CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNAalifold(20) PknotsRG
MCC 0.744 > 0.482
Average MCC ± 95% Confidence Intervals 0.694 ± 0.013 > 0.501 ± 0.019
Sensitivity 0.655 > 0.474
Positive Predictive Value 0.846 > 0.490
Total TP 28109 > 20336
Total TN 65126999 > 65118710
Total FP 6237 < 22986
Total FP CONTRA 993 < 2798
Total FP INCONS 4121 < 18378
Total FP COMP 1123 < 1810
Total FN 14793 < 22566
P-value 3.56938820447e-08

^top




Performance plots


  1. Comparison of performance of RNAalifold(20) and PknotsRG. 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 RNAalifold(20) and PknotsRG).

  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 RNAalifold(20) and PknotsRG).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for RNAalifold(20) and PknotsRG. 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 RNAalifold(20) and PknotsRG).

^top





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

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

Total Base Pair Counts
Total TP 28109
Total TN 65126999
Total FP 6237
Total FP CONTRA 993
Total FP INCONS 4121
Total FP COMP 1123
Total FN 14793
Total Scores
MCC 0.744
Average MCC ± 95% Confidence Intervals 0.694 ± 0.013
Sensitivity 0.655
Positive Predictive Value 0.846
Nr of predictions 255

