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 Contrafold - scored lower in this pairwise comparison

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


Overview

Metric PPfold(20) Contrafold
MCC 0.736 > 0.586
Average MCC ± 95% Confidence Intervals 0.737 ± 0.013 > 0.602 ± 0.021
Sensitivity 0.641 > 0.561
Positive Predictive Value 0.846 > 0.612
Total TP 15214 > 13314
Total TN 19953517 > 19949749
Total FP 3800 < 9777
Total FP CONTRA 649 < 1235
Total FP INCONS 2111 < 7193
Total FP COMP 1040 < 1349
Total FN 8526 < 10426
P-value 3.56938820447e-08

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Performance plots


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

  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 Contrafold).

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

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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 Contrafold - scored lower in this pairwise comparison

1. Total counts & total scores for Contrafold

Total Base Pair Counts
Total TP 13314
Total TN 19949749
Total FP 9777
Total FP CONTRA 1235
Total FP INCONS 7193
Total FP COMP 1349
Total FN 10426
Total Scores
MCC 0.586
Average MCC ± 95% Confidence Intervals 0.602 ± 0.021
Sensitivity 0.561
Positive Predictive Value 0.612
Nr of predictions 208

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.68 0.72 66 47803 28 5 21 2 31
ASE_00005 0.62 0.56 0.69 65 57876 30 0 29 1 52
ASE_00006 0.52 0.52 0.53 48 47495 47 7 36 4 45
ASE_00007 0.53 0.49 0.57 54 59591 45 1 39 5 56
ASE_00012 0.54 0.50 0.58 61 73815 53 2 42 9 62
ASE_00018 0.62 0.59 0.66 79 80481 42 2 39 1 55
ASE_00020 0.68 0.62 0.74 78 73815 31 1 26 4 48
ASE_00021 0.65 0.61 0.69 97 104056 50 3 40 7 63
ASE_00022 0.33 0.31 0.35 39 82918 77 2 69 6 85
ASE_00028 0.69 0.66 0.72 83 84551 44 4 28 12 43
ASE_00035 0.40 0.36 0.43 43 70401 62 4 52 6 75
ASE_00037 0.60 0.53 0.69 58 59256 28 1 25 2 52
ASE_00040 0.14 0.14 0.15 19 78875 114 8 101 5 114
ASE_00041 0.67 0.61 0.73 66 57539 29 2 23 4 42
ASE_00042 0.57 0.54 0.60 79 89969 57 2 50 5 66
ASE_00044 0.68 0.67 0.69 70 54513 37 5 27 5 35
ASE_00064 0.60 0.56 0.65 50 45374 37 2 25 10 39
ASE_00068 0.69 0.61 0.79 52 37609 14 1 13 0 33
ASE_00074 0.49 0.49 0.50 58 67781 59 7 50 2 61
ASE_00075 0.74 0.69 0.80 111 108673 34 3 24 7 51
ASE_00077 0.73 0.67 0.78 58 45076 22 3 13 6 28
ASE_00078 0.73 0.66 0.81 55 43003 20 0 13 7 28
ASE_00080 0.59 0.57 0.61 70 71517 49 6 38 5 53
ASE_00081 0.61 0.58 0.64 56 49682 34 5 27 2 41
ASE_00082 0.79 0.72 0.87 83 70405 24 1 11 12 33
ASE_00083 0.76 0.71 0.81 78 62385 25 0 18 7 32
ASE_00084 0.74 0.73 0.76 72 53533 30 2 21 7 27
ASE_00090 0.67 0.67 0.66 68 55508 43 4 31 8 33
ASE_00092 0.82 0.80 0.85 90 63440 23 6 10 7 23
ASE_00099 0.53 0.51 0.55 61 64510 51 5 44 2 59
ASE_00104 0.71 0.69 0.73 82 64148 33 4 27 2 37
