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

  1. Overview

  2. Performance Plots

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

  4. Performance of Carnac(20) - scored lower in this pairwise comparison

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


Overview

Metric RNAalifold(seed) Carnac(20)
MCC 0.650 > 0.509
Average MCC ± 95% Confidence Intervals 0.527 ± 0.023 > 0.353 ± 0.031
Sensitivity 0.519 > 0.285
Positive Predictive Value 0.814 < 0.907
Total TP 24331 > 13376
Total TN 88555747 < 88570909
Total FP 6505 > 2202
Total FP CONTRA 1223 > 172
Total FP INCONS 4350 > 1194
Total FP COMP 932 > 836
Total FN 22555 < 33510
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of RNAalifold(seed) and Carnac(20). 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(seed) and Carnac(20)).

  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(seed) and Carnac(20)).

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

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

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

Total Base Pair Counts
Total TP 24331
Total TN 88555747
Total FP 6505
Total FP CONTRA 1223
Total FP INCONS 4350
Total FP COMP 932
Total FN 22555
Total Scores
MCC 0.650
Average MCC ± 95% Confidence Intervals 0.527 ± 0.023
Sensitivity 0.519
Positive Predictive Value 0.814
Nr of predictions 228

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.45 0.23 0.88 22 47870 3 0 3 0 75
ASE_00005 0.45 0.26 0.79 30 57932 8 1 7 0 87
ASE_00006 0.42 0.22 0.83 20 47562 4 0 4 0 73
ASE_00007 0.52 0.33 0.82 36 59641 8 1 7 0 74
ASE_00012 0.46 0.26 0.80 32 73880 11 1 7 3 91
ASE_00018 0.47 0.27 0.82 36 80557 8 1 7 0 98
ASE_00020 0.36 0.17 0.73 22 73890 8 3 5 0 104
ASE_00021 0.39 0.18 0.83 29 104161 6 1 5 0 131
ASE_00022 0.65 0.48 0.89 59 82962 13 1 6 6 65
ASE_00028 0.65 0.48 0.90 60 84599 12 1 6 5 66
ASE_00035 0.47 0.28 0.80 33 70459 11 1 7 3 85
ASE_00037 0.51 0.32 0.81 35 59297 8 1 7 0 75
ASE_00038 0.42 0.23 0.79 23 53599 6 1 5 0 78
ASE_00040 0.47 0.27 0.82 36 78959 8 1 7 0 97
ASE_00041 0.49 0.28 0.88 30 57596 4 0 4 0 78
ASE_00042 0.41 0.23 0.75 33 90056 11 1 10 0 112
ASE_00044 0.52 0.33 0.81 35 54572 8 1 7 0 70
ASE_00064 0.44 0.25 0.79 22 45423 6 1 5 0 67
ASE_00068 0.37 0.20 0.68 17 37650 8 1 7 0 68
ASE_00074 0.50 0.30 0.82 36 67852 8 1 7 0 83
ASE_00075 0.38 0.19 0.79 30 108773 13 1 7 5 132
ASE_00077 0.40 0.21 0.75 18 45126 6 1 5 0 68
ASE_00078 0.49 0.28 0.85 23 43044 6 0 4 2 60
ASE_00080 0.23 0.11 0.48 14 71602 15 1 14 0 109
ASE_00081 0.43 0.24 0.79 23 49741 6 1 5 0 74
ASE_00082 0.34 0.16 0.75 18 70476 6 1 5 0 98
ASE_00083 0.41 0.21 0.79 23 62452 6 1 5 0 87
ASE_00084 0.43 0.23 0.79 23 53599 6 1 5 0 76
ASE_00087 0.36 0.16 0.79 23 88381 6 1 5 0 121
ASE_00090 0.42 0.23 0.79 23 55582 6 1 5 0 78
ASE_00092 0.40 0.20 0.79 23 63517 6 1 5 0 90
ASE_00099 0.49 0.30 0.82 36 64576 8 1 7 0 84
ASE_00104 0.50 0.30 0.82 36 64217 8 1 7 0 83
ASE_00105 0.38 0.20 0.73 22 64231 8 3 5 0 89
ASE_00107 0.48 0.28 0.82 36 73109 8 1 7 0 91
ASE_00115 0.41 0.22 0.79 22 54587 6 1 5 0 79
