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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CentroidAlifold(seed) RNASLOpt
MCC 0.708 > 0.475
Average MCC ± 95% Confidence Intervals 0.705 ± 0.015 > 0.468 ± 0.018
Sensitivity 0.538 > 0.437
Positive Predictive Value 0.932 > 0.518
Total TP 12270 > 9957
Total TN 12662754 > 12656679
Total FP 1095 < 10104
Total FP CONTRA 126 < 1076
Total FP INCONS 767 < 8205
Total FP COMP 202 < 823
Total FN 10520 < 12833
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidAlifold(seed) 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 CentroidAlifold(seed) 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 CentroidAlifold(seed) and RNASLOpt).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(seed) 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 CentroidAlifold(seed) and RNASLOpt).

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

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

Total Base Pair Counts
Total TP 12270
Total TN 12662754
Total FP 1095
Total FP CONTRA 126
Total FP INCONS 767
Total FP COMP 202
Total FN 10520
Total Scores
MCC 0.708
Average MCC ± 95% Confidence Intervals 0.705 ± 0.015
Sensitivity 0.538
Positive Predictive Value 0.932
Nr of predictions 228

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.81 0.65 1.00 49 34142 0 0 0 0 26
ASE_00002 0.82 0.67 1.00 49 35462 0 0 0 0 24
ASE_00004 0.61 0.45 0.83 44 47842 9 0 9 0 53
ASE_00005 0.75 0.57 0.97 67 57901 2 0 2 0 50
ASE_00006 0.58 0.44 0.76 41 47532 13 0 13 0 52
ASE_00007 0.83 0.71 0.98 78 59605 2 0 2 0 32
ASE_00009 0.79 0.67 0.94 45 26058 3 0 3 0 22
ASE_00012 0.75 0.59 0.95 73 73843 7 1 3 3 50
ASE_00014 0.74 0.58 0.95 61 54221 3 0 3 0 45
ASE_00017 0.79 0.69 0.90 44 50991 5 1 4 0 20
ASE_00020 0.63 0.43 0.93 54 73862 4 3 1 0 72
ASE_00025 0.69 0.58 0.84 41 78557 8 1 7 0 30
ASE_00026 0.80 0.67 0.96 74 59608 4 0 3 1 36
ASE_00033 0.80 0.65 0.99 79 64900 3 1 0 2 42
ASE_00035 0.77 0.64 0.94 75 70420 8 0 5 3 43
ASE_00036 0.75 0.58 0.99 76 75778 1 1 0 0 56
ASE_00037 0.84 0.71 1.00 78 59262 1 0 0 1 32
ASE_00038 0.74 0.54 1.00 55 53573 0 0 0 0 46
ASE_00040 0.77 0.59 1.00 79 78924 2 0 0 2 54
ASE_00041 0.77 0.64 0.92 69 57555 6 0 6 0 39
ASE_00044 0.83 0.70 1.00 73 54542 0 0 0 0 32
ASE_00046 0.73 0.62 0.86 64 50329 10 0 10 0 39
ASE_00047 0.70 0.52 0.93 68 74232 5 0 5 0 62
ASE_00052 0.75 0.63 0.91 70 61348 8 0 7 1 42
ASE_00053 0.71 0.54 0.92 72 79323 6 3 3 0 61
ASE_00064 0.77 0.60 1.00 53 45398 0 0 0 0 36