ASE_00105 0.53 0.50 0.57 55 64165 49 7 34 8 56
ASE_00107 0.69 0.68 0.70 86 73030 38 4 33 1 41
ASE_00115 0.69 0.69 0.69 70 54513 40 6 26 8 31
ASE_00118 0.64 0.62 0.66 63 60631 35 4 28 3 39
ASE_00119 0.73 0.72 0.74 78 62729 31 3 25 3 30
ASE_00123 0.57 0.54 0.61 46 38427 34 4 26 4 39
ASE_00125 0.76 0.70 0.82 62 39264 22 3 11 8 26
ASE_00126 0.61 0.59 0.64 48 40395 34 2 25 7 34
ASE_00128 0.79 0.72 0.88 72 53219 16 1 9 6 28
ASE_00129 0.70 0.66 0.74 73 62737 30 1 24 5 38
ASE_00131 0.71 0.65 0.79 55 39270 25 1 14 10 30
ASE_00134 0.43 0.41 0.46 39 50318 50 3 43 4 56
ASE_00135 0.63 0.57 0.69 62 63100 35 1 27 7 47
ASE_00136 0.60 0.54 0.66 50 48129 37 1 25 11 42
ASE_00137 0.79 0.76 0.82 74 48426 20 4 12 4 24
ASE_00138 0.59 0.56 0.63 45 40399 27 7 19 1 36
ASE_00140 0.76 0.70 0.83 88 70770 19 3 15 1 37
ASE_00142 0.60 0.59 0.62 72 67045 50 5 39 6 50
ASE_00146 0.50 0.48 0.53 60 70762 55 7 47 1 64
ASE_00153 0.41 0.42 0.40 31 57553 80 7 39 34 42
ASE_00163 0.34 0.32 0.37 30 53219 62 4 48 10 63
ASE_00165 0.71 0.66 0.77 67 52888 21 4 16 1 34
ASE_00170 0.65 0.61 0.70 57 48746 26 4 21 1 36
ASE_00171 0.74 0.71 0.77 67 48429 24 5 15 4 27
ASE_00172 0.83 0.77 0.88 82 58903 15 2 9 4 24
ASE_00174 0.62 0.58 0.66 63 60979 34 7 26 1 46
ASE_00175 0.35 0.34 0.36 36 59932 73 3 60 10 71
ASE_00179 0.75 0.69 0.81 58 44181 21 3 11 7 26
ASE_00180 0.77 0.71 0.85 71 51276 18 4 9 5 29
ASE_00181 0.44 0.42 0.46 45 57532 55 5 48 2 61
ASE_00182 0.66 0.63 0.70 86 84132 38 2 35 1 50
ASE_00183 0.71 0.70 0.72 79 61315 40 2 29 9 34
ASE_00184 0.76 0.77 0.75 79 54509 30 5 22 3 23
ASE_00185 0.74 0.69 0.80 88 73426 28 2 20 6 40
ASE_00186 0.75 0.72 0.79 95 78882 35 3 23 9 37
ASE_00190 0.53 0.46 0.61 41 45384 33 3 23 7 49
ASE_00197 0.62 0.59 0.66 85 89125 49 3 40 6 60
ASE_00198 0.71 0.69 0.73 70 52554 30 4 22 4 32
ASE_00203 0.78 0.74 0.82 71 46578 22 4 12 6 25
ASE_00212 0.68 0.64 0.71 95 93828 46 3 35 8 53
ASE_00214 0.80 0.78 0.82 80 56183 27 3 14 10 23
ASE_00215 0.54 0.51 0.57 50 48429 39 4 33 2 49
ASE_00216 0.58 0.59 0.58 48 39257 36 9 26 1 34
ASE_00217 0.42 0.39 0.46 35 40394 47 2 39 6 55
ASE_00221 0.66 0.60 0.72 70 64523 31 1 26 4 47
ASE_00228 0.79 0.78 0.80 67 46887 20 8 9 3 19
ASE_00229 0.67 0.64 0.71 56 42407 28 4 19 5 31
ASE_00231 0.77 0.75 0.79 72 47804 20 3 16 1 24
ASE_00232 0.64 0.64 0.64 54 38418 33 10 21 2 30
ASE_00234 0.55 0.50 0.60 64 75360 47 3 39 5 65
ASE_00238 0.68 0.62 0.75 71 64166 26 1 23 2 43
ASE_00241 0.79 0.74 0.85 64 43881 17 2 9 6 23
ASE_00242 0.76 0.72 0.79 81 60973 24 6 15 3 31
ASE_00248 0.62 0.58 0.67 66 62383 36 1 31 4 48
ASE_00254 0.77 0.73 0.81 60 36782 20 5 9 6 22
ASE_00255 0.64 0.62 0.67 80 74571 46 4 36 6 50
ASE_00257 0.77 0.74 0.81 72 50951 21 2 15 4 25
ASE_00263 0.56 0.56 0.57 67 70383 50 4 46 0 53
ASE_00267 0.49 0.47 0.52 41 45071 44 3 35 6 47
ASE_00270 0.72 0.70 0.75 89 72271 33 3 27 3 39