ASE_00118 0.41 0.22 0.79 22 60698 7 1 5 1 80
ASE_00119 0.31 0.12 0.81 13 62819 3 1 2 0 95
ASE_00123 0.38 0.20 0.74 17 38480 6 1 5 0 68
ASE_00125 0.37 0.16 0.88 14 39324 2 0 2 0 74
ASE_00128 0.44 0.22 0.88 22 53276 3 1 2 0 78
ASE_00129 0.40 0.21 0.79 23 62806 6 1 5 0 88
ASE_00131 0.38 0.20 0.71 17 39316 7 2 5 0 68
ASE_00134 0.44 0.24 0.79 23 50374 6 1 5 0 72
ASE_00135 0.37 0.19 0.72 21 63161 8 1 7 0 88
ASE_00136 0.44 0.25 0.79 23 48176 6 1 5 0 69
ASE_00137 0.44 0.22 0.85 22 48490 4 0 4 0 76
ASE_00138 0.47 0.28 0.79 23 40441 6 1 5 0 58
ASE_00140 0.36 0.18 0.73 22 70846 8 3 5 0 103
ASE_00142 0.50 0.30 0.84 36 67118 7 1 6 0 86
ASE_00146 0.49 0.29 0.82 36 70832 8 1 7 0 88
ASE_00153 0.37 0.21 0.68 15 57608 7 0 7 0 58
ASE_00163 0.44 0.25 0.79 23 53272 6 1 5 0 70
ASE_00165 0.40 0.20 0.80 20 52950 5 1 4 0 81
ASE_00170 0.44 0.25 0.79 23 48799 6 1 5 0 70
ASE_00171 0.44 0.24 0.79 23 48487 6 1 5 0 71
ASE_00172 0.41 0.22 0.79 23 58967 6 1 5 0 83
ASE_00174 0.39 0.20 0.76 22 61046 7 2 5 0 87
ASE_00175 0.41 0.21 0.77 23 60001 7 2 5 0 84
ASE_00179 0.39 0.20 0.77 17 44231 5 1 4 0 67
ASE_00180 0.42 0.23 0.77 23 51330 7 2 5 0 77
ASE_00181 0.41 0.22 0.77 23 57600 7 2 5 0 83
ASE_00182 0.37 0.17 0.79 23 84226 6 1 5 0 113
ASE_00184 0.42 0.23 0.79 23 54586 6 1 5 0 79
ASE_00185 0.38 0.18 0.79 23 73507 6 1 5 0 105
ASE_00186 0.43 0.25 0.75 33 78959 11 1 10 0 99
ASE_00190 0.66 0.50 0.87 45 45399 12 1 6 5 45
ASE_00197 0.41 0.23 0.75 33 89209 11 1 10 0 112
ASE_00203 0.40 0.21 0.77 20 46639 6 2 4 0 76
ASE_00212 0.40 0.22 0.74 32 93918 11 1 10 0 116
ASE_00214 0.35 0.17 0.72 18 56255 7 2 5 0 85
ASE_00215 0.36 0.17 0.74 17 48493 6 1 5 0 82
ASE_00216 0.46 0.24 0.87 20 39317 3 0 3 0 62
ASE_00217 0.51 0.33 0.79 30 40432 8 1 7 0 60
ASE_00221 0.50 0.31 0.82 36 64576 8 1 7 0 81
ASE_00228 0.47 0.26 0.88 22 46946 3 0 3 0 64
ASE_00229 0.47 0.25 0.88 22 42461 3 0 3 0 65
ASE_00231 0.45 0.23 0.88 22 47870 3 0 3 0 74
ASE_00232 0.48 0.26 0.88 22 38478 3 0 3 0 62
ASE_00234 0.35 0.17 0.73 22 75436 8 3 5 0 107
ASE_00238 0.38 0.19 0.73 22 64231 8 3 5 0 92
ASE_00241 0.46 0.26 0.79 23 43927 6 1 5 0 64
ASE_00242 0.51 0.32 0.82 36 61031 8 1 7 0 76
ASE_00248 0.51 0.32 0.82 36 62437 8 1 7 0 78
ASE_00254 0.49 0.27 0.88 22 36831 3 0 3 0 60
ASE_00255 0.47 0.27 0.81 35 74648 8 1 7 0 95
ASE_00257 0.43 0.24 0.79 23 51011 6 1 5 0 74
ASE_00263 0.39 0.19 0.79 23 70471 6 1 5 0 97
ASE_00267 0.45 0.26 0.79 23 45121 6 1 5 0 65
ASE_00270 0.22 0.09 0.52 12 72367 12 1 10 1 116
ASE_00274 0.40 0.21 0.73 22 55581 8 3 5 0 81
ASE_00277 0.42 0.24 0.73 22 48175 8 3 5 0 69
ASE_00279 0.42 0.23 0.79 23 53272 6 1 5 0 78
ASE_00280 0.40 0.18 0.86 18 51982 3 1 2 0 80
ASE_00281 0.45 0.26 0.79 23 44522 6 1 5 0 65
ASE_00282 0.37 0.18 0.77 23 77785 7 2 5 0 104
ASE_00283 0.35 0.17 0.75 18 61752 6 1 5 0 89
ASE_00284 0.40 0.21 0.77 23 58281 7 2 5 0 85
ASE_00285 0.39 0.19 0.79 23 68977 6 1 5 0 99
ASE_00286 0.43 0.24 0.79 22 46637 6 1 5 0 70
ASE_00287 0.42 0.22 0.79 23 54917 6 1 5 0 80
ASE_00292 0.46 0.26 0.82 36 81766 8 1 7 0 102
ASE_00294 0.41 0.21 0.82 36 114437 8 1 7 0 135
