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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Multilign(20) ProbKnot
MCC 0.651 > 0.587
Average MCC ± 95% Confidence Intervals 0.656 ± 0.017 > 0.591 ± 0.022
Sensitivity 0.591 > 0.565
Positive Predictive Value 0.718 > 0.612
Total TP 11862 > 11356
Total TN 11495758 > 11493710
Total FP 5464 < 8474
Total FP CONTRA 615 < 1113
Total FP INCONS 4034 < 6090
Total FP COMP 815 < 1271
Total FN 8223 < 8729
P-value 3.56938820447e-08

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Performance plots


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

  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 Multilign(20) and ProbKnot).

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

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

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

Total Base Pair Counts
Total TP 11862
Total TN 11495758
Total FP 5464
Total FP CONTRA 615
Total FP INCONS 4034
Total FP COMP 815
Total FN 8223
Total Scores
MCC 0.651
Average MCC ± 95% Confidence Intervals 0.656 ± 0.017
Sensitivity 0.591
Positive Predictive Value 0.718
Nr of predictions 196

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.73 0.66 0.82 77 57876 23 0 17 6 40
ASE_00006 0.78 0.76 0.81 71 47498 22 1 16 5 22
ASE_00007 0.70 0.63 0.78 69 59596 25 0 20 5 41
ASE_00012 0.62 0.56 0.69 69 73820 36 3 28 5 54
ASE_00018 0.75 0.67 0.84 90 80494 19 1 16 2 44
ASE_00020 0.49 0.43 0.56 54 73823 43 4 39 0 72
ASE_00021 0.62 0.51 0.75 82 104086 30 5 23 2 78
ASE_00035 0.62 0.57 0.68 67 70402 35 3 28 4 51
ASE_00037 0.56 0.49 0.64 54 59255 31 4 27 0 56
ASE_00038 0.57 0.53 0.61 54 53540 37 3 31 3 47
ASE_00040 0.69 0.62 0.75 83 78893 28 0 27 1 50
ASE_00041 0.72 0.67 0.78 72 57538 21 1 19 1 36
ASE_00042 0.50 0.41 0.61 60 90002 41 2 36 3 85
ASE_00044 0.83 0.77 0.89 81 54524 12 0 10 2 24
ASE_00064 0.76 0.67 0.86 60 45381 21 0 10 11 29
ASE_00068 0.76 0.71 0.82 60 37602 17 0 13 4 25
ASE_00074 0.82 0.78 0.87 93 67789 14 1 13 0 26
ASE_00075 0.75 0.64 0.87 104 108691 24 3 13 8 58
ASE_00077 0.61 0.55 0.67 47 45080 33 5 18 10 39
ASE_00078 0.81 0.77 0.84 64 42995 18 0 12 6 19
ASE_00080 0.52 0.48 0.57 59 71528 44 5 39 0 64
ASE_00081 0.80 0.75 0.86 73 49685 13 0 12 1 24
ASE_00082 0.58 0.53 0.63 62 70402 47 3 33 11 54
ASE_00083 0.82 0.74 0.91 81 62392 10 0 8 2 29
ASE_00084 0.60 0.55 0.67 54 53547 27 1 26 0 45
ASE_00087 0.47 0.40 0.57 57 88310 43 2 41 0 87
ASE_00090 0.52 0.46 0.60 46 55534 36 5 26 5 55
ASE_00092 0.69 0.63 0.76 71 63452 24 0 23 1 42
ASE_00099 0.81 0.76 0.86 91 64514 16 2 13 1 29
ASE_00104 0.82 0.76 0.89 90 64160 16 1 10 5 29
ASE_00105 0.53 0.49 0.58 54 64168 41 6 33 2 57
ASE_00107 0.64 0.57 0.73 72 73055 28 1 25 2 55
ASE_00115 0.72 0.61 0.84 62 54541 12 1 11 0 39
ASE_00118 0.55 0.49 0.62 50 60645 33 1 30 2 52
ASE_00119 0.55 0.50 0.61 54 62747 36 1 33 2 54
ASE_00123 0.55 0.51 0.60 43 38431 33 1 28 4 42