ASE_00274 0.48 0.47 0.51 48 55516 49 6 41 2 55
ASE_00279 0.52 0.51 0.53 52 53202 48 8 39 1 49
ASE_00280 0.61 0.58 0.64 57 51914 35 4 28 3 41
ASE_00281 0.70 0.65 0.75 57 44475 26 1 18 7 31
ASE_00282 0.49 0.47 0.51 60 77698 59 9 48 2 67
ASE_00283 0.64 0.63 0.66 67 61674 41 4 31 6 40
ASE_00284 0.65 0.63 0.67 68 58209 40 6 28 6 40
ASE_00285 0.83 0.79 0.87 96 68896 23 3 11 9 26
ASE_00286 0.73 0.70 0.77 64 46582 24 1 18 5 28
ASE_00287 0.68 0.65 0.72 67 54853 32 3 23 6 36
ASE_00292 0.59 0.53 0.66 73 81699 43 2 36 5 65
ASE_00294 0.73 0.68 0.78 116 114333 36 3 29 4 55
ASE_00296 0.55 0.54 0.57 78 91670 61 5 53 3 67
ASE_00297 0.68 0.67 0.68 66 52878 37 5 26 6 32
ASE_00298 0.28 0.27 0.29 31 67422 79 7 68 4 82
ASE_00318 0.63 0.60 0.66 71 80093 40 12 24 4 47
ASE_00328 0.63 0.59 0.67 66 72673 41 5 27 9 46
ASE_00332 0.56 0.55 0.58 76 81678 60 2 54 4 62
ASE_00335 0.62 0.57 0.68 66 75369 44 2 29 13 50
ASE_00340 0.47 0.45 0.49 38 45978 44 4 36 4 47
ASE_00342 0.67 0.64 0.70 74 62376 33 4 27 2 41
ASE_00353 0.77 0.75 0.78 80 57868 29 1 21 7 27
ASE_00361 0.64 0.61 0.67 77 75351 42 8 30 4 50
ASE_00362 0.60 0.59 0.60 54 48115 38 2 34 2 37
ASE_00363 0.78 0.77 0.80 72 51270 25 1 17 7 22
ASE_00364 0.74 0.71 0.77 75 54187 33 3 20 10 30
ASE_00366 0.37 0.38 0.36 37 58550 68 7 59 2 61
ASE_00367 0.50 0.50 0.50 43 42985 49 8 35 6 43
ASE_00369 0.75 0.72 0.78 77 55846 28 1 21 6 30
ASE_00372 0.70 0.68 0.72 68 51908 33 4 23 6 32
ASE_00374 0.74 0.73 0.74 64 44764 23 5 17 1 24
ASE_00376 0.61 0.60 0.63 63 56853 41 4 33 4 42
ASE_00377 0.77 0.76 0.78 81 57526 29 4 19 6 26
ASE_00382 0.58 0.56 0.59 47 41826 36 6 26 4 37
ASE_00383 0.74 0.72 0.75 76 54514 32 3 22 7 29
ASE_00384 0.78 0.76 0.80 70 48428 22 2 16 4 22
ASE_00386 0.67 0.66 0.68 63 50310 36 1 29 6 33
ASE_00387 0.69 0.65 0.73 68 55852 27 1 24 2 36
ASE_00388 0.72 0.67 0.78 60 45676 22 1 16 5 29
ASE_00390 0.65 0.64 0.67 54 42114 37 3 24 10 31
ASE_00393 0.72 0.68 0.77 63 47813 26 2 17 7 30
ASE_00394 0.80 0.80 0.81 74 46880 20 4 13 3 19
ASE_00395 0.68 0.68 0.69 57 41533 29 5 21 3 27
ASE_00396 0.56 0.54 0.58 45 41538 34 2 31 1 38
ASE_00397 0.64 0.64 0.65 67 54512 41 6 30 5 38
ASE_00398 0.68 0.63 0.74 65 55857 30 1 22 7 39
ASE_00400 0.66 0.63 0.70 67 57874 31 1 28 2 39
ASE_00401 0.63 0.63 0.64 79 76904 46 7 38 1 47
ASE_00402 0.78 0.74 0.83 63 42410 18 1 12 5 22
ASE_00403 0.39 0.36 0.41 39 55850 61 3 53 5 68
ASE_00404 0.54 0.53 0.55 45 42989 38 2 35 1 40
ASE_00406 0.72 0.71 0.74 67 48737 29 6 18 5 27
ASE_00411 0.56 0.53 0.59 47 49376 34 7 25 2 42
ASE_00412 0.63 0.59 0.67 62 58218 40 4 27 9 43
ASE_00413 0.49 0.48 0.50 39 44473 43 10 29 4 42
ASE_00416 0.61 0.58 0.63 74 77304 51 5 38 8 53
ASE_00419 0.77 0.77 0.78 79 54845 24 9 13 2 24
ASE_00422 0.68 0.67 0.68 63 46879 34 5 24 5 31
ASE_00423 0.67 0.66 0.68 72 56847 36 7 27 2 37
ASE_00428 0.67 0.62 0.73 78 76529 38 2 27 9 47