ASE_00296 0.45 0.25 0.82 36 91762 8 1 7 0 109
ASE_00297 0.43 0.23 0.79 23 52946 6 1 5 0 75
ASE_00298 0.40 0.20 0.79 23 67499 6 1 5 0 90
ASE_00318 0.66 0.48 0.89 57 80136 13 1 6 6 61
ASE_00328 0.69 0.54 0.90 60 72704 12 1 6 5 52
ASE_00332 0.46 0.26 0.82 36 81766 8 1 7 0 102
ASE_00335 0.68 0.52 0.90 60 75399 12 1 6 5 56
ASE_00340 0.43 0.21 0.86 18 46035 3 0 3 0 67
ASE_00342 0.51 0.31 0.82 36 62437 8 1 7 0 79
ASE_00353 0.41 0.21 0.77 23 57940 7 2 5 0 84
ASE_00361 0.36 0.17 0.76 22 75437 7 2 5 0 105
ASE_00362 0.45 0.25 0.79 23 48176 6 1 5 0 68
ASE_00363 0.44 0.24 0.79 23 51331 6 1 5 0 71
ASE_00364 0.41 0.22 0.77 23 54255 7 2 5 0 82
ASE_00366 0.36 0.18 0.72 18 58628 7 2 5 0 80
ASE_00367 0.46 0.27 0.79 23 43042 6 1 5 0 63
ASE_00369 0.41 0.21 0.79 23 55916 6 1 5 0 84
ASE_00370 0.45 0.26 0.76 22 41876 7 1 6 0 62
ASE_00372 0.41 0.22 0.76 22 51974 7 1 6 0 78
ASE_00374 0.45 0.26 0.79 23 44821 6 1 5 0 65
ASE_00376 0.42 0.22 0.79 23 56924 6 1 5 0 82
ASE_00377 0.41 0.21 0.77 23 57600 7 2 5 0 84
ASE_00379 0.45 0.26 0.79 23 46027 6 1 5 0 66
ASE_00382 0.47 0.27 0.79 23 41876 6 1 5 0 61
ASE_00383 0.42 0.22 0.79 23 54586 6 1 5 0 82
ASE_00384 0.44 0.25 0.79 23 48487 6 1 5 0 69
ASE_00386 0.44 0.24 0.79 23 50374 6 1 5 0 73
ASE_00387 0.38 0.20 0.72 21 55916 8 1 7 0 83
ASE_00388 0.45 0.26 0.79 23 45724 6 1 5 0 66
ASE_00390 0.46 0.27 0.79 23 42166 6 1 5 0 62
ASE_00393 0.40 0.23 0.72 21 47866 8 1 7 0 72
ASE_00394 0.44 0.25 0.79 23 46942 6 1 5 0 70
ASE_00395 0.47 0.27 0.79 23 41587 6 1 5 0 61
ASE_00396 0.47 0.28 0.79 23 41587 6 1 5 0 60
ASE_00397 0.42 0.22 0.79 23 54586 6 1 5 0 82
ASE_00398 0.42 0.22 0.79 23 55916 6 1 5 0 81
ASE_00400 0.41 0.22 0.79 23 57941 6 1 5 0 83
ASE_00401 0.33 0.14 0.75 18 77004 6 1 5 0 108
ASE_00402 0.46 0.27 0.79 23 42457 6 1 5 0 62
ASE_00403 0.41 0.21 0.79 23 55916 6 1 5 0 84
ASE_00404 0.46 0.27 0.79 23 43042 6 1 5 0 62
ASE_00406 0.44 0.24 0.79 23 48799 6 1 5 0 71
ASE_00411 0.41 0.25 0.69 22 49423 10 5 5 0 67
ASE_00412 0.39 0.21 0.73 22 58281 8 3 5 0 83
ASE_00413 0.46 0.27 0.79 22 44523 6 1 5 0 59
ASE_00415 0.33 0.17 0.68 17 54921 8 1 7 0 86
ASE_00416 0.47 0.28 0.80 35 77377 9 1 8 0 92
ASE_00419 0.40 0.21 0.73 22 54916 8 2 6 0 81
ASE_00422 0.40 0.19 0.86 18 46950 3 0 3 0 76
ASE_00423 0.51 0.32 0.81 35 56910 8 1 7 0 74
ASE_00428 0.47 0.28 0.80 35 76592 9 1 8 0 90
ASE_00430 0.41 0.21 0.83 20 46947 4 0 4 0 77
ASE_00437 0.30 0.17 0.55 23 79359 19 1 18 0 112
ASE_00441 0.38 0.19 0.78 21 64234 7 1 5 1 91
ASE_00448 0.48 0.30 0.77 34 64217 10 1 9 0 78
ASE_00451 0.48 0.29 0.82 36 70832 8 1 7 0 89
CRW_00024 0.87 0.84 0.90 385 1085175 58 7 34 17 73
CRW_00034 0.82 0.77 0.88 363 1141905 62 14 34 14 111
CRW_00048 0.84 0.79 0.88 372 1170793 59 16 34 9 98
CRW_00054 0.84 0.81 0.88 369 1107397 60 16 34 10 87
CRW_00059 0.82 0.78 0.88 367 1172327 61 16 36 9 106
CRW_00061 0.82 0.77 0.88 367 1181535 61 16 35 10 109
CRW_00068 0.85 0.81 0.88 370 1108886 58 15 34 9 87
CRW_00096 0.84 0.79 0.89 368 1178465 61 12 35 14 97
CRW_00140 0.83 0.79 0.87 367 1135858 62 16 37 9 96
CRW_00141 0.83 0.78 0.88 369 1201606 61 16 34 11 107