ASE_00066 0.75 0.56 1.00 73 72317 1 0 0 1 57
ASE_00068 0.54 0.38 0.78 32 37634 9 0 9 0 53
ASE_00074 0.83 0.69 1.00 82 67814 1 0 0 1 37
ASE_00076 0.69 0.48 1.00 57 68208 0 0 0 0 61
ASE_00077 0.79 0.64 0.96 55 45093 2 1 1 0 31
ASE_00078 0.83 0.69 1.00 57 43014 0 0 0 0 26
ASE_00079 0.63 0.47 0.84 47 55555 9 0 9 0 53
ASE_00080 0.45 0.30 0.66 37 71575 19 1 18 0 86
ASE_00081 0.77 0.59 1.00 57 49713 0 0 0 0 40
ASE_00082 0.66 0.43 1.00 50 70450 6 0 0 6 66
ASE_00083 0.72 0.52 1.00 57 62424 0 0 0 0 53
ASE_00084 0.75 0.57 0.98 56 53571 1 1 0 0 43
ASE_00090 0.75 0.56 1.00 57 55554 0 0 0 0 44
ASE_00092 0.70 0.50 0.98 56 63489 1 1 0 0 57
ASE_00096 0.63 0.44 0.89 51 63489 6 0 6 0 64
ASE_00099 0.82 0.67 1.00 80 64540 0 0 0 0 40
ASE_00104 0.81 0.67 0.99 80 64180 1 0 1 0 39
ASE_00105 0.55 0.40 0.76 44 64203 14 4 10 0 67
ASE_00107 0.78 0.63 0.96 80 73070 3 0 3 0 47
ASE_00108 0.79 0.70 0.90 44 46922 5 1 4 0 19
ASE_00111 0.83 0.74 0.93 42 50041 3 1 2 0 15
ASE_00112 0.50 0.34 0.71 40 75410 16 0 16 0 76
ASE_00115 0.74 0.54 1.00 55 54560 0 0 0 0 46
ASE_00116 0.86 0.76 0.98 50 31575 1 0 1 0 16
ASE_00118 0.68 0.49 0.94 50 60673 4 1 2 1 52
ASE_00119 0.66 0.44 0.98 48 62786 1 1 0 0 60
ASE_00120 0.79 0.64 0.98 60 46910 2 0 1 1 34
ASE_00121 0.81 0.66 0.98 61 45088 1 0 1 0 31
ASE_00122 0.80 0.64 1.00 56 43309 1 0 0 1 32
ASE_00123 0.68 0.48 0.95 41 38460 2 0 2 0 44
ASE_00125 0.67 0.47 0.95 41 39297 2 0 2 0 47
ASE_00128 0.73 0.54 1.00 54 53247 0 0 0 0 46
ASE_00129 0.71 0.50 1.00 56 62779 0 0 0 0 55
ASE_00131 0.65 0.44 0.97 37 39302 1 1 0 0 48
ASE_00132 0.76 0.59 0.98 56 50346 1 1 0 0 39
ASE_00134 0.69 0.54 0.89 51 50346 6 0 6 0 44
ASE_00135 0.53 0.39 0.74 42 63133 15 0 15 0 67
ASE_00136 0.75 0.59 0.95 54 48148 3 0 3 0 38
ASE_00137 0.70 0.53 0.93 52 48460 4 0 4 0 46
ASE_00138 0.79 0.63 1.00 51 40419 0 0 0 0 30
ASE_00139 0.73 0.54 1.00 56 54229 0 0 0 0 48
ASE_00140 0.64 0.43 0.95 54 70819 3 3 0 0 71
ASE_00142 0.77 0.61 0.97 75 67084 4 0 2 2 47
ASE_00145 0.77 0.59 1.00 66 70059 0 0 0 0 45
ASE_00146 0.78 0.62 0.97 77 70797 2 0 2 0 47
ASE_00151 0.80 0.70 0.92 69 51928 6 5 1 0 29
ASE_00153 0.67 0.53 0.85 39 57584 7 1 6 0 34
ASE_00154 0.75 0.59 0.95 63 65275 3 0 3 0 44
ASE_00163 0.77 0.59 1.00 55 53246 0 0 0 0 38
ASE_00165 0.69 0.50 0.94 51 52921 4 1 2 1 50
ASE_00168 0.79 0.69 0.90 44 60677 5 1 4 0 20
ASE_00169 0.65 0.48 0.88 51 57233 7 1 6 0 56
ASE_00170 0.78 0.60 1.00 56 48772 0 0 0 0 37
ASE_00171 0.76 0.59 1.00 55 48461 1 0 0 1 39
ASE_00172 0.72 0.53 0.98 56 58939 1 1 0 0 50