ASE_00430 0.69 0.68 0.70 66 46877 35 5 23 7 31
ASE_00437 0.46 0.41 0.52 55 79296 53 1 49 3 80
ASE_00441 0.82 0.76 0.89 85 64166 20 2 8 10 27
ASE_00448 0.40 0.38 0.42 42 64162 65 8 49 8 70
ASE_00451 0.74 0.69 0.79 86 70767 24 2 21 1 39
CRW_00256 0.47 0.44 0.50 206 1192327 232 26 181 25 262
CRW_00326 0.50 0.49 0.51 246 1627630 284 52 182 50 256
CRW_00358 0.39 0.40 0.38 202 1674827 390 57 279 54 305
CRW_00590 0.36 0.35 0.38 157 1119345 281 41 213 27 295
CRW_00997 0.62 0.60 0.64 280 1135838 187 19 141 27 184
PDB_00571 0.87 0.80 0.95 20 3300 1 1 0 0 5
PDB_00828 0.88 0.78 1.00 21 2464 1 0 0 1 6
PDB_00829 0.84 0.75 0.95 18 2259 1 0 1 0 6
PDB_01020 0.81 0.74 0.89 17 2259 3 1 1 1 6
PDB_01073 0.86 0.74 1.00 25 4346 1 0 0 1 9
PDB_01120 0.49 0.44 0.55 232 1204703 216 20 173 23 295
RFA_00599 0.71 0.73 0.70 81 101359 59 10 25 24 30
RFA_00601 0.33 0.36 0.30 41 99097 108 37 60 11 73
TMR_00017 0.49 0.44 0.54 45 67078 42 5 33 4 57
TMR_00018 0.38 0.37 0.40 34 64535 55 13 38 4 58
TMR_00038 0.26 0.25 0.26 28 71146 85 15 64 6 82
TMR_00042 0.29 0.30 0.29 29 62736 74 13 57 4 69
TMR_00046 0.60 0.58 0.62 56 62745 44 6 28 10 40
TMR_00048 0.40 0.41 0.40 39 64882 69 13 46 10 56
TMR_00080 0.43 0.42 0.44 40 70410 50 15 35 0 56
TMR_00082 0.29 0.28 0.30 27 67807 64 9 53 2 69
TMR_00123 0.53 0.51 0.55 52 66335 52 4 39 9 49
TMR_00137 0.37 0.34 0.41 30 61001 53 6 38 9 59
TMR_00142 0.57 0.58 0.56 59 70771 61 13 33 15 43
TMR_00207 0.43 0.40 0.48 41 72304 50 5 40 5 62
TMR_00257 0.25 0.22 0.27 22 67080 65 2 57 6 76
TMR_00271 0.64 0.62 0.67 56 64177 40 6 22 12 35
TMR_00332 0.45 0.40 0.50 40 67081 45 2 38 5 59
TMR_00366 0.52 0.50 0.53 50 67802 55 12 32 11 50
TMR_00378 0.24 0.25 0.24 24 67797 86 17 58 11 73
TMR_00399 0.44 0.43 0.47 40 64894 52 16 30 6 54
TMR_00404 0.56 0.58 0.55 53 67431 62 11 33 18 39
TMR_00427 0.45 0.42 0.48 41 67443 49 10 34 5 56
TMR_00443 0.57 0.51 0.65 53 67079 36 6 23 7 51
TMR_00451 0.19 0.19 0.18 17 63453 80 18 58 4 72
TMR_00458 0.32 0.30 0.35 28 63465 60 11 42 7 65
TMR_00469 0.53 0.53 0.53 53 64520 51 13 34 4 47
TMR_00472 0.64 0.64 0.64 62 64523 43 12 23 8 35
TMR_00519 0.33 0.32 0.35 30 63105 69 8 47 14 65
TMR_00520 0.44 0.41 0.48 41 63104 56 9 36 11 58
TMR_00522 0.36 0.35 0.38 34 63100 65 12 44 9 63
TMR_00528 0.36 0.36 0.35 35 63091 75 20 44 11 62
TMR_00540 0.35 0.35 0.36 36 73436 76 10 54 12 68
TMR_00568 0.51 0.51 0.53 50 60631 51 6 39 6 49
TMR_00571 0.65 0.64 0.66 63 60631 44 7 25 12 36
TMR_00580 0.41 0.41 0.41 41 60625 63 15 45 3 59
TMR_00584 0.63 0.61 0.65 59 60984 45 3 29 13 38
TMR_00586 0.41 0.41 0.41 40 60977 63 11 47 5 57
TMR_00616 0.42 0.41 0.42 41 67063 65 12 45 8 58
TMR_00699 0.67 0.62 0.72 63 67074 29 4 20 5 39
TMR_00702 0.36 0.32 0.40 32 67081 57 5 43 9 68
TMR_00703 0.59 0.56 0.62 55 67439 43 6 28 9 44

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