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.58 0.45 0.75 44 47836 15 1 14 0 53
ASE_00005 0.64 0.49 0.85 57 57903 10 1 9 0 60
ASE_00006 0.68 0.56 0.83 52 47523 12 0 11 1 41
ASE_00007 0.75 0.63 0.90 69 59608 8 1 7 0 41
ASE_00012 0.55 0.45 0.68 55 73839 30 1 25 4 68
ASE_00018 0.74 0.60 0.91 80 80513 8 3 5 0 54
ASE_00020 0.49 0.35 0.70 44 73857 20 7 12 1 82
ASE_00021 0.54 0.41 0.73 65 104107 28 4 20 4 95
ASE_00022 0.74 0.62 0.89 77 82941 16 0 10 6 47
ASE_00028 0.76 0.62 0.93 78 84582 10 1 5 4 48
ASE_00035 0.67 0.54 0.83 64 70423 19 2 11 6 54
ASE_00037 0.72 0.62 0.83 68 59258 18 0 14 4 42
ASE_00038 0.65 0.51 0.81 52 53564 12 1 11 0 49
ASE_00040 0.69 0.55 0.86 73 78918 13 1 11 1 60
ASE_00041 0.73 0.65 0.82 70 57545 15 0 15 0 38
ASE_00042 0.52 0.39 0.70 57 90018 25 1 24 0 88
ASE_00044 0.74 0.63 0.88 66 54540 9 1 8 0 39
ASE_00064 0.72 0.61 0.84 54 45387 13 0 10 3 35
ASE_00068 0.73 0.55 0.96 47 37626 2 2 0 0 38
ASE_00074 0.72 0.61 0.86 72 67812 14 0 12 2 47
ASE_00075 0.55 0.40 0.76 65 108725 27 3 18 6 97
ASE_00077 0.79 0.65 0.97 56 45092 5 1 1 3 30
ASE_00078 0.77 0.70 0.84 58 43002 11 3 8 0 25
ASE_00080 0.43 0.32 0.59 39 71565 27 3 24 0 84
ASE_00081 0.72 0.56 0.93 54 49712 4 0 4 0 43
ASE_00082 0.49 0.34 0.72 39 70446 21 1 14 6 77
ASE_00083 0.77 0.62 0.96 68 62410 4 2 1 1 42
ASE_00084 0.61 0.51 0.75 50 53561 17 4 13 0 49
ASE_00087 0.64 0.44 0.93 64 88341 5 0 5 0 80
ASE_00090 0.72 0.55 0.93 56 55551 4 0 4 0 45
ASE_00092 0.73 0.58 0.93 65 63476 6 1 4 1 48
ASE_00099 0.76 0.64 0.90 77 64534 11 0 9 2 43
ASE_00104 0.66 0.54 0.81 64 64182 15 2 13 0 55
ASE_00105 0.62 0.49 0.78 54 64192 18 2 13 3 57
ASE_00107 0.72 0.58 0.90 74 73071 8 0 8 0 53
ASE_00115 0.73 0.60 0.88 61 54546 12 1 7 4 40
ASE_00118 0.58 0.44 0.78 45 60668 14 4 9 1 57
ASE_00119 0.57 0.41 0.80 44 62780 11 3 8 0 64
ASE_00123 0.67 0.54 0.84 46 38448 9 2 7 0 39
ASE_00125 0.70 0.55 0.89 48 39286 6 0 6 0 40
ASE_00126 0.81 0.71 0.94 58 40408 4 0 4 0 24
ASE_00128 0.74 0.60 0.91 60 53235 6 0 6 0 40
ASE_00129 0.65 0.49 0.86 54 62772 9 3 6 0 57
ASE_00131 0.62 0.48 0.80 41 39289 10 3 7 0 44
ASE_00134 0.64 0.52 0.80 49 50342 12 3 9 0 46
ASE_00135 0.49 0.38 0.63 41 63125 24 1 23 0 68
ASE_00136 0.80 0.67 0.95 62 48140 3 2 1 0 30
ASE_00137 0.62 0.45 0.85 44 48464 9 2 6 1 54
ASE_00138 0.71 0.62 0.81 50 40408 15 0 12 3 31
ASE_00140 0.69 0.51 0.93 64 70807 5 1 4 0 61
ASE_00142 0.70 0.58 0.84 71 67076 16 0 14 2 51
ASE_00146 0.78 0.67 0.91 83 70785 11 1 7 3 41
ASE_00153 0.41 0.34 0.50 25 57580 28 1 24 3 48
ASE_00163 0.64 0.52 0.79 48 53240 13 4 9 0 45
ASE_00165 0.66 0.48 0.91 48 52922 6 1 4 1 53
ASE_00170 0.62 0.53 0.74 49 48762 18 4 13 1 44
ASE_00171 0.60 0.46 0.80 43 48462 11 4 7 0 51
ASE_00172 0.80 0.67 0.95 71 58921 7 3 1 3 35
ASE_00174 0.56 0.41 0.75 45 61015 15 2 13 0 64
ASE_00175 0.61 0.50 0.74 54 59958 19 3 16 0 53
ASE_00179 0.78 0.68 0.90 57 44190 6 2 4 0 27
ASE_00180 0.66 0.53 0.82 53 51295 12 4 8 0 47
ASE_00181 0.58 0.42 0.80 45 57574 12 3 8 1 61
ASE_00182 0.44 0.29 0.68 39 84198 18 4 14 0 97