ASE_00174 0.60 0.43 0.82 47 61018 10 1 9 0 62
ASE_00175 0.71 0.51 0.98 55 59975 1 1 0 0 52
ASE_00176 0.71 0.50 1.00 55 59976 0 0 0 0 55
ASE_00179 0.79 0.63 0.98 53 44199 2 0 1 1 31
ASE_00180 0.73 0.54 0.98 54 51305 1 1 0 0 46
ASE_00181 0.71 0.52 0.96 55 57573 3 2 0 1 51
ASE_00184 0.75 0.56 1.00 57 54558 0 0 0 0 45
ASE_00185 0.64 0.41 0.98 53 73482 1 1 0 0 75
ASE_00186 0.66 0.51 0.86 67 78925 14 0 11 3 65
ASE_00187 0.69 0.51 0.92 59 68571 5 1 4 0 56
ASE_00189 0.76 0.62 0.94 63 63123 8 0 4 4 39
ASE_00190 0.74 0.54 1.00 49 45402 3 0 0 3 41
ASE_00194 0.72 0.53 0.97 63 73471 7 0 2 5 56
ASE_00196 0.82 0.69 0.96 52 31572 2 0 2 0 23
ASE_00203 0.72 0.55 0.93 53 46608 4 2 2 0 43
ASE_00204 0.73 0.55 0.97 62 67832 7 1 1 5 50
ASE_00205 0.82 0.67 1.00 60 45996 1 0 0 1 30
ASE_00209 0.83 0.69 0.98 61 43009 1 0 1 0 27
ASE_00210 0.74 0.65 0.86 42 27212 9 0 7 2 23
ASE_00213 0.83 0.71 0.98 47 27213 3 0 1 2 19
ASE_00214 0.73 0.54 0.98 56 56223 2 1 0 1 47
ASE_00215 0.51 0.32 0.82 32 48477 7 0 7 0 67
ASE_00216 0.81 0.66 1.00 54 39286 0 0 0 0 28
ASE_00217 0.82 0.67 1.00 60 40410 1 0 0 1 30
ASE_00221 0.83 0.70 0.99 82 64537 1 0 1 0 35
ASE_00227 0.57 0.43 0.76 57 78928 18 0 18 0 76
ASE_00228 0.72 0.57 0.91 49 46917 6 3 2 1 37
ASE_00229 0.78 0.61 1.00 53 42433 2 0 0 2 34
ASE_00231 0.59 0.45 0.78 43 47840 12 0 12 0 53
ASE_00232 0.81 0.65 1.00 55 38448 0 0 0 0 29
ASE_00234 0.64 0.43 0.95 55 75408 3 3 0 0 74
ASE_00237 0.83 0.73 0.93 41 45709 3 1 2 0 15
ASE_00238 0.61 0.44 0.86 50 64203 8 2 6 0 64
ASE_00240 0.62 0.48 0.79 45 46608 12 0 12 0 48
ASE_00241 0.79 0.64 0.98 56 43899 1 0 1 0 31
ASE_00242 0.85 0.72 1.00 81 60994 1 0 0 1 31
ASE_00246 0.79 0.67 0.92 45 48156 4 1 3 0 22
ASE_00247 0.79 0.69 0.90 44 54236 5 1 4 0 20
ASE_00248 0.84 0.71 1.00 81 62400 1 0 0 1 33
ASE_00250 0.72 0.56 0.91 74 78922 8 1 6 1 57
ASE_00254 0.81 0.66 1.00 54 36802 0 0 0 0 28
ASE_00255 0.64 0.51 0.80 66 74609 16 0 16 0 64
ASE_00257 0.68 0.52 0.91 50 50985 5 1 4 0 47
ASE_00263 0.68 0.47 0.98 56 70443 1 1 0 0 64
ASE_00264 0.58 0.40 0.85 40 49094 8 0 7 1 60
ASE_00267 0.80 0.64 1.00 56 45094 0 0 0 0 32
ASE_00270 0.55 0.34 0.90 43 72342 6 0 5 1 85
ASE_00274 0.71 0.53 0.95 55 55553 3 3 0 0 48
ASE_00277 0.73 0.57 0.93 52 48149 4 3 1 0 39
ASE_00279 0.73 0.54 0.98 55 53245 1 0 1 0 46
ASE_00280 0.74 0.57 0.97 56 51945 2 1 1 0 42
ASE_00281 0.78 0.63 0.98 55 44495 1 0 1 0 33
ASE_00282 0.66 0.45 0.98 57 77757 1 1 0 0 70
ASE_00283 0.72 0.52 0.98 56 61719 1 0 1 0 51
ASE_00284 0.72 0.53 0.98 57 58253 1 1 0 0 51