CRW_00150 0.85 0.79 0.91 368 1152515 47 13 25 9 98
CRW_00152 0.85 0.79 0.91 372 1180006 46 13 25 8 99
CRW_00166 0.83 0.78 0.88 365 1190782 64 12 37 15 103
CRW_00173 0.79 0.76 0.84 336 1082254 76 16 50 10 109
CRW_00177 0.82 0.77 0.87 364 1178460 66 16 40 10 109
CRW_00196 0.82 0.77 0.87 365 1207815 63 16 39 8 110
CRW_00230 0.83 0.77 0.88 369 1198508 59 15 34 10 109
CRW_00245 0.84 0.81 0.88 366 1105912 60 16 34 10 87
CRW_00248 0.82 0.76 0.88 369 1218720 61 16 36 9 115
CRW_00250 0.82 0.77 0.88 369 1198505 61 16 36 9 109
CRW_00256 0.85 0.79 0.91 369 1192333 48 13 25 10 99
CRW_00270 0.84 0.81 0.88 368 1111868 59 15 35 9 87
CRW_00271 0.83 0.78 0.90 359 1122350 51 13 29 9 103
CRW_00273 0.84 0.80 0.87 358 1085191 60 16 36 8 88
CRW_00275 0.84 0.80 0.88 366 1114854 59 16 35 8 91
CRW_00277 0.83 0.79 0.87 359 1110382 64 17 37 10 94
CRW_00278 0.83 0.78 0.88 349 1129861 58 13 33 12 101
CRW_00279 0.85 0.80 0.91 372 1180005 54 13 26 15 92
CRW_00280 0.84 0.80 0.89 363 1117851 59 13 33 13 90
CRW_00281 0.85 0.80 0.91 372 1144932 48 13 24 11 92
CRW_00284 0.83 0.78 0.89 356 1131358 59 13 33 13 100
CRW_00285 0.82 0.78 0.86 356 1117847 66 17 40 9 102
CRW_00289 0.80 0.75 0.86 358 1189235 67 16 44 7 118
CRW_00306 0.45 0.39 0.52 178 1445508 175 32 132 11 284
CRW_00326 0.44 0.37 0.53 184 1627762 174 32 132 10 318
CRW_00358 0.44 0.36 0.53 184 1675017 173 32 132 9 323
CRW_00366 0.42 0.36 0.51 172 1579413 180 32 136 12 310
CRW_00371 0.44 0.36 0.52 181 1611565 175 31 133 11 315
CRW_00372 0.44 0.37 0.53 184 1625958 174 32 132 10 314
CRW_00379 0.40 0.32 0.50 169 2126616 180 32 136 12 365
CRW_00386 0.44 0.35 0.55 182 1750923 164 28 123 13 333
CRW_00411 0.45 0.38 0.55 186 1615165 163 28 124 11 310
CRW_00414 0.45 0.37 0.54 182 1665890 171 28 125 18 313
CRW_00466 0.86 0.82 0.91 377 1116350 49 12 26 11 81
CRW_00589 0.86 0.81 0.92 361 1094068 53 6 25 22 84
CRW_00590 0.87 0.81 0.92 366 1119360 52 6 24 22 86
CRW_00591 0.87 0.82 0.92 365 1098507 56 8 23 25 81
CRW_00759 0.41 0.34 0.49 163 1636811 183 35 136 12 318
CRW_00772 0.81 0.75 0.88 302 945656 72 5 37 30 102
CRW_00789 0.85 0.79 0.91 355 1137395 59 8 28 23 92
CRW_00795 0.78 0.73 0.84 288 1152577 109 10 46 53 106
CRW_00849 0.82 0.76 0.88 356 1117856 63 14 34 15 114
CRW_00997 0.84 0.80 0.88 372 1135856 59 15 35 9 92
CRW_01153 0.41 0.34 0.49 172 1606179 193 36 141 16 331
CRW_01171 0.43 0.36 0.52 181 1593657 177 34 133 10 325
PDB_00703 0.78 0.69 0.87 344 1073448 73 7 46 20 151
PDB_00828 0.70 0.59 0.84 16 2466 3 2 1 0 11
PDB_00829 0.75 0.67 0.84 16 2259 3 2 1 0 8
PDB_00854 0.74 0.64 0.87 342 1500383 85 10 43 32 193
PDB_01020 0.73 0.65 0.83 15 2260 4 2 1 1 8
PDB_01073 0.80 0.65 1.00 22 4349 1 0 0 1 12
PDB_01088 0.73 0.63 0.86 342 1471073 85 8 47 30 205
PDB_01103 0.74 0.63 0.87 355 1606120 72 10 43 19 207
PDB_01105 0.76 0.66 0.88 355 1433566 72 7 43 22 185
PDB_01120 0.77 0.68 0.87 358 1204715 73 7 48 18 169
PDB_01273 0.78 0.70 0.86 346 1117856 80 13 45 22 145
RFA_00599 0.79 0.66 0.95 73 101398 7 0 4 3 38
RFA_00601 0.79 0.67 0.93 76 99153 10 0 6 4 38
RFA_00602 0.76 0.65 0.90 75 101392 11 0 8 3 41