ASE_00183 0.55 0.39 0.79 44 61369 12 4 8 0 69
ASE_00184 0.65 0.50 0.84 51 54554 10 3 7 0 51
ASE_00185 0.70 0.51 0.97 65 73469 2 1 1 0 63
ASE_00186 0.62 0.49 0.79 65 78921 19 2 15 2 67
ASE_00190 0.64 0.52 0.78 47 45391 17 0 13 4 43
ASE_00197 0.50 0.37 0.69 53 89176 24 0 24 0 92
ASE_00198 0.68 0.54 0.86 55 52586 9 1 8 0 47
ASE_00203 0.65 0.51 0.83 49 46606 10 2 8 0 47
ASE_00212 0.64 0.49 0.84 73 93874 17 0 14 3 75
ASE_00214 0.69 0.51 0.93 53 56223 5 0 4 1 50
ASE_00215 0.69 0.49 0.96 49 48465 2 2 0 0 50
ASE_00216 0.77 0.61 0.96 50 39288 3 0 2 1 32
ASE_00217 0.78 0.67 0.91 60 40404 7 2 4 1 30
ASE_00221 0.78 0.68 0.89 80 64530 10 1 9 0 37
ASE_00228 0.70 0.62 0.79 53 46904 15 5 9 1 33
ASE_00229 0.74 0.61 0.90 53 42427 8 0 6 2 34
ASE_00231 0.59 0.46 0.76 44 47837 18 0 14 4 52
ASE_00232 0.78 0.65 0.93 55 38444 4 0 4 0 29
ASE_00234 0.50 0.32 0.77 41 75413 12 3 9 0 88
ASE_00238 0.59 0.46 0.78 52 64194 16 0 15 1 62
ASE_00241 0.70 0.60 0.83 52 43893 14 3 8 3 35
ASE_00242 0.73 0.62 0.87 69 60996 11 1 9 1 43
ASE_00248 0.73 0.62 0.87 71 62399 11 3 8 0 43
ASE_00254 0.79 0.68 0.92 56 36795 6 0 5 1 26
ASE_00255 0.49 0.40 0.60 52 74605 35 1 33 1 78
ASE_00257 0.62 0.52 0.75 50 50973 17 3 14 0 47
ASE_00263 0.61 0.44 0.85 53 70438 9 1 8 0 67
ASE_00267 0.82 0.75 0.89 66 45076 9 3 5 1 22
ASE_00270 0.30 0.18 0.50 23 72344 25 1 22 2 105
ASE_00274 0.50 0.36 0.69 37 55557 17 5 12 0 66
ASE_00277 0.48 0.37 0.62 34 48150 21 4 17 0 57
ASE_00279 0.74 0.60 0.91 61 53234 6 0 6 0 40
ASE_00280 0.68 0.55 0.84 54 51939 10 1 9 0 44
ASE_00281 0.87 0.76 0.99 67 44483 1 0 1 0 21
ASE_00282 0.59 0.43 0.82 54 77749 12 3 9 0 73
ASE_00283 0.65 0.51 0.83 55 61710 11 2 9 0 52
ASE_00284 0.70 0.53 0.92 57 58249 5 0 5 0 51
ASE_00285 0.63 0.48 0.84 58 68937 11 2 9 0 64
ASE_00286 0.79 0.66 0.94 61 46600 4 0 4 0 31
ASE_00287 0.63 0.48 0.84 49 54888 9 1 8 0 54
ASE_00292 0.69 0.56 0.85 77 81719 14 3 11 0 61
ASE_00294 0.64 0.47 0.87 81 114388 14 2 10 2 90
ASE_00296 0.62 0.47 0.81 68 91722 16 3 13 0 77
ASE_00297 0.69 0.52 0.93 51 52920 7 0 4 3 47
ASE_00298 0.65 0.51 0.83 58 67458 12 5 7 0 55
ASE_00318 0.74 0.60 0.91 71 80122 17 2 5 10 47
ASE_00328 0.71 0.64 0.77 72 72678 27 5 16 6 40
ASE_00332 0.76 0.63 0.92 87 81715 8 0 8 0 51
ASE_00335 0.70 0.62 0.80 72 75376 24 5 13 6 44
ASE_00340 0.65 0.55 0.76 47 45994 15 7 8 0 38
ASE_00342 0.72 0.61 0.86 70 62400 14 3 8 3 45
ASE_00353 0.65 0.50 0.84 53 57907 10 1 9 0 54
ASE_00361 0.69 0.51 0.93 65 75396 5 1 4 0 62
ASE_00362 0.75 0.63 0.90 57 48142 6 2 4 0 34
ASE_00363 0.72 0.63 0.83 59 51289 12 2 10 0 35
ASE_00364 0.55 0.39 0.77 41 54232 12 1 11 0 64
ASE_00366 0.51 0.37 0.71 36 58602 16 1 14 1 62
ASE_00367 0.78 0.65 0.93 56 43011 4 0 4 0 30
ASE_00369 0.69 0.57 0.84 61 55872 12 3 9 0 46
ASE_00370 0.66 0.51 0.84 43 41854 8 0 8 0 41
ASE_00372 0.74 0.62 0.87 62 51932 9 0 9 0 38
ASE_00374 0.74 0.59 0.93 52 44794 4 0 4 0 36
ASE_00376 0.73 0.58 0.92 61 56887 6 0 5 1 44
ASE_00377 0.73 0.59 0.90 63 57560 7 0 7 0 44
ASE_00379 0.75 0.62 0.90 55 45995 6 2 4 0 34
ASE_00382 0.70 0.60 0.82 50 41844 11 2 9 0 34