ASE_00285 0.68 0.47 1.00 57 68949 0 0 0 0 65
ASE_00286 0.78 0.61 1.00 56 46609 0 0 0 0 36
ASE_00287 0.67 0.50 0.89 51 54889 6 0 6 0 52
ASE_00288 0.75 0.58 0.96 54 46000 2 2 0 0 39
ASE_00295 0.77 0.59 1.00 77 73843 0 0 0 0 54
ASE_00297 0.61 0.45 0.83 44 52922 9 2 7 0 54
ASE_00298 0.70 0.50 0.98 56 67471 1 1 0 0 57
ASE_00299 0.55 0.44 0.70 44 49392 19 0 19 0 56
ASE_00313 0.50 0.34 0.75 30 62441 14 2 8 4 59
ASE_00327 0.61 0.43 0.86 38 57247 11 0 6 5 51
ASE_00328 0.83 0.70 1.00 78 72693 5 0 0 5 34
ASE_00330 0.66 0.48 0.91 43 56233 5 0 4 1 47
ASE_00335 0.81 0.66 1.00 77 75389 7 0 0 7 39
ASE_00337 0.57 0.44 0.76 31 39299 18 0 10 8 40
ASE_00338 0.51 0.33 0.80 32 66390 8 0 8 0 66
ASE_00340 0.73 0.56 0.94 48 46005 7 0 3 4 37
ASE_00342 0.84 0.71 1.00 82 62399 0 0 0 0 33
ASE_00346 0.61 0.49 0.75 48 48141 16 0 16 0 49
ASE_00353 0.72 0.52 0.98 56 57913 2 1 0 1 51
ASE_00359 0.77 0.61 0.98 49 42728 2 0 1 1 31
ASE_00360 0.87 0.77 0.98 50 29352 1 0 1 0 15
ASE_00361 0.65 0.43 0.98 55 75410 1 1 0 0 72
ASE_00362 0.78 0.62 1.00 56 48149 1 0 0 1 35
ASE_00363 0.70 0.54 0.89 51 51303 6 0 6 0 43
ASE_00364 0.66 0.49 0.89 51 54228 6 1 5 0 54
ASE_00366 0.69 0.53 0.90 52 58595 6 2 4 0 46
ASE_00367 0.81 0.65 1.00 56 43015 1 0 0 1 30
ASE_00369 0.73 0.53 1.00 57 55888 0 0 0 0 50
ASE_00370 0.78 0.62 0.98 52 41852 1 0 1 0 32
ASE_00372 0.73 0.54 0.98 54 51948 1 0 1 0 46
ASE_00374 0.78 0.60 1.00 53 44797 0 0 0 0 35
ASE_00375 0.71 0.51 1.00 56 60322 1 0 0 1 54
ASE_00376 0.68 0.50 0.93 53 56896 4 0 4 0 52
ASE_00377 0.67 0.50 0.91 53 57572 5 1 4 0 54
ASE_00379 0.79 0.63 1.00 56 46000 1 0 0 1 33
ASE_00380 0.75 0.57 1.00 56 54890 0 0 0 0 43
ASE_00382 0.80 0.64 1.00 54 41851 1 0 0 1 30
ASE_00383 0.74 0.54 1.00 57 54558 0 0 0 0 48
ASE_00384 0.78 0.61 1.00 56 48460 0 0 0 0 36
ASE_00385 0.71 0.56 0.90 45 41855 5 0 5 0 36
ASE_00386 0.77 0.59 1.00 57 50346 0 0 0 0 39
ASE_00387 0.63 0.46 0.87 48 55890 7 0 7 0 56
ASE_00388 0.77 0.60 1.00 53 45700 1 0 0 1 36
ASE_00390 0.78 0.62 0.98 53 42141 1 0 1 0 32
ASE_00393 0.71 0.56 0.91 52 47838 5 0 5 0 41
ASE_00394 0.76 0.58 1.00 54 46917 0 0 0 0 39
ASE_00395 0.80 0.64 1.00 54 41562 0 0 0 0 30
ASE_00396 0.81 0.65 1.00 54 41562 0 0 0 0 29
ASE_00397 0.74 0.54 1.00 57 54558 0 0 0 0 48
ASE_00398 0.72 0.52 1.00 54 55891 0 0 0 0 50
ASE_00400 0.72 0.52 1.00 55 57915 1 0 0 1 51
ASE_00401 0.62 0.40 0.96 50 76976 2 1 1 0 76
ASE_00402 0.80 0.65 1.00 55 42431 0 0 0 0 30
ASE_00403 0.73 0.53 1.00 57 55888 0 0 0 0 50
ASE_00404 0.80 0.65 1.00 55 43016 1 0 0 1 30