ASE_00126 0.70 0.70 0.71 57 40390 30 3 20 7 25
ASE_00128 0.74 0.62 0.87 62 53230 13 1 8 4 38
ASE_00129 0.69 0.63 0.75 70 62742 23 2 21 0 41
ASE_00131 0.48 0.42 0.54 36 39273 36 2 29 5 49
ASE_00134 0.71 0.67 0.74 64 50317 23 3 19 1 31
ASE_00135 0.54 0.49 0.60 53 63102 40 6 29 5 56
ASE_00136 0.83 0.78 0.89 72 48124 16 0 9 7 20
ASE_00137 0.52 0.48 0.56 47 48432 42 0 37 5 51
ASE_00138 0.79 0.73 0.87 59 40402 12 3 6 3 22
ASE_00140 0.46 0.38 0.55 48 70789 40 3 36 1 77
ASE_00142 0.72 0.67 0.78 82 67056 25 3 20 2 40
ASE_00146 0.64 0.54 0.76 67 70788 22 1 20 1 57
ASE_00153 0.38 0.37 0.39 27 57560 76 9 34 33 46
ASE_00163 0.69 0.67 0.71 62 53214 27 7 18 2 31
ASE_00165 0.54 0.49 0.60 49 52893 35 6 27 2 52
ASE_00170 0.83 0.77 0.90 72 48748 10 2 6 2 21
ASE_00171 0.88 0.80 0.96 75 48438 8 0 3 5 19
ASE_00172 0.66 0.58 0.76 61 58916 25 3 16 6 45
ASE_00174 0.53 0.45 0.63 49 60997 32 1 28 3 60
ASE_00175 0.63 0.55 0.73 59 59950 27 2 20 5 48
ASE_00179 0.76 0.69 0.84 58 44184 15 1 10 4 26
ASE_00180 0.77 0.70 0.85 70 51278 15 3 9 3 30
ASE_00181 0.67 0.63 0.71 67 57536 30 0 27 3 39
ASE_00182 0.48 0.40 0.57 55 84158 42 2 40 0 81
ASE_00183 0.70 0.63 0.77 71 61333 23 0 21 2 42
ASE_00184 0.76 0.68 0.85 69 54534 20 0 12 8 33
ASE_00185 0.42 0.38 0.47 48 73434 58 2 52 4 80
ASE_00190 0.46 0.37 0.57 33 45393 28 4 21 3 57
ASE_00197 0.42 0.36 0.50 52 89150 54 1 50 3 93
ASE_00198 0.63 0.58 0.69 59 52564 30 3 24 3 43
ASE_00203 0.56 0.52 0.61 50 46583 36 0 32 4 46
ASE_00212 0.66 0.59 0.74 88 93842 33 1 30 2 60
ASE_00214 0.83 0.79 0.87 81 56187 17 3 9 5 22
ASE_00215 0.18 0.15 0.23 15 48450 55 4 47 4 84
ASE_00216 0.71 0.67 0.74 55 39266 26 2 17 7 27
ASE_00217 0.50 0.46 0.55 41 40395 39 1 33 5 49
ASE_00221 0.65 0.56 0.74 66 64531 24 0 23 1 51
ASE_00228 0.69 0.67 0.72 58 46890 26 4 19 3 28
ASE_00229 0.60 0.57 0.63 50 42406 32 4 26 2 37
ASE_00231 0.44 0.40 0.50 38 47819 42 3 35 4 58
ASE_00232 0.81 0.81 0.81 68 38419 17 6 10 1 16
ASE_00234 0.68 0.60 0.76 78 75363 27 6 19 2 51
ASE_00238 0.50 0.45 0.55 51 64169 42 6 35 1 63
ASE_00241 0.78 0.71 0.86 62 43884 15 1 9 5 25
ASE_00242 0.72 0.66 0.80 74 60982 24 1 18 5 38
ASE_00254 0.48 0.46 0.50 38 36780 39 5 33 1 44
ASE_00257 0.70 0.64 0.78 62 50960 25 1 17 7 35
ASE_00263 0.46 0.41 0.52 49 70405 47 6 40 1 71
ASE_00267 0.75 0.68 0.82 60 45077 21 1 12 8 28
ASE_00270 0.56 0.49 0.64 63 72292 38 2 33 3 65
ASE_00274 0.59 0.51 0.67 53 55532 28 5 21 2 50
ASE_00277 0.79 0.75 0.83 68 48123 16 0 14 2 23
ASE_00279 0.78 0.73 0.82 74 53211 20 2 14 4 27
ASE_00280 0.72 0.66 0.78 65 51920 21 1 17 3 33
ASE_00281 0.80 0.73 0.89 64 44479 15 1 7 7 24
ASE_00282 0.48 0.42 0.56 53 77721 42 3 38 1 74
ASE_00283 0.73 0.67 0.80 72 61686 23 0 18 5 35
ASE_00284 0.65 0.59 0.71 64 58221 29 3 23 3 44
ASE_00285 0.58 0.51 0.67 62 68914 32 3 27 2 60
ASE_00286 0.82 0.74 0.91 68 46590 10 1 6 3 24
ASE_00287 0.62 0.56 0.68 58 54861 28 0 27 1 45
ASE_00292 0.74 0.64 0.84 89 81704 22 2 15 5 49
