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 RNASLOpt - scored lower in this pairwise comparison

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


Overview

Metric PPfold(20) RNASLOpt
MCC 0.738 > 0.457
Average MCC ± 95% Confidence Intervals 0.739 ± 0.014 > 0.463 ± 0.021
Sensitivity 0.640 > 0.421
Positive Predictive Value 0.851 > 0.497
Total TP 11908 > 7842
Total TN 10530437 > 10528639
Total FP 2868 < 8519
Total FP CONTRA 538 < 907
Total FP INCONS 1543 < 7038
Total FP COMP 787 > 574
Total FN 6697 < 10763
P-value 3.56938820447e-08

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Performance plots


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

  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 RNASLOpt).

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

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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 11908
Total TN 10530437
Total FP 2868
Total FP CONTRA 538
Total FP INCONS 1543
Total FP COMP 787
Total FN 6697
Total Scores
MCC 0.738
Average MCC ± 95% Confidence Intervals 0.739 ± 0.014
Sensitivity 0.640
Positive Predictive Value 0.851
Nr of predictions 186

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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_00020 0.66 0.52 0.84 66 73841 19 6 7 6 60
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_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_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_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_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_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_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_00328 0.81 0.75 0.88 84 72675 19 1 11 7 28
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
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
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 RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 7842
Total TN 10528639
Total FP 8519
Total FP CONTRA 907
Total FP INCONS 7038
Total FP COMP 574
Total FN 10763
Total Scores
MCC 0.457
Average MCC ± 95% Confidence Intervals 0.463 ± 0.021
Sensitivity 0.421
Positive Predictive Value 0.497
Nr of predictions 186

