 15 4 9 2 30
ASE_00082 0.79 0.70 0.90 81 70410 24 1 8 15 35
ASE_00083 0.68 0.66 0.70 73 62377 38 8 23 7 37
ASE_00084 0.79 0.76 0.82 75 53536 19 4 13 2 24
ASE_00087 0.71 0.64 0.78 92 88292 33 4 22 7 52
ASE_00090 0.67 0.67 0.66 68 55508 43 4 31 8 33
ASE_00092 0.79 0.75 0.83 85 63443 26 3 15 8 28
ASE_00099 0.81 0.72 0.91 86 64525 15 0 9 6 34
ASE_00104 0.70 0.66 0.76 78 64158 29 2 23 4 41
ASE_00105 0.44 0.41 0.47 45 64166 59 7 43 9 66
ASE_00107 0.73 0.71 0.76 90 73035 29 1 27 1 37
ASE_00115 0.67 0.68 0.66 69 54510 47 7 29 11 32
ASE_00118 0.47 0.47 0.47 48 60624 58 4 50 4 54
ASE_00119 0.84 0.81 0.87 87 62735 16 2 11 3 21
ASE_00123 0.53 0.52 0.55 44 38423 42 2 34 6 41
ASE_00125 0.68 0.64 0.73 56 39263 29 4 17 8 32
ASE_00126 0.78 0.77 0.80 63 40391 23 1 15 7 19
ASE_00128 0.73 0.70 0.75 70 53208 31 3 20 8 30
ASE_00129 0.73 0.70 0.76 78 62733 31 2 22 7 33
ASE_00131 0.61 0.59 0.63 50 39261 39 1 28 10 35
ASE_00134 0.42 0.41 0.42 39 50311 58 8 45 5 56
ASE_00135 0.65 0.64 0.66 70 63084 43 1 35 7 39
ASE_00136 0.80 0.76 0.84 70 48122 22 0 13 9 22
ASE_00137 0.69 0.67 0.70 66 48422 33 2 26 5 32
ASE_00138 0.62 0.60 0.64 49 40393 33 10 18 5 32
ASE_00140 0.67 0.64 0.71 80 70763 36 4 29 3 45
ASE_00142 0.71 0.66 0.76 80 67056 31 5 20 6 42
ASE_00146 0.61 0.56 0.66 69 70772 39 6 29 4 55
ASE_00153 0.62 0.67 0.58 49 57545 73 9 27 37 24
ASE_00163 0.32 0.31 0.33 29 53214 69 5 53 11 64
ASE_00165 0.46 0.45 0.47 45 52879 53 3 48 2 56
ASE_00170 0.71 0.69 0.74 64 48741 31 3 20 8 29
ASE_00171 0.73 0.70 0.77 66 48430 22 6 14 2 28
ASE_00172 0.78 0.72 0.84 76 58906 20 2 12 6 30
ASE_00174 0.50 0.50 0.51 54 60970 54 8 43 3 55
ASE_00175 0.67 0.61 0.73 65 59942 31 2 22 7 42
ASE_00179 0.57 0.55 0.59 46 44175 33 5 27 1 38
ASE_00180 0.70 0.66 0.73 66 51270 30 8 16 6 34
ASE_00181 0.71 0.65 0.78 69 57541 26 4 16 6 37
ASE_00182 0.59 0.57 0.61 77 84129 53 5 44 4 59
ASE_00183 0.70 0.68 0.72 77 61318 37 3 27 7 36
ASE_00184 0.70 0.70 0.70 71 54513 37 5 26 6 31
ASE_00185 0.76 0.72 0.81 92 73422 29 1 21 7 36
ASE_00186 0.70 0.68 0.72 90 78878 44 3 32 9 42
ASE_00190 0.62 0.61 0.63 55 45364 35 4 28 3 35
ASE_00197 0.59 0.56 0.63 81 89125 55 3 44 8 64
ASE_00198 0.81 0.75 0.87 77 52561 19 3 9 7 25