ASE_00406 0.78 0.61 1.00 57 48771 0 0 0 0 37
ASE_00411 0.67 0.55 0.82 49 49395 11 5 6 0 40
ASE_00412 0.63 0.47 0.84 49 58253 9 2 7 0 56
ASE_00413 0.72 0.57 0.90 46 44500 7 2 3 2 35
ASE_00414 0.58 0.44 0.76 42 46305 13 3 10 0 53
ASE_00415 0.57 0.40 0.80 41 54895 10 0 10 0 62
ASE_00416 0.76 0.61 0.94 78 77338 5 1 4 0 49
ASE_00417 0.80 0.65 0.98 65 54549 1 0 1 0 35
ASE_00418 0.81 0.67 0.98 50 38730 1 0 1 0 25
ASE_00419 0.67 0.50 0.89 51 54889 6 2 4 0 52
ASE_00422 0.74 0.57 0.96 54 46915 3 0 2 1 40
ASE_00423 0.77 0.64 0.93 70 56878 6 0 5 1 39
ASE_00426 0.52 0.41 0.68 44 61010 22 5 16 1 64
ASE_00428 0.77 0.62 0.94 78 76553 5 1 4 0 47
ASE_00430 0.73 0.55 0.98 53 46917 1 0 1 0 44
ASE_00431 0.56 0.44 0.71 42 46301 17 7 10 0 53
ASE_00434 0.74 0.61 0.89 67 68190 14 0 8 6 43
ASE_00437 0.52 0.40 0.67 54 79320 27 0 27 0 81
ASE_00438 0.62 0.42 0.92 49 66013 4 1 3 0 67
ASE_00441 0.65 0.44 0.96 49 64210 3 0 2 1 63
ASE_00447 0.84 0.71 1.00 82 60296 0 0 0 0 34
ASE_00448 0.81 0.69 0.95 77 64180 4 0 4 0 35
ASE_00451 0.79 0.64 0.96 80 70793 3 0 3 0 45
CRW_00016 0.36 0.20 0.65 24 77384 16 1 12 3 96
CRW_00610 0.51 0.33 0.77 27 36280 11 1 7 3 54
CRW_00613 0.48 0.32 0.71 25 34945 14 0 10 4 53
CRW_00618 0.41 0.28 0.61 17 56252 12 3 8 1 44
CRW_00633 0.31 0.17 0.58 18 63515 14 2 11 1 88
CRW_00634 0.35 0.20 0.61 19 64589 20 1 11 8 75
CRW_00670 0.49 0.28 0.89 33 70088 8 0 4 4 87
CRW_00671 0.50 0.28 0.89 33 62798 8 0 4 4 84
CRW_00672 0.51 0.30 0.89 33 72353 8 0 4 4 78
CRW_00692 0.39 0.22 0.69 20 68606 20 0 9 11 70
PDB_00827 0.58 0.40 0.84 32 26990 6 1 5 0 49
PDB_00919 0.49 0.35 0.69 36 44201 18 0 16 2 67
TMR_00173 0.12 0.07 0.19 3 42179 23 0 13 10 39
TMR_00601 0.51 0.38 0.70 16 58973 33 2 5 26 26

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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 9957
Total TN 12656679
Total FP 10104
Total FP CONTRA 1076
Total FP INCONS 8205
Total FP COMP 823
Total FN 12833
Total Scores
MCC 0.475
Average MCC ± 95% Confidence Intervals 0.468 ± 0.018
Sensitivity 0.437
Positive Predictive Value 0.518
Nr of predictions 228

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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_00001 0.55 0.49 0.61 37 34130 30 3 21 6 38
ASE_00002 0.64 0.58 0.71 42 35452 20 2 15 3 31
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_00009 0.44 0.40 0.47 27 26049 30 3 27 0 40
ASE_00012 0.48 0.44 0.52 54 73817 52 8 41 3 69
ASE_00014 0.59 0.54 0.64 57 54196 33 3 29 1 49
ASE_00017 0.24 0.25 0.24 16 50973 67 12 39 16 48