ASE_00383 0.77 0.66 0.90 69 54538 11 3 5 3 36
ASE_00384 0.74 0.59 0.93 54 48458 4 0 4 0 38
ASE_00386 0.75 0.64 0.90 61 50335 7 2 5 0 35
ASE_00387 0.74 0.61 0.90 63 55875 7 0 7 0 41
ASE_00388 0.73 0.61 0.87 54 45691 10 1 7 2 35
ASE_00390 0.73 0.60 0.88 51 42137 7 0 7 0 34
ASE_00393 0.67 0.58 0.78 54 47826 16 2 13 1 39
ASE_00394 0.68 0.56 0.83 52 46908 11 3 8 0 41
ASE_00395 0.87 0.79 0.97 66 41548 2 0 2 0 18
ASE_00396 0.74 0.63 0.88 52 41557 7 0 7 0 31
ASE_00397 0.78 0.64 0.96 67 54545 5 3 0 2 38
ASE_00398 0.63 0.48 0.82 50 55884 12 3 8 1 54
ASE_00400 0.78 0.66 0.92 70 57894 11 3 3 5 36
ASE_00401 0.54 0.37 0.81 46 76971 11 3 8 0 80
ASE_00402 0.78 0.66 0.93 56 42426 4 0 4 0 29
ASE_00403 0.69 0.51 0.93 55 55886 4 0 4 0 52
ASE_00404 0.77 0.64 0.93 54 43013 5 1 3 1 31
ASE_00406 0.69 0.56 0.84 53 48765 10 1 9 0 41
ASE_00411 0.64 0.52 0.79 46 49397 12 7 5 0 43
ASE_00412 0.61 0.49 0.76 51 58244 20 0 16 4 54
ASE_00413 0.60 0.52 0.70 42 44491 21 4 14 3 39
ASE_00415 0.55 0.40 0.76 41 54892 14 0 13 1 62
ASE_00416 0.70 0.60 0.83 76 77329 16 2 14 0 51
ASE_00419 0.56 0.40 0.79 41 54894 11 2 9 0 62
ASE_00422 0.69 0.59 0.82 55 46904 13 0 12 1 39
ASE_00423 0.70 0.61 0.80 67 56869 18 3 14 1 42
ASE_00428 0.66 0.54 0.80 68 76551 17 1 16 0 57
ASE_00430 0.69 0.57 0.83 55 46905 12 0 11 1 42
ASE_00437 0.45 0.36 0.58 48 79318 35 2 33 0 87
ASE_00441 0.55 0.38 0.80 43 64207 15 0 11 4 69
ASE_00448 0.77 0.70 0.86 78 64170 13 1 12 0 34
ASE_00451 0.70 0.56 0.86 70 70795 11 3 8 0 55
CRW_00024 0.87 0.84 0.90 385 1085172 61 7 37 17 73
CRW_00034 0.83 0.78 0.87 371 1141890 74 12 43 19 103
CRW_00048 0.83 0.80 0.86 374 1170779 75 11 51 13 96
CRW_00054 0.84 0.82 0.87 372 1107390 68 12 42 14 84
CRW_00059 0.81 0.76 0.86 361 1172324 71 11 50 10 112
CRW_00061 0.85 0.80 0.90 382 1181529 55 14 28 13 94
CRW_00068 0.86 0.83 0.89 381 1108875 61 12 37 12 76
CRW_00096 0.85 0.81 0.90 376 1178461 63 6 37 20 89
CRW_00140 0.84 0.82 0.87 380 1135841 71 13 44 14 83
CRW_00141 0.82 0.78 0.87 371 1201597 71 12 45 14 105
CRW_00150 0.84 0.80 0.88 372 1152500 62 12 37 13 94
CRW_00152 0.79 0.75 0.82 355 1179984 91 17 60 14 116
CRW_00166 0.83 0.79 0.88 368 1190777 71 7 44 20 100
CRW_00173 0.77 0.75 0.80 332 1082242 94 12 70 12 113
CRW_00177 0.80 0.76 0.84 358 1178455 78 13 54 11 115
CRW_00196 0.82 0.79 0.86 373 1207803 68 15 44 9 102
CRW_00230 0.83 0.79 0.88 378 1198495 67 12 41 14 100
CRW_00245 0.86 0.83 0.89 378 1105903 56 14 33 9 75
CRW_00248 0.79 0.75 0.83 364 1218705 87 17 55 15 120
CRW_00250 0.83 0.78 0.88 373 1198502 61 12 39 10 105
CRW_00256 0.82 0.78 0.87 363 1192322 68 14 41 13 105
CRW_00270 0.85 0.83 0.88 376 1111859 66 12 39 15 79
CRW_00271 0.82 0.79 0.87 363 1122332 69 11 45 13 99
CRW_00273 0.84 0.81 0.87 360 1085185 68 13 43 12 86
CRW_00275 0.84 0.81 0.87 368 1114849 68 12 42 14 89
CRW_00277 0.82 0.79 0.85 359 1110374 76 14 48 14 94
CRW_00278 0.82 0.78 0.86 349 1129851 72 10 46 16 101
CRW_00279 0.81 0.78 0.85 360 1179994 80 12 50 18 104
CRW_00280 0.83 0.79 0.87 360 1117845 71 12 43 16 93