ASE_00203 0.76 0.71 0.82 68 46582 21 4 11 6 28
ASE_00212 0.64 0.61 0.68 90 93828 49 5 38 6 58
ASE_00214 0.79 0.79 0.79 81 56178 31 4 17 10 22
ASE_00215 0.60 0.58 0.63 57 48426 35 5 28 2 42
ASE_00216 0.48 0.45 0.52 37 39269 35 12 22 1 45
ASE_00217 0.35 0.32 0.38 29 40394 53 5 42 6 61
ASE_00221 0.65 0.56 0.75 66 64532 28 0 22 6 51
ASE_00228 0.57 0.55 0.59 47 46892 33 9 23 1 39
ASE_00229 0.69 0.66 0.72 57 42407 29 4 18 7 30
ASE_00231 0.62 0.60 0.63 58 47803 38 6 28 4 38
ASE_00232 0.66 0.65 0.67 55 38421 31 8 19 4 29
ASE_00234 0.59 0.55 0.63 71 75354 48 3 38 7 58
ASE_00238 0.72 0.65 0.80 74 64168 26 2 17 7 40
ASE_00241 0.63 0.60 0.68 52 43879 32 1 24 7 35
ASE_00242 0.64 0.60 0.69 67 60978 32 3 27 2 45
ASE_00248 0.40 0.37 0.44 42 62386 55 4 49 2 72
ASE_00254 0.37 0.33 0.42 27 36792 44 3 34 7 55
ASE_00255 0.55 0.54 0.56 70 74565 59 5 51 3 60
ASE_00257 0.66 0.63 0.70 61 50953 33 1 25 7 36
ASE_00263 0.70 0.69 0.71 83 70383 40 4 30 6 37
ASE_00267 0.64 0.59 0.69 52 45075 34 4 19 11 36
ASE_00270 0.80 0.79 0.82 101 72267 29 1 21 7 27
ASE_00274 0.64 0.56 0.73 58 55531 25 5 17 3 45
ASE_00277 0.44 0.44 0.44 40 48114 53 9 42 2 51
ASE_00279 0.50 0.49 0.52 49 53206 50 6 40 4 52
ASE_00280 0.50 0.47 0.53 46 51917 45 10 30 5 52
ASE_00281 0.73 0.67 0.80 59 44477 22 0 15 7 29
ASE_00282 0.45 0.44 0.47 56 77695 67 5 59 3 71
ASE_00283 0.76 0.74 0.79 79 61676 28 4 17 7 28
ASE_00284 0.68 0.67 0.70 72 58208 36 5 26 5 36
ASE_00285 0.78 0.71 0.85 87 68904 26 4 11 11 35
ASE_00286 0.40 0.39 0.40 36 46576 62 3 50 9 56
ASE_00287 0.73 0.70 0.76 72 54851 26 3 20 3 31
ASE_00292 0.48 0.43 0.54 60 81699 54 2 49 3 78
ASE_00294 0.75 0.67 0.85 115 114345 27 2 19 6 56
ASE_00296 0.43 0.39 0.46 57 91683 70 6 60 4 88
ASE_00297 0.76 0.72 0.79 71 52885 20 3 16 1 27
ASE_00298 0.50 0.48 0.52 54 67424 55 2 48 5 59
ASE_00318 0.63 0.64 0.63 75 80081 49 15 29 5 43
ASE_00328 0.68 0.66 0.70 74 72665 43 7 25 11 38
ASE_00332 0.51 0.49 0.53 68 81681 65 6 55 4 70
ASE_00335 0.60 0.59 0.61 69 75353 49 8 36 5 47
ASE_00340 0.72 0.72 0.72 61 45971 30 7 17 6 24
ASE_00342 0.62 0.57 0.68 65 62385 34 2 29 3 50
ASE_00353 0.60 0.58 0.63 62 57871 41 4 33 4 45
ASE_00361 0.54 0.54 0.54 69 75338 62 13 46 3 58