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Performance of Carnac(20) - scored lower in this pairwise comparison

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

Total Base Pair Counts
Total TP 13376
Total TN 88570909
Total FP 2202
Total FP CONTRA 172
Total FP INCONS 1194
Total FP COMP 836
Total FN 33510
Total Scores
MCC 0.509
Average MCC ± 95% Confidence Intervals 0.353 ± 0.031
Sensitivity 0.285
Positive Predictive Value 0.907
Nr of predictions 228

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.51 0.26 1.00 25 47870 0 0 0 0 72
ASE_00005 0.45 0.21 0.96 25 57944 1 1 0 0 92
ASE_00006 0.00 0.00 0.00 0 47586 0 0 0 0 93
ASE_00007 0.40 0.17 0.95 19 59665 1 0 1 0 91
ASE_00012 0.60 0.47 0.77 58 73845 21 1 16 4 65
ASE_00018 0.53 0.33 0.86 44 80550 8 1 6 1 90
ASE_00020 0.00 0.00 0.00 0 73920 0 0 0 0 126
ASE_00021 0.47 0.33 0.69 52 104121 28 1 22 5 108
ASE_00022 0.54 0.33 0.87 41 82981 7 0 6 1 83
ASE_00028 0.45 0.20 1.00 25 84641 0 0 0 0 101
ASE_00035 0.50 0.31 0.80 37 70454 12 1 8 3 81
ASE_00037 0.27 0.07 1.00 8 59332 0 0 0 0 102
ASE_00038 0.00 0.00 0.00 0 53628 0 0 0 0 101
ASE_00040 0.42 0.17 1.00 23 78980 4 0 0 4 110
ASE_00041 0.40 0.19 0.84 21 57605 4 0 4 0 87
ASE_00042 0.25 0.06 1.00 9 90091 0 0 0 0 136
ASE_00044 0.42 0.20 0.88 21 54591 7 0 3 4 84
ASE_00064 0.00 0.00 0.00 0 45451 0 0 0 0 89
ASE_00068 0.00 0.00 0.00 0 37675 0 0 0 0 85
ASE_00074 0.45 0.21 0.96 25 67870 1 1 0 0 94
ASE_00075 0.57 0.36 0.89 59 108745 11 1 6 4 103
ASE_00077 0.34 0.13 0.92 11 45138 1 0 1 0 75
ASE_00078 0.50 0.25 1.00 21 43050 1 0 0 1 62
ASE_00080 0.10 0.03 0.31 4 71618 9 0 9 0 119
ASE_00081 0.15 0.05 0.45 5 49759 7 0 6 1 92
ASE_00082 0.00 0.00 0.00 0 70500 0 0 0 0 116
ASE_00083 0.29 0.08 1.00 9 62472 0 0 0 0 101
ASE_00084 0.40 0.16 1.00 16 53612 1 0 0 1 83
ASE_00087 0.19 0.03 1.00 5 88405 1 0 0 1 139
ASE_00090 0.00 0.00 0.00 0 55611 0 0 0 0 101
ASE_00092 0.39 0.17 0.90 19 63525 3 0 2 1 94
ASE_00099 0.45 0.21 0.96 25 64594 1 1 0 0 95
ASE_00104 0.42 0.19 0.92 23 64236 2 1 1 0 96
ASE_00105 0.36 0.20 0.67 22 64228 12 0 11 1 89
ASE_00107 0.54 0.35 0.83 44 73100 10 1 8 1 83
ASE_00115 0.19 0.05 0.71 5 54608 3 0 2 1 96
ASE_00118 0.33 0.11 1.00 11 60715 1 0 0 1 91
ASE_00119 0.36 0.13 1.00 14 62821 0 0 0 0 94
ASE_00123 0.00 0.00 0.00 0 38503 0 0 0 0 85
ASE_00125 0.00 0.00 0.00 0 39340 0 0 0 0 88
ASE_00128 0.26 0.07 1.00 7 53294 0 0 0 0 93
ASE_00129 0.30 0.11 0.86 12 62821 2 0 2 0 99
ASE_00131 0.31 0.09 1.00 8 39332 0 0 0 0 77
ASE_00134 0.25 0.06 1.00 6 50397 0 0 0 0 89
ASE_00135 0.00 0.00 0.00 0 63190 0 0 0 0 109
ASE_00136 0.00 0.00 0.00 0 48205 0 0 0 0 92
ASE_00137 0.00 0.00 0.00 0 48516 0 0 0 0 98
ASE_00138 0.22 0.05 1.00 4 40466 0 0 0 0 77
ASE_00140 0.35 0.14 0.86 18 70855 3 0 3 0 107
ASE_00142 0.41 0.17 0.95 21 67139 1 1 0 0 101