ASE_00294 0.75 0.63 0.89 108 114359 16 1 13 2 63
ASE_00296 0.64 0.54 0.76 78 91704 26 1 23 2 67
ASE_00297 0.62 0.53 0.72 52 52903 21 1 19 1 46
ASE_00298 0.48 0.43 0.53 49 67435 46 2 42 2 64
ASE_00328 0.76 0.67 0.87 75 72685 23 1 10 12 37
ASE_00332 0.45 0.37 0.55 51 81717 44 3 39 2 87
ASE_00340 0.58 0.54 0.63 46 45983 31 8 19 4 39
ASE_00342 0.82 0.76 0.88 87 62382 12 2 10 0 28
ASE_00353 0.65 0.62 0.69 66 57874 35 2 28 5 41
ASE_00361 0.58 0.49 0.69 62 75376 29 3 25 1 65
ASE_00362 0.74 0.65 0.86 59 48136 10 0 10 0 32
ASE_00363 0.81 0.73 0.90 69 51283 14 1 7 6 25
ASE_00364 0.63 0.56 0.71 59 54202 29 1 23 5 46
ASE_00366 0.62 0.57 0.67 56 58570 31 6 21 4 42
ASE_00367 0.57 0.53 0.61 46 42995 36 1 29 6 40
ASE_00369 0.82 0.74 0.92 79 55859 7 1 6 0 28
ASE_00370 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00372 0.67 0.59 0.77 59 51926 19 1 17 1 41
ASE_00374 0.81 0.73 0.90 64 44779 8 1 6 1 24
ASE_00376 0.66 0.61 0.71 64 56863 28 1 25 2 41
ASE_00377 0.61 0.55 0.69 59 57544 29 3 24 2 48
ASE_00379 0.54 0.48 0.61 43 45986 38 0 27 11 46
ASE_00382 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00383 0.79 0.72 0.85 76 54526 14 4 9 1 29
ASE_00384 0.70 0.65 0.75 60 48436 26 4 16 6 32
ASE_00386 0.65 0.60 0.70 58 50320 27 5 20 2 38
ASE_00387 0.67 0.63 0.70 66 55851 29 0 28 1 38
ASE_00388 0.51 0.47 0.56 42 45678 40 2 31 7 47
ASE_00390 0.85 0.80 0.89 68 42119 17 0 8 9 17
ASE_00393 0.70 0.63 0.77 59 47818 20 1 17 2 34
ASE_00394 0.80 0.72 0.88 67 46895 13 4 5 4 26
ASE_00395 0.73 0.69 0.77 58 41541 21 0 17 4 26
ASE_00396 0.72 0.66 0.79 55 41546 19 2 13 4 28
ASE_00397 0.74 0.69 0.79 72 54524 23 1 18 4 33
ASE_00398 0.68 0.62 0.76 64 55861 29 1 19 9 40
ASE_00400 0.74 0.69 0.80 73 57879 19 1 17 1 33
ASE_00401 0.52 0.44 0.63 55 76940 40 0 33 7 71
ASE_00402 0.76 0.69 0.84 59 42416 15 1 10 4 26
ASE_00403 0.66 0.58 0.76 62 55863 25 3 17 5 45
ASE_00404 0.78 0.73 0.83 62 42996 17 1 12 4 23
ASE_00406 0.82 0.73 0.91 69 48752 15 0 7 8 25
ASE_00411 0.57 0.53 0.62 47 49379 30 10 19 1 42
ASE_00412 0.56 0.50 0.62 53 58226 34 3 29 2 52
ASE_00413 0.60 0.57 0.64 46 44479 27 2 24 1 35
ASE_00415 0.60 0.57 0.63 59 54853 40 2 32 6 44
ASE_00416 0.69 0.59 0.80 75 77327 28 1 18 9 52
ASE_00419 0.75 0.68 0.83 70 54862 16 3 11 2 33
ASE_00422 0.65 0.63 0.67 59 46883 30 4 25 1 35
ASE_00423 0.84 0.77 0.92 84 56862 10 1 6 3 25
ASE_00428 0.57 0.54 0.60 68 76522 47 4 42 1 57
ASE_00430 0.79 0.76 0.82 74 46881 16 2 14 0 23
ASE_00437 0.67 0.60 0.75 81 79293 27 1 26 0 54
ASE_00441 0.66 0.57 0.77 64 64178 19 2 17 0 48
ASE_00448 0.63 0.59 0.67 66 64163 39 2 30 7 46
ASE_00451 0.68 0.60 0.77 75 70779 24 1 21 2 50
PDB_00571 0.85 0.76 0.95 19 3301 1 1 0 0 6
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 2 0 0 2 6
PDB_01020 0.86 0.74 1.00 17 2261 3 0 0 3 6
PDB_01073 0.86 0.74 1.00 25 4346 1 0 0 1 9
RFA_00599 0.71 0.71 0.71 79 101363 50 13 20 17 32