CRW_00281 0.82 0.78 0.85 363 1144916 75 12 50 13 101
CRW_00284 0.84 0.80 0.89 363 1131350 62 12 35 15 93
CRW_00285 0.83 0.79 0.88 364 1117844 66 13 39 14 94
CRW_00289 0.81 0.76 0.86 361 1189232 70 13 47 10 115
CRW_00466 0.84 0.81 0.86 373 1116333 74 11 48 15 85
CRW_00589 0.86 0.81 0.91 361 1094062 61 7 30 24 84
CRW_00590 0.84 0.79 0.89 358 1119354 70 6 38 26 94
CRW_00591 0.87 0.83 0.91 368 1098500 61 9 26 26 78
CRW_00772 0.78 0.74 0.83 298 945642 94 6 54 34 106
CRW_00789 0.82 0.78 0.87 348 1137388 80 6 44 30 99
CRW_00795 0.74 0.70 0.79 276 1152572 131 10 63 58 118
CRW_00849 0.78 0.74 0.82 350 1117832 97 13 65 19 120
CRW_00997 0.84 0.81 0.88 374 1135854 61 12 38 11 90
PDB_00571 0.87 0.80 0.95 20 3300 1 1 0 0 5
PDB_00703 0.78 0.71 0.86 353 1073436 80 10 46 24 142
PDB_00828 0.84 0.70 1.00 19 2466 0 0 0 0 8
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 0.80 0.65 1.00 22 4349 1 0 0 1 12
PDB_01105 0.76 0.67 0.87 360 1433555 85 3 53 29 180
PDB_01120 0.72 0.65 0.80 341 1204702 101 13 72 16 186
PDB_01273 0.78 0.71 0.86 347 1117857 83 8 48 27 144
RFA_00599 0.75 0.65 0.87 72 101392 18 0 11 7 39
RFA_00601 0.75 0.66 0.85 75 99147 17 0 13 4 39
RFA_00602 0.65 0.54 0.78 63 101394 21 0 18 3 53
TMR_00017 0.68 0.54 0.85 55 67096 14 0 10 4 47
TMR_00018 0.62 0.53 0.72 49 64552 23 7 12 4 43
TMR_00038 0.65 0.53 0.81 58 71181 14 4 10 0 52
TMR_00042 0.68 0.53 0.87 52 62775 9 1 7 1 46
TMR_00046 0.56 0.49 0.64 47 62761 28 4 23 1 49
TMR_00048 0.64 0.52 0.80 49 64919 13 5 7 1 46
TMR_00080 0.57 0.50 0.64 48 70425 33 8 19 6 48
TMR_00082 0.59 0.50 0.69 48 67826 28 11 11 6 48
TMR_00123 0.70 0.55 0.89 56 66367 12 1 6 5 45
TMR_00137 0.56 0.48 0.66 43 61010 24 11 11 2 46
TMR_00142 0.63 0.52 0.77 53 70807 22 4 12 6 49
TMR_00207 0.66 0.54 0.81 56 72321 19 7 6 6 47
TMR_00257 0.75 0.63 0.89 62 67091 15 4 4 7 36
TMR_00271 0.48 0.37 0.63 34 64207 26 5 15 6 57
TMR_00332 0.64 0.52 0.78 51 67096 19 1 13 5 48
TMR_00366 0.55 0.48 0.62 48 67819 29 8 21 0 52
TMR_00378 0.49 0.41 0.59 40 67828 29 8 20 1 57
TMR_00399 0.63 0.56 0.70 53 64904 27 6 17 4 41
TMR_00404 0.56 0.47 0.68 43 67465 20 3 17 0 49
TMR_00427 0.50 0.36 0.69 35 67477 16 7 9 0 62
TMR_00443 0.73 0.63 0.86 65 67085 15 6 5 4 39
TMR_00451 0.57 0.51 0.65 45 63477 30 10 14 6 44
TMR_00458 0.54 0.46 0.64 43 63479 28 8 16 4 50
TMR_00469 0.70 0.60 0.81 60 64546 14 7 7 0 40
TMR_00472 0.65 0.56 0.75 54 64548 19 8 10 1 43
TMR_00519 0.57 0.48 0.67 46 63121 25 7 16 2 49
TMR_00520 0.53 0.43 0.65 43 63124 27 8 15 4 56
TMR_00522 0.52 0.42 0.64 41 63126 27 6 17 4 56
TMR_00528 0.54 0.47 0.62 46 63116 34 9 19 6 51
TMR_00540 0.66 0.54 0.81 56 73467 17 5 8 4 48
TMR_00568 0.73 0.67 0.80 66 60644 22 3 13 6 33
TMR_00571 0.75 0.69 0.83 68 60644 20 3 11 6 31
TMR_00580 0.74 0.65 0.83 65 60648 19 1 12 6 35
TMR_00584 0.75 0.68 0.83 66 60995 17 2 12 3 31
TMR_00586 0.69 0.64 0.76 62 60993 26 8 12 6 35
TMR_00616 0.64 0.55 0.76 54 67090 17 7 10 0 45
TMR_00699 0.68 0.54 0.85 55 67096 15 1 9 5 47
TMR_00702 0.54 0.43 0.68 43 67098 24 2 18 4 57
TMR_00703 0.67 0.54 0.83 53 67464 15 1 10 4 46