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.48 0.45 0.50 44 47807 44 2 42 0 53
ASE_00005 0.62 0.55 0.70 64 57879 32 0 27 5 53
ASE_00006 0.49 0.44 0.55 41 47511 35 8 26 1 52
ASE_00007 0.40 0.36 0.44 40 59594 52 1 50 1 70
ASE_00012 0.48 0.44 0.52 54 73817 52 8 41 3 69
ASE_00020 0.58 0.52 0.65 65 73820 35 3 32 0 61
ASE_00035 0.32 0.29 0.36 34 70406 64 4 56 4 84
ASE_00037 0.28 0.24 0.33 26 59260 54 3 51 0 84
ASE_00040 0.41 0.37 0.46 49 78896 63 5 53 5 84
ASE_00041 0.53 0.45 0.62 49 57551 32 2 28 2 59
ASE_00044 0.67 0.66 0.69 69 54515 35 4 27 4 36
ASE_00064 0.49 0.46 0.52 41 45372 43 4 34 5 48
ASE_00068 0.63 0.55 0.72 47 37610 23 0 18 5 38
ASE_00074 0.56 0.51 0.61 61 67796 40 2 37 1 58
ASE_00077 0.26 0.23 0.29 20 45081 54 7 42 5 66
ASE_00078 0.40 0.35 0.46 29 43008 41 1 33 7 54
ASE_00080 0.32 0.29 0.36 36 71530 65 6 59 0 87
ASE_00081 0.47 0.40 0.55 39 49699 32 4 28 0 58
ASE_00082 0.44 0.39 0.51 45 70412 52 1 42 9 71
ASE_00083 0.52 0.47 0.58 52 62392 43 5 32 6 58
ASE_00084 0.67 0.60 0.75 59 53549 24 2 18 4 40
ASE_00090 0.46 0.45 0.47 45 55515 52 8 43 1 56
ASE_00092 0.50 0.45 0.55 51 63453 42 5 37 0 62
ASE_00099 0.51 0.47 0.57 56 64521 44 2 41 1 64
ASE_00104 0.70 0.65 0.76 77 64160 24 5 19 0 42
ASE_00105 0.34 0.31 0.39 34 64174 56 6 47 3 77
ASE_00107 0.40 0.35 0.45 45 73052 56 1 55 0 82
ASE_00115 0.59 0.57 0.61 58 54520 42 6 31 5 43
ASE_00118 0.33 0.31 0.35 32 60635 60 5 54 1 70
ASE_00119 0.67 0.61 0.73 66 62744 27 1 24 2 42
ASE_00123 0.46 0.41 0.52 35 38436 36 0 32 4 50
ASE_00125 0.57 0.52 0.62 46 39266 29 4 24 1 42
ASE_00126 0.64 0.61 0.68 50 40396 24 5 19 0 32
ASE_00128 0.65 0.60 0.71 60 53217 24 0 24 0 40
ASE_00129 0.48 0.44 0.53 49 62742 44 2 42 0 62
ASE_00131 0.58 0.51 0.66 43 39275 28 0 22 6 42
ASE_00134 0.29 0.27 0.31 26 50318 59 7 52 0 69
ASE_00135 0.32 0.29 0.34 32 63097 66 3 58 5 77
ASE_00136 0.63 0.58 0.69 53 48128 32 0 24 8 39
ASE_00137 0.63 0.60 0.67 59 48428 30 0 29 1 39
ASE_00138 0.44 0.40 0.50 32 40406 33 2 30 1 49
ASE_00140 0.52 0.47 0.58 59 70774 43 7 36 0 66
ASE_00142 0.47 0.45 0.50 55 67051 56 4 51 1 67
ASE_00146 0.51 0.45 0.58 56 70779 43 5 36 2 68
ASE_00153 0.49 0.53 0.46 39 57545 68 15 31 22 34
ASE_00163 0.44 0.41 0.48 38 53221 51 0 42 9 55
ASE_00165 0.51 0.48 0.56 48 52889 39 5 33 1 53
ASE_00170 0.60 0.56 0.65 52 48748 29 2 26 1 41
ASE_00171 0.37 0.33 0.41 31 48440 45 3 42 0 63
ASE_00172 0.55 0.51 0.60 54 58906 37 6 30 1 52
ASE_00174 0.41 0.38 0.45 41 60984 51 10 40 1 68
ASE_00175 0.69 0.65 0.73 70 59935 26 6 20 0 37
ASE_00179 0.60 0.56 0.65 47 44181 25 6 19 0 37
ASE_00180 0.44 0.41 0.48 41 51274 45 7 38 0 59
ASE_00181 0.38 0.35 0.41 37 57540 58 1 52 5 69
ASE_00183 0.43 0.39 0.47 44 61332 49 3 46 0 69
ASE_00184 0.39 0.35 0.43 36 54532 54 2 45 7 66
ASE_00185 0.65 0.59 0.71 76 73429 31 0 31 0 52
ASE_00186 0.63 0.58 0.69 76 78893 41 1 33 7 56
ASE_00190 0.52 0.48 0.57 43 45375 39 1 32 6 47
ASE_00198 0.56 0.53 0.60 54 52560 41 4 32 5 48