ASE_00146 0.40 0.18 0.92 22 70852 2 0 2 0 102
ASE_00153 0.00 0.00 0.00 0 57626 4 1 3 0 73
ASE_00163 0.17 0.04 0.67 4 53295 2 0 2 0 89
ASE_00165 0.00 0.00 0.00 0 52975 0 0 0 0 101
ASE_00170 0.52 0.27 1.00 25 48803 1 0 0 1 68
ASE_00171 0.00 0.00 0.00 0 48512 4 0 4 0 94
ASE_00172 0.27 0.08 1.00 8 58988 0 0 0 0 98
ASE_00174 0.00 0.00 0.00 0 61075 0 0 0 0 109
ASE_00175 0.20 0.05 0.83 5 60025 2 0 1 1 102
ASE_00179 0.00 0.00 0.00 0 44253 0 0 0 0 84
ASE_00180 0.00 0.00 0.00 0 51360 0 0 0 0 100
ASE_00181 0.22 0.05 1.00 5 57625 0 0 0 0 101
ASE_00182 0.19 0.04 0.86 6 84248 1 0 1 0 130
ASE_00184 0.33 0.11 1.00 11 54604 1 0 0 1 91
ASE_00185 0.37 0.14 1.00 18 73518 0 0 0 0 110
ASE_00186 0.45 0.22 0.94 29 78972 7 1 1 5 103
ASE_00190 0.29 0.11 0.77 10 45438 6 0 3 3 80
ASE_00197 0.33 0.12 0.94 17 89235 5 1 0 4 128
ASE_00203 0.35 0.13 1.00 12 46653 0 0 0 0 84
ASE_00212 0.45 0.24 0.85 35 93920 11 1 5 5 113
ASE_00214 0.00 0.00 0.00 0 56280 0 0 0 0 103
ASE_00215 0.19 0.07 0.54 7 48503 6 0 6 0 92
ASE_00216 0.00 0.00 0.00 0 39340 0 0 0 0 82
ASE_00217 0.42 0.19 0.94 17 40452 1 1 0 0 73
ASE_00221 0.36 0.15 0.89 17 64601 2 0 2 0 100
ASE_00228 0.41 0.19 0.89 16 46953 3 0 2 1 70
ASE_00229 0.28 0.08 1.00 7 42479 0 0 0 0 80
ASE_00231 0.00 0.00 0.00 0 47895 0 0 0 0 96
ASE_00232 0.00 0.00 0.00 0 38503 0 0 0 0 84
ASE_00234 0.38 0.18 0.82 23 75438 6 0 5 1 106
ASE_00238 0.18 0.04 0.71 5 64254 2 0 2 0 109
ASE_00241 0.00 0.00 0.00 0 43956 0 0 0 0 87
ASE_00242 0.44 0.21 0.96 23 61051 1 0 1 0 89
ASE_00248 0.72 0.55 0.94 63 62414 5 0 4 1 51
ASE_00254 0.54 0.30 0.96 25 36830 1 0 1 0 57
ASE_00255 0.67 0.55 0.84 71 74606 16 1 13 2 59
ASE_00257 0.00 0.00 0.00 0 51040 0 0 0 0 97
ASE_00263 0.00 0.00 0.00 0 70500 0 0 0 0 120
ASE_00267 0.46 0.22 1.00 19 45131 1 0 0 1 69
ASE_00270 0.30 0.10 0.87 13 72375 2 0 2 0 115
ASE_00274 0.18 0.04 0.80 4 55606 1 0 1 0 99
ASE_00277 0.27 0.10 0.75 9 48193 3 0 3 0 82
ASE_00279 0.24 0.06 1.00 6 53295 0 0 0 0 95
ASE_00280 0.40 0.20 0.80 20 51978 5 0 5 0 78
ASE_00281 0.24 0.06 1.00 5 44546 1 0 0 1 83
ASE_00282 0.00 0.00 0.00 0 77815 0 0 0 0 127
ASE_00283 0.18 0.05 0.71 5 61769 3 0 2 1 102
ASE_00284 0.00 0.00 0.00 0 58311 0 0 0 0 108
ASE_00285 0.50 0.27 0.94 33 68971 3 0 2 1 89
ASE_00286 0.19 0.04 0.80 4 46660 1 0 1 0 88
ASE_00287 0.18 0.04 0.80 4 54941 1 0 1 0 99
ASE_00292 0.53 0.32 0.88 44 81760 7 1 5 1 94
ASE_00294 0.47 0.22 0.97 38 114442 1 1 0 0 133
ASE_00296 0.42 0.20 0.88 29 91773 5 1 3 1 116
ASE_00297 0.00 0.00 0.00 0 52975 0 0 0 0 98
ASE_00298 0.00 0.00 0.00 0 67528 0 0 0 0 113
ASE_00318 0.55 0.32 0.95 38 80160 4 0 2 2 80
ASE_00328 0.73 0.55 0.97 62 72707 8 0 2 6 50
ASE_00332 0.49 0.25 0.95 35 81773 3 0 2 1 103
ASE_00335 0.65 0.46 0.93 53 75409 9 0 4 5 63
ASE_00340 0.00 0.00 0.00 0 46056 3 0 0 3 85
ASE_00342 0.45 0.21 0.96 24 62456 1 1 0 0 91
ASE_00353 0.00 0.00 0.00 0 57970 0 0 0 0 107
