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 ProbKnot - scored lower in this pairwise comparison

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


Overview

Metric PPfold(20) ProbKnot
MCC 0.736 > 0.563
Average MCC ± 95% Confidence Intervals 0.737 ± 0.013 > 0.583 ± 0.021
Sensitivity 0.641 > 0.543
Positive Predictive Value 0.846 > 0.585
Total TP 15214 > 12895
Total TN 19953517 > 19949462
Total FP 3800 < 10648
Total FP CONTRA 649 < 1443
Total FP INCONS 2111 < 7691
Total FP COMP 1040 < 1514
Total FN 8526 < 10845
P-value 3.56938820447e-08

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Performance plots


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

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

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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 15214
Total TN 19953517
Total FP 3800
Total FP CONTRA 649
Total FP INCONS 2111
Total FP COMP 1040
Total FN 8526
Total Scores
MCC 0.736
Average MCC ± 95% Confidence Intervals 0.737 ± 0.013
Sensitivity 0.641
Positive Predictive Value 0.846
Nr of predictions 208

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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_00021 0.55 0.44 0.69 70 104095 36 5 26 5 90
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_00041 0.83 0.81 0.85 88 57527 18 2 13 3 20
ASE_00042 0.67 0.57 0.80 82 89998 23 2 18 3 63
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_00075 0.57 0.44 0.72 72 108711 35 5 23 7 90
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_00212 0.66 0.53 0.83 78 93867 20 2 14 4 70
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_00296 0.72 0.61 0.86 88 91704 18 4 10 4 57
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
CRW_00256 0.82 0.78 0.87 363 1192324 70 13 40 17 105
CRW_00326 0.64 0.56 0.73 280 1627728 143 17 85 41 222
CRW_00358 0.56 0.49 0.64 246 1674980 178 15 124 39 261
CRW_00590 0.85 0.81 0.90 367 1119348 69 4 37 28 85
CRW_00997 0.83 0.81 0.86 374 1135845 75 15 44 16 90
PDB_00571 0.87 0.80 0.95 20 3300 1 1 0 0 5
PDB_00828 0.84 0.70 1.00 19 2466 2 0 0 2 8
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 0.79 0.71 0.89 24 4344 4 2 1 1 10
PDB_01120 0.78 0.68 0.88 359 1204721 72 7 41 24 168
RFA_00599 0.86 0.80 0.93 89 101379 16 3 4 9 22
RFA_00601 0.77 0.68 0.89 77 99148 20 1 9 10 37
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_00366 0.48 0.41 0.57 41 67824 35 9 22 4 59
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 ProbKnot - scored lower in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 12895
Total TN 19949462
Total FP 10648
Total FP CONTRA 1443
Total FP INCONS 7691
Total FP COMP 1514
Total FN 10845
Total Scores
MCC 0.563
Average MCC ± 95% Confidence Intervals 0.583 ± 0.021
Sensitivity 0.543
Positive Predictive Value 0.585
Nr of predictions 208

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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_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_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_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_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_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_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
CRW_00256 0.40 0.40 0.41 185 1192284 296 39 232 25 283
CRW_00326 0.40 0.41 0.40 207 1627588 371 65 250 56 295
CRW_00358 0.40 0.40 0.39 202 1674852 365 59 252 54 305
CRW_00590 0.41 0.39 0.43 176 1119350 259 29 201 29 276
CRW_00997 0.44 0.42 0.46 197 1135851 249 39 191 19 267
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
PDB_01120 0.43 0.40 0.47 211 1204677 265 29 211 25 316
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_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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Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.