ASE_00020 0.58 0.52 0.65 65 73820 35 3 32 0 61
ASE_00025 0.22 0.23 0.21 16 78531 110 8 51 51 55
ASE_00026 0.54 0.51 0.57 56 59586 46 9 34 3 54
ASE_00033 0.60 0.53 0.69 64 64887 31 3 26 2 57
ASE_00035 0.32 0.29 0.36 34 70406 64 4 56 4 84
ASE_00036 0.49 0.45 0.54 60 75744 54 6 45 3 72
ASE_00037 0.28 0.24 0.33 26 59260 54 3 51 0 84
ASE_00038 0.39 0.37 0.41 37 53538 54 9 44 1 64
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_00046 0.29 0.25 0.35 26 50328 50 8 41 1 77
ASE_00047 0.40 0.37 0.44 48 74196 61 1 60 0 82
ASE_00052 0.46 0.43 0.51 48 61330 50 14 33 3 64
ASE_00053 0.60 0.55 0.65 73 79289 42 5 34 3 60
ASE_00064 0.49 0.46 0.52 41 45372 43 4 34 5 48
ASE_00066 0.60 0.52 0.69 68 72292 30 1 29 0 62
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_00076 0.60 0.54 0.67 64 68169 33 5 27 1 54
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_00079 0.63 0.56 0.70 56 55531 26 3 21 2 44
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_00096 0.61 0.57 0.64 66 63443 38 0 37 1 49
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_00108 0.19 0.21 0.17 13 46894 76 16 48 12 50
ASE_00111 0.19 0.25 0.16 14 49996 84 33 43 8 43
ASE_00112 0.69 0.60 0.79 70 75377 25 4 15 6 46
ASE_00115 0.59 0.57 0.61 58 54520 42 6 31 5 43
ASE_00116 0.24 0.21 0.29 14 31577 35 3 32 0 52
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_00120 0.68 0.63 0.75 59 46892 20 4 16 0 35
ASE_00121 0.46 0.42 0.50 39 45072 39 6 33 0 53
ASE_00122 0.58 0.53 0.63 47 43290 28 1 27 0 41
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_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_00132 0.60 0.54 0.68 51 50328 25 4 20 1 44
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_00139 0.62 0.56 0.68 58 54200 30 3 24 3 46
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_00145 0.45 0.40 0.51 44 70039 45 1 41 3 67
ASE_00146 0.51 0.45 0.58 56 70779 43 5 36 2 68
ASE_00151 0.33 0.30 0.37 29 51925 49 7 42 0 69
ASE_00153 0.49 0.53 0.46 39 57545 68 15 31 22 34
ASE_00154 0.41 0.36 0.45 39 65255 48 3 44 1 68
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_00168 0.17 0.19 0.15 12 60647 82 18 49 15 52
ASE_00169 0.52 0.49 0.57 52 57199 40 3 37 0 55
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_00176 0.58 0.51 0.66 56 59946 30 4 25 1 54
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_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_00187 0.46 0.43 0.50 49 68537 52 7 42 3 66
ASE_00189 0.26 0.24 0.28 24 63105 62 13 48 1 78
ASE_00190 0.52 0.48 0.57 43 45375 39 1 32 6 47