ASE_00362 0.58 0.58 0.58 53 48113 41 2 37 2 38
ASE_00363 0.57 0.55 0.60 52 51273 44 2 33 9 42
ASE_00364 0.73 0.70 0.76 74 54188 28 2 21 5 31
ASE_00366 0.40 0.42 0.39 41 58547 67 11 54 2 57
ASE_00367 0.57 0.55 0.60 47 42993 40 5 26 9 39
ASE_00369 0.64 0.59 0.69 63 55854 30 1 27 2 44
ASE_00370 0.73 0.70 0.77 59 41828 26 1 17 8 25
ASE_00372 0.67 0.65 0.68 65 51908 37 7 23 7 35
ASE_00374 0.72 0.72 0.72 63 44762 28 3 22 3 25
ASE_00376 0.65 0.65 0.65 68 56849 41 5 31 5 37
ASE_00377 0.75 0.74 0.76 79 57526 35 4 21 10 28
ASE_00379 0.60 0.57 0.63 51 45975 41 4 26 11 38
ASE_00382 0.69 0.67 0.71 56 41826 29 6 17 6 28
ASE_00383 0.51 0.46 0.57 48 54531 43 5 31 7 57
ASE_00384 0.61 0.59 0.63 54 48430 38 2 30 6 38
ASE_00386 0.54 0.54 0.54 52 50307 48 7 37 4 44
ASE_00387 0.68 0.65 0.72 68 55850 33 1 26 6 36
ASE_00388 0.63 0.58 0.68 52 45676 37 1 24 12 37
ASE_00390 0.61 0.60 0.63 51 42114 41 0 30 11 34
ASE_00393 0.47 0.42 0.53 39 47821 43 2 33 8 54
ASE_00394 0.80 0.77 0.82 72 46883 20 3 13 4 21
ASE_00395 0.70 0.65 0.74 55 41542 30 1 18 11 29
ASE_00396 0.54 0.52 0.57 43 41540 38 2 31 5 40
ASE_00397 0.59 0.58 0.61 61 54515 47 6 33 8 44
ASE_00398 0.61 0.56 0.66 58 55857 39 1 29 9 46
ASE_00400 0.66 0.64 0.68 68 57870 38 1 31 6 38
ASE_00401 0.64 0.63 0.65 80 76904 46 6 38 2 46
ASE_00402 0.73 0.67 0.79 57 42414 18 2 13 3 28
ASE_00403 0.45 0.42 0.47 45 55850 57 5 45 7 62
ASE_00404 0.53 0.52 0.54 44 42990 46 6 31 9 41
ASE_00406 0.80 0.77 0.83 72 48741 26 3 12 11 22
ASE_00411 0.46 0.46 0.47 41 49367 54 6 41 7 48
ASE_00412 0.49 0.48 0.52 50 58214 51 8 39 4 55
ASE_00413 0.64 0.67 0.62 54 44464 34 11 22 1 27
ASE_00415 0.68 0.66 0.69 68 54848 33 5 25 3 35
ASE_00416 0.70 0.67 0.73 85 77305 41 2 29 10 42
ASE_00419 0.84 0.81 0.88 83 54852 14 3 8 3 20
ASE_00422 0.79 0.77 0.81 72 46882 24 3 14 7 22
ASE_00423 0.61 0.61 0.60 67 56841 46 10 35 1 42
ASE_00428 0.78 0.75 0.82 94 76521 29 4 17 8 31
ASE_00430 0.77 0.74 0.81 72 46882 24 3 14 7 25
ASE_00437 0.43 0.41 0.47 55 79283 69 1 62 6 80
ASE_00441 0.78 0.74 0.82 83 64160 27 2 16 9 29
ASE_00448 0.22 0.23 0.22 26 64143 99 8 84 7 86
ASE_00451 0.62 0.60 0.65 75 70760 48 3 38 7 50
PDB_00571 0.60 0.60 0.60 15 3296 10 6 4 0 10