ASE_00203 0.68 0.61 0.76 59 46587 20 2 17 1 37
ASE_00214 0.64 0.58 0.71 60 56195 33 0 25 8 43
ASE_00215 0.54 0.48 0.59 48 48435 34 3 30 1 51
ASE_00216 0.65 0.61 0.68 50 39267 23 4 19 0 32
ASE_00217 0.28 0.24 0.33 22 40404 47 6 38 3 68
ASE_00221 0.31 0.26 0.36 31 64535 54 1 53 0 86
ASE_00228 0.42 0.40 0.45 34 46895 44 8 34 2 52
ASE_00229 0.67 0.62 0.73 54 42412 22 2 18 2 33
ASE_00231 0.71 0.66 0.76 63 47812 21 1 19 1 33
ASE_00232 0.75 0.71 0.79 60 38427 16 7 9 0 24
ASE_00234 0.43 0.37 0.49 48 75368 52 1 49 2 81
ASE_00238 0.39 0.38 0.41 43 64155 65 4 59 2 71
ASE_00241 0.56 0.48 0.66 42 43892 23 1 21 1 45
ASE_00242 0.48 0.45 0.53 50 60980 46 2 43 1 62
ASE_00248 0.31 0.28 0.34 32 62388 62 1 60 1 82
ASE_00254 0.26 0.24 0.29 20 36787 54 3 46 5 62
ASE_00255 0.51 0.47 0.56 61 74583 47 5 42 0 69
ASE_00257 0.52 0.45 0.59 44 50965 31 3 28 0 53
ASE_00263 0.55 0.51 0.60 61 70399 40 4 36 0 59
ASE_00267 0.24 0.22 0.27 19 45080 57 5 46 6 69
ASE_00270 0.43 0.40 0.46 51 72280 59 7 52 0 77
ASE_00274 0.25 0.22 0.28 23 55528 60 4 56 0 80
ASE_00279 0.18 0.16 0.21 16 53226 60 3 56 1 85
ASE_00280 0.51 0.45 0.58 44 51927 32 5 27 0 54
ASE_00281 0.52 0.45 0.59 40 44483 33 0 28 5 48
ASE_00282 0.43 0.39 0.48 49 77712 54 7 47 0 78
ASE_00283 0.36 0.33 0.40 35 61689 53 8 44 1 72
ASE_00284 0.51 0.46 0.57 50 58223 38 4 34 0 58
ASE_00285 0.62 0.54 0.71 66 68913 33 0 27 6 56
ASE_00286 0.28 0.24 0.33 22 46599 48 1 43 4 70
ASE_00287 0.28 0.23 0.33 24 54873 49 3 46 0 79
ASE_00297 0.56 0.52 0.61 51 52891 34 5 28 1 47
ASE_00298 0.39 0.35 0.42 40 67433 56 5 50 1 73
ASE_00328 0.58 0.54 0.63 60 72676 39 5 30 4 52
ASE_00335 0.55 0.51 0.59 59 75366 48 3 38 7 57
ASE_00340 0.39 0.35 0.44 30 45988 38 7 31 0 55
ASE_00342 0.41 0.36 0.47 41 62394 47 1 45 1 74
ASE_00353 0.45 0.43 0.47 46 57872 52 8 44 0 61
ASE_00361 0.51 0.46 0.56 59 75360 48 2 45 1 68
ASE_00362 0.63 0.62 0.64 56 48118 32 7 24 1 35
ASE_00363 0.53 0.50 0.56 47 51276 38 6 31 1 47
ASE_00364 0.37 0.34 0.39 36 54193 56 3 53 0 69
ASE_00366 0.41 0.40 0.43 39 58563 51 8 43 0 59
ASE_00367 0.46 0.42 0.50 36 42999 41 4 32 5 50
ASE_00369 0.59 0.56 0.63 60 55850 35 3 32 0 47
ASE_00372 0.46 0.44 0.47 44 51910 53 5 44 4 56
ASE_00374 0.28 0.25 0.31 22 44779 51 4 45 2 66
ASE_00376 0.54 0.49 0.59 51 56867 38 4 31 3 54
ASE_00377 0.55 0.50 0.59 54 57539 42 1 36 5 53
ASE_00382 0.52 0.48 0.57 40 41835 34 2 28 4 44
ASE_00383 0.50 0.46 0.56 48 54529 38 1 37 0 57
ASE_00384 0.35 0.30 0.40 28 48446 51 2 40 9 64
ASE_00386 0.51 0.48 0.55 46 50319 43 6 32 5 50
ASE_00387 0.55 0.51 0.60 53 55856 41 2 34 5 51
ASE_00388 0.34 0.30 0.39 27 45683 51 2 41 8 62
ASE_00390 0.16 0.15 0.18 13 42121 61 11 50 0 72
ASE_00393 0.48 0.43 0.54 40 47821 41 3 31 7 53
ASE_00394 0.48 0.45 0.52 42 46890 42 7 32 3 51
ASE_00395 0.53 0.49 0.58 41 41545 37 3 27 7 43
ASE_00396 0.44 0.41 0.47 34 41543 42 2 37 3 49
ASE_00397 0.41 0.39 0.44 41 54522 52 3 49 0 64
ASE_00398 0.29 0.26 0.33 27 55862 61 4 52 5 77