RFA_00601 0.58 0.54 0.61 62 99134 50 10 29 11 52
TMR_00017 0.59 0.56 0.62 57 67069 39 8 27 4 45
TMR_00018 0.59 0.54 0.65 50 64543 31 7 20 4 42
TMR_00038 0.73 0.66 0.79 73 71161 24 1 18 5 37
TMR_00042 0.61 0.57 0.65 56 62749 34 7 23 4 42
TMR_00046 0.65 0.63 0.67 60 62746 35 9 20 6 36
TMR_00048 0.59 0.55 0.63 52 64898 38 6 24 8 43
TMR_00080 0.51 0.46 0.56 44 70422 34 10 24 0 52
TMR_00082 0.65 0.59 0.71 57 67816 30 7 16 7 39
TMR_00123 0.64 0.59 0.68 60 66342 34 4 24 6 41
TMR_00137 0.33 0.28 0.38 25 61009 44 9 32 3 64
TMR_00142 0.62 0.64 0.61 65 70769 49 12 30 7 37
TMR_00207 0.40 0.35 0.45 36 72310 49 6 38 5 67
TMR_00257 0.68 0.61 0.76 60 67082 27 4 15 8 38
TMR_00271 0.64 0.56 0.74 51 64192 20 6 12 2 40
TMR_00366 0.64 0.60 0.67 60 67807 40 12 17 11 40
TMR_00378 0.67 0.63 0.71 61 67810 38 5 20 13 36
TMR_00399 0.48 0.45 0.52 42 64899 46 9 30 7 52
TMR_00404 0.59 0.59 0.60 54 67438 49 12 24 13 38
TMR_00427 0.53 0.41 0.69 40 67470 22 7 11 4 57
TMR_00443 0.67 0.59 0.77 61 67082 22 4 14 4 43
TMR_00451 0.52 0.45 0.60 40 63479 31 7 20 4 49
TMR_00458 0.70 0.63 0.77 59 63469 21 4 14 3 34
TMR_00469 0.75 0.73 0.78 73 64526 30 7 14 9 27
TMR_00472 0.76 0.73 0.80 71 64531 23 7 11 5 26
TMR_00519 0.60 0.57 0.64 54 63106 34 12 18 4 41
TMR_00520 0.67 0.62 0.73 61 63106 31 4 19 8 38
TMR_00522 0.53 0.47 0.60 46 63113 36 9 22 5 51
TMR_00528 0.51 0.45 0.58 44 63114 37 10 22 5 53
TMR_00568 0.62 0.59 0.65 58 60637 40 8 23 9 41
TMR_00571 0.69 0.65 0.73 64 60638 34 10 14 10 35
TMR_00580 0.62 0.61 0.63 61 60629 46 10 26 10 39
TMR_00584 0.65 0.61 0.69 59 60989 36 6 21 9 38
TMR_00586 0.60 0.59 0.61 57 60982 43 11 25 7 40
TMR_00616 0.65 0.63 0.68 62 67070 35 7 22 6 37
TMR_00699 0.69 0.60 0.80 61 67085 16 2 13 1 41
TMR_00702 0.63 0.54 0.73 54 67087 26 7 13 6 46

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Performance of ProbKnot - scored lower in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 11356
Total TN 11493710
Total FP 8474
Total FP CONTRA 1113
Total FP INCONS 6090
Total FP COMP 1271
Total FN 8729
Total Scores
MCC 0.587
Average MCC ± 95% Confidence Intervals 0.591 ± 0.022
Sensitivity 0.565
Positive Predictive Value 0.612
Nr of predictions 196

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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_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_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_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_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_00254 0.37 0.33 0.42 27 36792 44 3 34 7 55
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_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_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
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_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_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

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