PDB_00828 0.86 0.78 0.95 21 2463 1 0 1 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 0.73 0.72 0.73 80 101366 58 10 19 29 31
RFA_00601 0.49 0.51 0.46 58 99110 84 27 40 17 56
RFA_00602 0.66 0.68 0.65 79 101353 63 21 22 20 37
TMR_00017 0.50 0.49 0.51 50 67062 55 11 38 6 52
TMR_00018 0.34 0.36 0.32 33 64516 76 17 54 5 59
TMR_00038 0.22 0.22 0.23 24 71147 87 13 69 5 86
TMR_00042 0.34 0.35 0.33 34 62733 71 6 62 3 64
TMR_00046 0.27 0.28 0.27 27 62734 81 11 63 7 69
TMR_00048 0.26 0.27 0.24 26 64873 87 15 66 6 69
TMR_00080 0.39 0.40 0.38 38 70401 62 18 43 1 58
TMR_00082 0.69 0.71 0.67 68 67795 38 16 17 5 28
TMR_00123 0.46 0.48 0.45 48 66324 63 13 45 5 53
TMR_00137 0.24 0.25 0.24 22 60983 79 12 58 9 67
TMR_00142 0.55 0.56 0.55 57 70772 62 10 37 15 45
TMR_00207 0.34 0.35 0.33 36 72280 79 10 64 5 67
TMR_00257 0.12 0.11 0.13 11 67074 81 6 70 5 87
TMR_00271 0.59 0.56 0.61 51 64178 43 9 23 11 40
TMR_00332 0.53 0.51 0.55 50 67070 47 10 31 6 49
TMR_00366 0.57 0.55 0.59 55 67803 49 8 30 11 45
TMR_00378 0.26 0.28 0.25 27 67786 94 24 59 11 70
TMR_00399 0.35 0.34 0.36 32 64891 64 12 45 7 62
TMR_00404 0.36 0.40 0.33 37 67416 86 29 46 11 55
TMR_00427 0.46 0.44 0.48 43 67439 54 11 35 8 54
TMR_00443 0.50 0.48 0.53 50 67066 52 13 32 7 54
TMR_00451 0.18 0.19 0.17 17 63445 88 21 63 4 72
TMR_00458 0.46 0.44 0.47 41 63459 54 11 35 8 52
TMR_00469 0.51 0.53 0.50 53 64514 57 18 35 4 47
TMR_00472 0.46 0.45 0.46 44 64524 64 10 42 12 53
TMR_00519 0.40 0.38 0.42 36 63105 64 10 39 15 59
TMR_00520 0.51 0.49 0.52 49 63096 56 15 30 11 50
TMR_00522 0.39 0.39 0.38 38 63091 70 16 45 9 59
TMR_00528 0.30 0.29 0.31 28 63099 73 18 45 10 69
TMR_00540 0.36 0.35 0.37 36 73438 74 14 48 12 68
TMR_00568 0.31 0.30 0.31 30 60629 73 6 61 6 69
TMR_00571 0.62 0.61 0.64 60 60632 46 6 28 12 39
TMR_00580 0.69 0.66 0.72 66 60634 37 3 23 11 34
TMR_00584 0.58 0.57 0.59 55 60982 53 5 33 15 42
TMR_00586 0.52 0.51 0.54 49 60984 52 8 34 10 48
TMR_00616 0.39 0.40 0.38 40 67057 69 13 51 5 59
TMR_00699 0.45 0.42 0.48 43 67072 52 7 39 6 59
TMR_00702 0.40 0.38 0.42 38 67071 58 13 39 6 62
TMR_00703 0.48 0.47 0.48 47 67430 56 11 40 5 52

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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.