ASE_00400 0.61 0.58 0.66 61 57877 34 2 30 2 45
ASE_00401 0.64 0.59 0.69 74 76921 33 4 29 0 52
ASE_00402 0.36 0.33 0.40 28 42416 44 5 37 2 57
ASE_00403 0.61 0.56 0.67 60 55856 29 3 26 0 47
ASE_00404 0.27 0.25 0.29 21 42999 57 3 48 6 64
ASE_00406 0.50 0.47 0.54 44 48747 45 2 35 8 50
ASE_00411 0.30 0.28 0.32 25 49377 56 10 43 3 64
ASE_00412 0.36 0.33 0.38 35 58220 56 10 46 0 70
ASE_00413 0.51 0.48 0.55 39 44480 36 2 30 4 42
ASE_00416 0.49 0.45 0.54 57 77315 53 4 45 4 70
ASE_00419 0.60 0.58 0.63 60 54850 37 6 30 1 43
ASE_00422 0.79 0.72 0.86 68 46892 16 0 11 5 26
ASE_00423 0.52 0.50 0.54 55 56851 47 7 40 0 54
ASE_00428 0.51 0.47 0.55 59 76529 51 3 45 3 66
ASE_00430 0.78 0.70 0.87 68 46893 15 0 10 5 29
ASE_00437 0.40 0.36 0.45 48 79294 60 3 56 1 87
ASE_00441 0.55 0.49 0.62 55 64172 34 3 31 0 57
ASE_00448 0.41 0.38 0.46 42 64169 55 10 40 5 70
ASE_00451 0.44 0.40 0.48 50 70772 55 3 51 1 75
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 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 0.56 0.47 0.67 16 4347 9 0 8 1 18
TMR_00017 0.29 0.27 0.32 28 67073 64 7 53 4 74
TMR_00018 0.36 0.36 0.36 33 64528 61 12 47 2 59
TMR_00038 0.30 0.28 0.32 31 71155 71 3 64 4 79
TMR_00042 0.30 0.30 0.31 29 62742 66 10 54 2 69
TMR_00046 0.40 0.40 0.41 38 62742 59 10 45 4 58
TMR_00048 0.53 0.53 0.54 50 64887 48 15 28 5 45
TMR_00080 0.26 0.27 0.26 26 70399 75 26 49 0 70
TMR_00082 0.57 0.54 0.59 52 67808 39 12 24 3 44
TMR_00123 0.43 0.39 0.47 39 66347 49 5 39 5 62
TMR_00137 0.18 0.19 0.18 17 60980 79 17 61 1 72
TMR_00142 0.55 0.52 0.58 53 70785 47 8 30 9 49
TMR_00207 0.10 0.10 0.11 10 72296 88 6 78 4 93
TMR_00257 0.26 0.24 0.28 24 67074 68 9 54 5 74
TMR_00271 0.41 0.38 0.43 35 64180 53 15 31 7 56
TMR_00332 0.31 0.28 0.34 28 67079 58 9 45 4 71
TMR_00366 0.44 0.42 0.47 42 67806 52 11 37 4 58
TMR_00378 0.42 0.40 0.44 39 67808 53 12 37 4 58
TMR_00399 0.31 0.30 0.32 28 64892 65 13 47 5 66
TMR_00404 0.35 0.37 0.34 34 67428 74 11 55 8 58
TMR_00427 0.38 0.37 0.40 36 67438 61 8 46 7 61
TMR_00443 0.32 0.28 0.36 29 67080 58 5 47 6 75
TMR_00451 0.25 0.22 0.28 20 63475 55 7 44 4 69
TMR_00458 0.26 0.25 0.28 23 63464 69 8 51 10 70
TMR_00469 0.34 0.33 0.35 33 64525 62 10 52 0 67
TMR_00472 0.23 0.24 0.23 23 64522 77 18 57 2 74
TMR_00519 0.24 0.24 0.24 23 63095 82 13 59 10 72
TMR_00520 0.31 0.29 0.33 29 63102 70 5 54 11 70
TMR_00522 0.25 0.24 0.27 23 63104 74 11 52 11 74
TMR_00528 0.13 0.12 0.14 12 63102 86 8 68 10 85
TMR_00540 0.44 0.42 0.45 44 73438 55 15 39 1 60
TMR_00568 0.33 0.31 0.34 31 60635 66 9 51 6 68
TMR_00571 0.35 0.33 0.38 33 60639 62 8 46 8 66
TMR_00580 0.37 0.34 0.40 34 60642 55 8 42 5 66
TMR_00584 0.46 0.43 0.48 42 60988 52 5 40 7 55
TMR_00586 0.46 0.38 0.55 37 61008 35 1 29 5 60
TMR_00616 0.44 0.43 0.46 43 67067 56 8 43 5 56
TMR_00699 0.52 0.45 0.61 46 67085 34 0 30 4 56
TMR_00702 0.41 0.38 0.44 38 67074 56 7 42 7 62
TMR_00703 0.26 0.24 0.29 24 67444 64 5 55 4 75

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