^top



Performance of PknotsRG - scored lower in this pairwise comparison

1. Total counts & total scores for PknotsRG

Total Base Pair Counts
Total TP 20336
Total TN 65118710
Total FP 22986
Total FP CONTRA 2798
Total FP INCONS 18378
Total FP COMP 1810
Total FN 22566
Total Scores
MCC 0.482
Average MCC ± 95% Confidence Intervals 0.501 ± 0.019
Sensitivity 0.474
Positive Predictive Value 0.490
Nr of predictions 255

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.71 0.70 69 47796 32 9 21 2 28
ASE_00005 0.63 0.58 0.68 68 57870 38 0 32 6 49
ASE_00006 0.57 0.58 0.57 54 47491 44 7 34 3 39
ASE_00007 0.57 0.55 0.61 60 59586 43 1 38 4 50
ASE_00012 0.58 0.54 0.61 67 73811 49 2 40 7 56
ASE_00018 0.80 0.76 0.84 102 80479 22 3 17 2 32
ASE_00020 0.53 0.52 0.53 66 73796 58 8 50 0 60
ASE_00021 0.57 0.54 0.61 86 104056 61 7 47 7 74
ASE_00022 0.46 0.44 0.48 54 82915 65 6 53 6 70
ASE_00028 0.59 0.56 0.61 71 84550 53 4 41 8 55
ASE_00035 0.30 0.28 0.32 33 70398 76 11 58 7 85
ASE_00037 0.24 0.23 0.25 25 59239 79 3 73 3 85
ASE_00038 0.55 0.54 0.56 55 53529 45 4 40 1 46
ASE_00040 0.50 0.47 0.52 63 78882 64 5 53 6 70
ASE_00041 0.52 0.50 0.55 54 57532 48 2 42 4 54
ASE_00042 0.53 0.50 0.58 72 89975 54 3 50 1 73
ASE_00044 0.69 0.68 0.70 71 54513 35 3 28 4 34
ASE_00064 0.43 0.43 0.44 38 45364 53 5 44 4 51
ASE_00068 0.24 0.24 0.25 20 37596 59 5 54 0 65
ASE_00074 0.58 0.57 0.59 68 67781 47 6 41 0 51
ASE_00075 0.65 0.59 0.71 96 108676 46 2 37 7 66
ASE_00077 0.25 0.24 0.25 21 45067 67 7 55 5 65
ASE_00078 0.68 0.67 0.68 56 42989 31 5 21 5 27
ASE_00080 0.46 0.44 0.48 54 71519 61 5 53 3 69
ASE_00081 0.53 0.53 0.54 51 49676 44 5 38 1 46
ASE_00082 0.50 0.47 0.54 54 70400 60 1 45 14 62
ASE_00083 0.79 0.75 0.83 82 62382 26 2 15 9 28
ASE_00084 0.70 0.69 0.72 68 53534 29 6 20 3 31
ASE_00087 0.61 0.58 0.65 83 88283 49 5 39 5 61
ASE_00090 0.59 0.59 0.59 60 55509 47 2 40 5 41
ASE_00092 0.73 0.70 0.76 79 63442 30 0 25 5 34
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.65 0.63 0.68 75 64151 36 3 32 1 44
ASE_00105 0.38 0.36 0.40 40 64160 66 9 52 5 71
ASE_00107 0.47 0.45 0.50 57 73039 57 2 55 0 70
ASE_00115 0.48 0.47 0.49 47 54520 56 1 47 8 54
ASE_00118 0.45 0.44 0.45 45 60627 57 4 50 3 57
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.40 0.39 0.42 33 38424 50 2 44 4 52
ASE_00125 0.64 0.63 0.65 55 39255 30 4 26 0 33
ASE_00126 0.79 0.79 0.78 65 40387 21 3 15 3 17
ASE_00128 0.76 0.73 0.80 73 53210 25 2 16 7 27
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.64 0.58 0.72 49 39272 29 0 19 10 36
ASE_00134 0.56 0.57 0.55 54 50305 49 4 40 5 41
ASE_00135 0.47 0.46 0.48 50 63085 59 8 47 4 59
ASE_00136 0.49 0.47 0.51 43 48121 50 1 40 9 49
ASE_00137 0.44 0.43 0.45 42 48423 53 5 46 2 56
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.69 0.65 0.74 81 70767 33 3 25 5 44
ASE_00142 0.74 0.70 0.79 85 67054 26 4 18 4 37
ASE_00146 0.51 0.46 0.56 57 70775 47 0 44 3 67
ASE_00153 0.61 0.62 0.61 45 57556 71 2 27 42 28
ASE_00163 0.29 0.29 0.30 27 53211 72 7 56 9 66
ASE_00165 0.57 0.55 0.60 56 52881 39 7 31 1 45
ASE_00170 0.70 0.68 0.72 63 48741 25 2 22 1 30
ASE_00171 0.71 0.70 0.73 66 48425 25 5 20 0 28
ASE_00172 0.68 0.66 0.70 70 58896 35 4 26 5 36
ASE_00174 0.55 0.51 0.59 56 60980 39 3 36 0 53
ASE_00175 0.44 0.44 0.45 47 59926 62 6 52 4 60
ASE_00179 0.64 0.65 0.62 55 44164 34 7 27 0 29
ASE_00180 0.72 0.69 0.75 69 51268 29 2 21 6 31
ASE_00181 0.54 0.53 0.55 56 57528 50 3 43 4 50
ASE_00182 0.49 0.47 0.51 64 84129 65 6 56 3 72
ASE_00183 0.72 0.71 0.73 80 61316 33 2 27 4 33
ASE_00184 0.63 0.64 0.63 65 54511 39 10 29 0 37
ASE_00185 0.61 0.59 0.65 75 73420 43 5 36 2 53
ASE_00186 0.74 0.70 0.78 92 78885 31 3 23 5 40
ASE_00190 0.46 0.44 0.47 40 45366 45 8 37 0 50
ASE_00197 0.48 0.46 0.51 66 89124 66 4 59 3 79
ASE_00198 0.54 0.53 0.55 54 52551 45 6 39 0 48
ASE_00203 0.70 0.68 0.72 65 46575 29 6 19 4 31
ASE_00212 0.54 0.52 0.55 77 93822 66 5 57 4 71
ASE_00214 0.78 0.76 0.80 78 56182 28 3 17 8 25
ASE_00215 0.55 0.53 0.57 52 48425 42 4 35 3 47
ASE_00216 0.60 0.61 0.60 50 39256 36 8 26 2 32
ASE_00217 0.30 0.29 0.32 26 40388 60 6 50 4 64
ASE_00221 0.40 0.38 0.42 45 64514 65 3 58 4 72
ASE_00228 0.59 0.59 0.58 51 46883 37 14 23 0 35
ASE_00229 0.58 0.57 0.59 50 42401 39 5 30 4 37
ASE_00231 0.69 0.69 0.70 66 47801 28 5 23 0 30
ASE_00232 0.56 0.55 0.57 46 38422 38 3 32 3 38