ASE_00361 0.18 0.03 1.00 4 75462 0 0 0 0 123
ASE_00362 0.23 0.05 1.00 5 48200 1 0 0 1 86
ASE_00363 0.33 0.12 0.92 11 51348 2 0 1 1 83
ASE_00364 0.00 0.00 0.00 0 54285 0 0 0 0 105
ASE_00366 0.23 0.08 0.67 8 58641 4 0 4 0 90
ASE_00367 0.00 0.00 0.00 0 43071 0 0 0 0 86
ASE_00369 0.00 0.00 0.00 0 55945 0 0 0 0 107
ASE_00370 0.00 0.00 0.00 0 41905 0 0 0 0 84
ASE_00372 0.18 0.04 0.80 4 51998 1 0 1 0 96
ASE_00374 0.00 0.00 0.00 0 44850 0 0 0 0 88
ASE_00376 0.16 0.04 0.67 4 56947 2 0 2 0 101
ASE_00377 0.24 0.07 0.80 8 57620 3 0 2 1 99
ASE_00379 0.24 0.06 1.00 5 46051 0 0 0 0 84
ASE_00382 0.00 0.00 0.00 0 41905 0 0 0 0 84
ASE_00383 0.19 0.04 1.00 4 54611 0 0 0 0 101
ASE_00384 0.00 0.00 0.00 0 48516 0 0 0 0 92
ASE_00386 0.00 0.00 0.00 0 50403 0 0 0 0 96
ASE_00387 0.00 0.00 0.00 0 55945 0 0 0 0 104
ASE_00388 0.44 0.20 0.95 18 45734 2 0 1 1 71
ASE_00390 0.00 0.00 0.00 0 42195 0 0 0 0 85
ASE_00393 0.39 0.16 0.94 15 47879 1 0 1 0 78
ASE_00394 0.00 0.00 0.00 0 46971 0 0 0 0 93
ASE_00395 0.24 0.06 1.00 5 41611 1 0 0 1 79
ASE_00396 0.36 0.14 0.92 12 41603 1 0 1 0 71
ASE_00397 0.00 0.00 0.00 0 54615 0 0 0 0 105
ASE_00398 0.43 0.18 1.00 19 55926 1 0 0 1 85
ASE_00400 0.54 0.31 0.94 33 57935 2 0 2 0 73
ASE_00401 0.15 0.03 0.67 4 77022 2 0 2 0 122
ASE_00402 0.00 0.00 0.00 0 42486 0 0 0 0 85
ASE_00403 0.00 0.00 0.00 0 55945 0 0 0 0 107
ASE_00404 0.00 0.00 0.00 0 43071 0 0 0 0 85
ASE_00406 0.44 0.23 0.85 22 48802 7 0 4 3 72
ASE_00411 0.41 0.22 0.74 20 49428 8 0 7 1 69
ASE_00412 0.19 0.08 0.47 8 58294 10 0 9 1 97
ASE_00413 0.33 0.12 0.91 10 44540 1 0 1 0 71
ASE_00415 0.16 0.04 0.67 4 54940 2 0 2 0 99
ASE_00416 0.40 0.18 0.88 23 77395 6 1 2 3 104
ASE_00419 0.39 0.16 1.00 16 54930 1 0 0 1 87
ASE_00422 0.00 0.00 0.00 0 46971 0 0 0 0 94
ASE_00423 0.57 0.37 0.89 40 56908 6 1 4 1 69
ASE_00428 0.43 0.19 0.96 24 76611 2 1 0 1 101
ASE_00430 0.49 0.24 1.00 23 46948 0 0 0 0 74
ASE_00437 0.22 0.10 0.52 13 79376 12 1 11 0 122
ASE_00441 0.41 0.17 1.00 19 64242 0 0 0 0 93
ASE_00448 0.55 0.33 0.93 37 64221 8 1 2 5 75
ASE_00451 0.47 0.24 0.91 30 70843 3 1 2 0 95
CRW_00024 0.74 0.59 0.94 270 1085313 35 5 13 17 188
CRW_00034 0.56 0.35 0.90 166 1142131 28 4 15 9 308
CRW_00048 0.62 0.43 0.91 202 1170992 29 3 18 8 268
CRW_00054 0.62 0.42 0.91 191 1107607 23 4 14 5 265
CRW_00059 0.64 0.43 0.95 204 1172532 17 3 7 7 269
CRW_00061 0.63 0.42 0.94 199 1181742 19 2 10 7 277
CRW_00068 0.69 0.51 0.94 234 1109056 28 2 13 13 223
CRW_00096 0.62 0.43 0.92 198 1178664 29 0 18 11 267
CRW_00140 0.71 0.53 0.95 246 1136018 21 2 12 7 217
CRW_00141 0.64 0.43 0.93 207 1201802 26 4 12 10 269
CRW_00150 0.66 0.46 0.95 216 1152694 16 3 8 5 250
CRW_00152 0.69 0.52 0.92 244 1180151 26 4 17 5 227
CRW_00166 0.64 0.44 0.93 207 1190974 24 0 15 9 261
CRW_00173 0.56 0.36 0.89 158 1082478 26 2 18 6 287
CRW_00177 0.52 0.32 0.87 149 1178708 29 3 20 6 324
CRW_00196 0.64 0.43 0.96 204 1208022 12 2 7 3 271
CRW_00230 0.66 0.47 0.93 227 1198681 28 3 15 10 251
CRW_00245 0.65 0.45 0.93 205 1106108 20 3 12 5 248
CRW_00248 0.56 0.35 0.91 168 1218956 27 4 13 10 316
CRW_00250 0.68 0.50 0.91 241 1198660 33 4 21 8 237
CRW_00256 0.64 0.43 0.97 200 1192533 11 3 4 4 268
CRW_00270 0.66 0.47 0.93 212 1112057 22 4 13 5 243
CRW_00271 0.62 0.41 0.94 191 1122548 17 3 9 5 271
CRW_00273 0.57 0.35 0.92 156 1085431 16 4 10 2 290
CRW_00275 0.60 0.37 0.95 171 1115091 13 2 7 4 286
CRW_00277 0.64 0.44 0.93 201 1110578 20 3 13 4 252
CRW_00278 0.52 0.29 0.92 130 1130115 15 4 7 4 320
CRW_00279 0.68 0.51 0.92 237 1180158 31 3 18 10 227
CRW_00280 0.66 0.46 0.96 209 1118042 12 1 8 3 244
CRW_00281 0.65 0.45 0.95 209 1145120 17 2 10 5 255
CRW_00284 0.53 0.33 0.87 150 1131587 27 3 20 4 306
CRW_00285 0.62 0.41 0.93 188 1118058 18 2 12 4 270
CRW_00289 0.58 0.41 0.84 194 1189422 41 5 32 4 282
CRW_00306 0.55 0.32 0.95 146 1445697 38 0 7 31 316
CRW_00326 0.45 0.23 0.92 113 1627987 32 1 9 22 389
CRW_00358 0.49 0.25 0.96 129 1675231 29 0 5 24 378
CRW_00366 0.47 0.25 0.87 122 1579613 37 1 17 19 360
CRW_00371 0.48 0.29 0.81 143 1611733 59 1 33 25 353
CRW_00372 0.44 0.23 0.84 117 1626166 46 2 21 23 381
CRW_00379 0.49 0.26 0.93 140 2126802 50 1 10 39 394
CRW_00386 0.30 0.13 0.71 67 1751161 53 2 26 25 448
CRW_00411 0.39 0.19 0.81 94 1615387 42 0 22 20 402
CRW_00414 0.38 0.19 0.74 96 1666095 60 1 33 26 399
CRW_00466 0.62 0.42 0.91 192 1116554 28 4 15 9 266
CRW_00589 0.58 0.35 0.97 156 1094299 10 0 5 5 289
CRW_00590 0.55 0.33 0.93 148 1119597 15 1 10 4 304
CRW_00591 0.66 0.46 0.93 206 1098682 26 1 14 11 240
CRW_00759 0.39 0.19 0.79 93 1637028 51 3 21 27 388
CRW_00772 0.48 0.30 0.77 122 945842 42 3 33 6 282
CRW_00789 0.61 0.43 0.88 191 1137570 34 1 24 9 256
CRW_00795 0.59 0.38 0.90 150 1152755 40 0 16 24 244
CRW_00849 0.62 0.42 0.92 196 1118046 27 3 15 9 274
CRW_00997 0.60 0.39 0.93 181 1136084 19 3 10 6 283
CRW_01153 0.44 0.25 0.76 126 1606363 56 1 38 17 377
CRW_01171 0.47 0.25 0.90 125 1593866 44 0 14 30 381
PDB_00703 0.60 0.40 0.92 196 1073633 28 3 13 12 299
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_00854 0.62 0.41 0.95 218 1500548 29 3 9 17 317
PDB_01020 0.86 0.74 1.00 17 2261 1 0 0 1 6
PDB_01073 0.75 0.56 1.00 19 4352 1 0 0 1 15
PDB_01088 0.59 0.38 0.92 206 1471246 35 2 16 17 341
PDB_01103 0.62 0.40 0.96 226 1606292 20 3 7 10 336
PDB_01105 0.58 0.36 0.94 192 1433767 24 1 11 12 348
PDB_01120 0.62 0.41 0.93 216 1204895 30 4 13 13 311
PDB_01273 0.66 0.48 0.92 234 1118007 37 4 15 18 257
RFA_00599 0.00 0.00 0.00 0 101475 0 0 0 0 111
RFA_00601 0.00 0.00 0.00 0 99235 0 0 0 0 114
RFA_00602 0.00 0.00 0.00 0 101475 0 0 0 0 116

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