ASE_00234 0.52 0.49 0.55 63 75351 56 2 50 4 66
ASE_00238 0.48 0.47 0.50 54 64152 58 4 51 3 60
ASE_00241 0.56 0.54 0.58 47 43875 43 0 34 9 40
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.46 0.42 0.49 48 62384 49 3 46 0 66
ASE_00254 0.61 0.60 0.63 49 36778 33 5 24 4 33
ASE_00255 0.47 0.45 0.50 59 74572 60 7 53 0 71
ASE_00257 0.64 0.64 0.65 62 50944 34 0 34 0 35
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.46 0.44 0.48 39 45069 51 5 37 9 49
ASE_00270 0.63 0.62 0.64 79 72267 45 8 36 1 49
ASE_00274 0.48 0.47 0.50 48 55515 48 8 40 0 55
ASE_00277 0.39 0.40 0.39 36 48113 58 9 47 2 55
ASE_00279 0.38 0.36 0.41 36 53213 58 1 51 6 65
ASE_00280 0.37 0.37 0.38 36 51908 62 6 53 3 62
ASE_00281 0.54 0.51 0.58 45 44473 39 0 33 6 43
ASE_00282 0.42 0.41 0.42 52 77692 72 6 65 1 75
ASE_00283 0.74 0.73 0.76 78 61673 27 5 20 2 29
ASE_00284 0.62 0.60 0.64 65 58210 43 4 32 7 43
ASE_00285 0.62 0.58 0.66 71 68899 43 2 34 7 51
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.59 0.55 0.63 57 54855 40 0 34 6 46
ASE_00292 0.71 0.66 0.76 91 81690 34 4 25 5 47
ASE_00294 0.78 0.74 0.83 127 114328 29 3 23 3 44
ASE_00296 0.31 0.30 0.33 43 91677 88 8 78 2 102
ASE_00297 0.53 0.53 0.54 52 52878 50 3 42 5 46
ASE_00298 0.19 0.19 0.19 21 67420 90 9 78 3 92
ASE_00318 0.64 0.61 0.67 72 80092 40 13 23 4 46
ASE_00328 0.41 0.41 0.41 46 72659 73 3 63 7 66
ASE_00332 0.54 0.51 0.57 71 81686 59 2 51 6 67
ASE_00335 0.52 0.52 0.52 60 75350 64 13 43 8 56
ASE_00340 0.71 0.72 0.71 61 45970 34 7 18 9 24
ASE_00342 0.48 0.45 0.50 52 62378 51 1 50 0 63
ASE_00353 0.46 0.47 0.45 50 57860 60 11 49 0 57
ASE_00361 0.37 0.36 0.38 46 75345 78 9 66 3 81
ASE_00362 0.62 0.62 0.63 56 48116 36 6 27 3 35
ASE_00363 0.54 0.55 0.53 52 51262 46 5 41 0 42
ASE_00364 0.32 0.31 0.33 33 54184 72 7 61 4 72
ASE_00366 0.52 0.54 0.50 53 58547 55 12 41 2 45
ASE_00367 0.33 0.35 0.32 30 42976 65 8 57 0 56
ASE_00369 0.68 0.67 0.69 72 55841 37 2 30 5 35
ASE_00370 0.65 0.63 0.66 53 41825 27 5 22 0 31
ASE_00372 0.72 0.71 0.72 71 51905 30 5 22 3 29
ASE_00374 0.56 0.56 0.57 49 44764 37 8 29 0 39
ASE_00376 0.52 0.50 0.54 53 56855 48 4 41 3 52
ASE_00377 0.69 0.66 0.72 71 57531 34 3 25 6 36
ASE_00379 0.44 0.44 0.45 39 45969 55 7 41 7 50
ASE_00382 0.51 0.51 0.52 43 41822 43 6 34 3 41
ASE_00383 0.44 0.43 0.45 45 54516 59 4 50 5 60
ASE_00384 0.73 0.71 0.75 65 48429 27 4 18 5 27
ASE_00386 0.53 0.53 0.53 51 50306 51 4 42 5 45
ASE_00387 0.36 0.37 0.35 38 55837 70 6 64 0 66
ASE_00388 0.68 0.67 0.69 60 45666 32 1 26 5 29
ASE_00390 0.50 0.48 0.53 41 42117 44 6 31 7 44
ASE_00393 0.36 0.34 0.38 32 47810 59 3 50 6 61
ASE_00394 0.72 0.72 0.73 67 46879 28 3 22 3 26
ASE_00395 0.51 0.49 0.53 41 41539 45 1 35 9 43
ASE_00396 0.37 0.36 0.38 30 41536 55 5 45 5 53
ASE_00397 0.52 0.51 0.52 54 54511 50 7 43 0 51
ASE_00398 0.64 0.62 0.66 64 55848 36 1 32 3 40
ASE_00400 0.53 0.52 0.54 55 57868 48 5 42 1 51
ASE_00401 0.55 0.56 0.54 70 76898 60 13 47 0 56
ASE_00402 0.60 0.59 0.61 50 42404 35 4 28 3 35
ASE_00403 0.47 0.44 0.50 47 55851 51 3 44 4 60
ASE_00404 0.56 0.55 0.56 47 42987 42 0 37 5 38
ASE_00406 0.69 0.66 0.72 62 48742 33 2 22 9 32
ASE_00411 0.26 0.27 0.26 24 49362 69 12 57 0 65
ASE_00412 0.38 0.37 0.39 39 58212 60 13 47 0 66
ASE_00413 0.46 0.49 0.43 40 44457 54 14 40 0 41
ASE_00415 0.51 0.51 0.51 53 54843 52 7 43 2 50
ASE_00416 0.71 0.68 0.75 86 77306 36 1 28 7 41
ASE_00419 0.76 0.73 0.80 75 54852 23 4 15 4 28
ASE_00422 0.48 0.47 0.49 44 46881 51 5 41 5 50
ASE_00423 0.49 0.49 0.50 53 56847 56 9 44 3 56
ASE_00428 0.54 0.52 0.57 65 76521 54 5 45 4 60
ASE_00430 0.63 0.61 0.66 59 46881 36 5 26 5 38
ASE_00437 0.42 0.41 0.44 55 79275 71 4 67 0 80
ASE_00441 0.78 0.74 0.83 83 64161 28 1 16 11 29
ASE_00448 0.22 0.22 0.23 25 64151 91 6 79 6 87
ASE_00451 0.50 0.47 0.52 59 70763 57 3 51 3 66
CRW_00024 0.77 0.76 0.79 348 1085160 130 18 75 37 110
CRW_00034 0.63 0.63 0.63 300 1141843 196 31 142 23 174
CRW_00048 0.45 0.45 0.45 210 1170748 276 27 230 19 260
CRW_00054 0.53 0.52 0.54 236 1107378 216 34 168 14 220
CRW_00059 0.50 0.49 0.51 233 1172293 234 28 192 14 240
CRW_00061 0.43 0.44 0.43 208 1181469 284 32 244 8 268
CRW_00068 0.33 0.33 0.34 152 1108852 312 37 264 11 305
CRW_00096 0.55 0.55 0.55 255 1178420 227 21 184 22 210
CRW_00140 0.64 0.64 0.65 296 1135820 182 22 140 20 167
CRW_00141 0.51 0.50 0.52 238 1201566 240 29 192 19 238
CRW_00150 0.41 0.41 0.42 190 1152467 282 34 230 18 276
CRW_00152 0.51 0.50 0.52 236 1179961 240 37 182 21 235
CRW_00166 0.53 0.52 0.54 242 1190746 234 25 183 26 226
CRW_00173 0.29 0.29 0.29 128 1082212 325 37 279 9 317
CRW_00177 0.42 0.41 0.42 196 1178413 284 31 240 13 277
CRW_00196 0.47 0.46 0.47 220 1207767 270 26 222 22 255
CRW_00230 0.55 0.54 0.57 260 1198467 221 30 169 22 218
CRW_00245 0.35 0.35 0.34 157 1105872 312 45 254 13 296
CRW_00248 0.57 0.57 0.58 275 1218668 230 24 174 32 209
CRW_00250 0.43 0.43 0.43 205 1198449 287 30 242 15 273
CRW_00256 0.45 0.44 0.46 206 1192291 257 41 202 14 262
CRW_00270 0.38 0.37 0.39 168 1111857 279 39 222 18 287
CRW_00271 0.49 0.48 0.50 220 1122307 239 36 188 15 242
CRW_00273 0.51 0.50 0.51 222 1085169 227 31 179 17 224
CRW_00275 0.42 0.42 0.43 193 1114817 278 26 235 17 264
CRW_00277 0.25 0.25 0.24 113 1110332 354 55 295 4 340
CRW_00278 0.41 0.40 0.42 180 1129825 270 35 216 19 270
CRW_00279 0.29 0.29 0.30 134 1179968 334 40 274 20 330
CRW_00280 0.50 0.50 0.51 226 1117813 234 28 193 13 227
CRW_00281 0.30 0.30 0.30 138 1144878 340 40 285 15 326
CRW_00284 0.26 0.25 0.26 115 1131320 336 35 290 11 341
CRW_00285 0.47 0.47 0.47 214 1117807 257 31 208 18 244
CRW_00289 0.45 0.44 0.46 209 1189197 272 34 213 25 267
CRW_00466 0.61 0.60 0.62 273 1116325 194 25 142 27 185
CRW_00589 0.22 0.21 0.22 95 1094029 351 37 299 15 350
CRW_00590 0.32 0.31 0.33 141 1119330 303 41 244 18 311
CRW_00591 0.61 0.60 0.62 267 1098475 190 19 142 29 179
CRW_00772 0.24 0.24 0.25 97 945607 320 41 255 24 307
CRW_00789 0.35 0.35 0.35 156 1137342 304 48 240 16 291
CRW_00795 0.24 0.25 0.23 98 1152503 357 51 269 37 296
CRW_00849 0.48 0.48 0.49 225 1117798 260 25 212 23 245
CRW_00997 0.52 0.52 0.52 239 1135819 238 24 196 18 225
PDB_00571 0.17 0.16 0.19 4 3300 17 6 11 0 21
PDB_00703 0.50 0.48 0.53 239 1073392 239 21 193 25 256
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 0.23 0.22 0.26 5 2259 14 2 12 0 18
PDB_01073 0.75 0.65 0.88 22 4346 4 0 3 1 12
PDB_01105 0.51 0.50 0.52 269 1433453 278 27 222 29 271
PDB_01120 0.48 0.45 0.51 239 1204657 247 27 205 15 288
PDB_01273 0.47 0.46 0.49 225 1117799 263 23 213 27 266
RFA_00599 0.63 0.68 0.60 75 101349 70 18 33 19 36
RFA_00601 0.48 0.50 0.46 57 99111 86 21 46 19 57
RFA_00602 0.69 0.72 0.67 83 101351 61 10 31 20 33
TMR_00017 0.36 0.37 0.36 38 67055 74 15 53 6 64
TMR_00018 0.30 0.32 0.30 29 64522 75 10 59 6 63
TMR_00038 0.24 0.25 0.24 27 71141 89 12 73 4 83
TMR_00042 0.24 0.24 0.24 24 62735 79 9 67 3 74
TMR_00046 0.54 0.55 0.54 53 62736 49 11 35 3 43
TMR_00048 0.32 0.34 0.30 32 64875 78 9 64 5 63
TMR_00080 0.59 0.61 0.56 59 70395 49 16 30 3 37
TMR_00082 0.63 0.64 0.63 61 67799 41 12 24 5 35
TMR_00123 0.46 0.47 0.46 47 66327 57 11 45 1 54
TMR_00137 0.27 0.28 0.26 25 60980 78 14 56 8 64
TMR_00142 0.45 0.47 0.44 48 70767 70 15 46 9 54
TMR_00207 0.36 0.35 0.36 36 72291 70 4 59 7 67
TMR_00257 0.25 0.24 0.26 24 67068 73 8 61 4 74
TMR_00271 0.49 0.48 0.49 44 64171 54 8 38 8 47
TMR_00332 0.39 0.38 0.40 38 67065 62 9 49 4 61
TMR_00366 0.28 0.28 0.29 28 67798 83 12 58 13 72
TMR_00378 0.29 0.30 0.28 29 67791 87 7 69 11 68
TMR_00399 0.16 0.17 0.15 16 64871 97 27 66 4 78
TMR_00404 0.28 0.30 0.26 28 67421 90 22 57 11 64
TMR_00427 0.31 0.31 0.31 30 67432 71 11 55 5 67
TMR_00443 0.45 0.45 0.46 47 67058 58 14 42 2 57
TMR_00451 0.17 0.19 0.16 17 63441 88 16 72 0 72
TMR_00458 0.20 0.20 0.20 19 63449 85 19 59 7 74
TMR_00469 0.40 0.41 0.38 41 64513 66 11 55 0 59
TMR_00472 0.36 0.38 0.35 37 64514 72 24 45 3 60
TMR_00519 0.14 0.15 0.13 14 63086 100 16 74 10 81
TMR_00520 0.36 0.37 0.35 37 63085 78 13 55 10 62
TMR_00522 0.36 0.36 0.36 35 63092 72 11 52 9 62
TMR_00528 0.13 0.13 0.12 13 63082 105 12 83 10 84
TMR_00540 0.45 0.45 0.46 47 73433 65 4 52 9 57
TMR_00568 0.59 0.59 0.60 58 60630 47 3 35 9 41
TMR_00571 0.59 0.60 0.58 59 60625 47 7 35 5 40
TMR_00580 0.32 0.31 0.32 31 60630 70 13 52 5 69
TMR_00584 0.40 0.42 0.38 41 60967 72 8 59 5 56
TMR_00586 0.23 0.25 0.22 24 60964 88 18 69 1 73
TMR_00616 0.37 0.37 0.36 37 67058 71 18 48 5 62
TMR_00699 0.41 0.41 0.41 42 67059 63 10 50 3 60
TMR_00702 0.28 0.29 0.28 29 67057 80 18 57 5 71
TMR_00703 0.31 0.31 0.31 31 67427 74 16 54 4 68

^top


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