ASE_00194 0.63 0.57 0.70 68 73439 33 3 26 4 51
ASE_00196 0.41 0.37 0.46 28 31565 36 2 31 3 47
ASE_00203 0.68 0.61 0.76 59 46587 20 2 17 1 37
ASE_00204 0.58 0.54 0.63 60 67800 41 6 30 5 52
ASE_00205 0.43 0.41 0.46 37 45975 47 6 38 3 53
ASE_00209 0.50 0.42 0.59 37 43008 26 2 24 0 51
ASE_00210 0.36 0.34 0.38 22 27203 38 4 32 2 43
ASE_00213 0.21 0.18 0.24 12 27210 41 2 37 2 54
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_00227 0.33 0.29 0.38 38 78903 62 6 56 0 95
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_00237 0.08 0.09 0.07 5 45686 74 20 42 12 51
ASE_00238 0.39 0.38 0.41 43 64155 65 4 59 2 71
ASE_00240 0.23 0.20 0.25 19 46590 56 3 53 0 74
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_00246 0.47 0.43 0.52 29 48149 48 1 26 21 38
ASE_00247 0.17 0.19 0.16 12 54209 84 22 42 20 52
ASE_00248 0.31 0.28 0.34 32 62388 62 1 60 1 82
ASE_00250 0.64 0.59 0.70 77 78893 36 5 28 3 54
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_00264 0.45 0.43 0.47 43 49050 53 6 42 5 57
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_00277 0.28 0.25 0.32 23 48132 50 8 42 0 68
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_00288 0.50 0.44 0.57 41 45984 31 2 29 0 52
ASE_00295 0.52 0.46 0.58 60 73817 45 9 34 2 71
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_00299 0.66 0.61 0.73 61 49371 26 2 21 3 39
ASE_00313 0.48 0.47 0.49 42 62395 60 9 35 16 47
ASE_00327 0.37 0.36 0.38 32 57206 57 17 36 4 57
ASE_00328 0.58 0.54 0.63 60 72676 39 5 30 4 52
ASE_00330 0.43 0.42 0.43 38 56192 59 10 40 9 52
ASE_00335 0.55 0.51 0.59 59 75366 48 3 38 7 57
ASE_00337 0.40 0.39 0.40 28 39270 53 4 38 11 43
ASE_00338 0.61 0.58 0.64 57 66341 50 9 23 18 41
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_00346 0.53 0.47 0.61 46 48129 32 3 27 2 51
ASE_00353 0.45 0.43 0.47 46 57872 52 8 44 0 61
ASE_00359 0.51 0.46 0.57 37 42713 28 2 26 0 43
ASE_00360 0.43 0.38 0.49 25 29352 26 7 19 0 40
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_00370 0.57 0.51 0.63 43 41837 26 1 24 1 41
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_00375 0.65 0.58 0.72 64 60289 26 2 23 1 46
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_00379 0.44 0.39 0.49 35 45984 45 2 35 8 54
ASE_00380 0.47 0.45 0.49 45 54855 53 1 45 7 54
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_00385 0.45 0.38 0.53 31 41846 29 6 22 1 50
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_00414 0.30 0.28 0.33 27 46277 59 4 52 3 68
ASE_00415 0.52 0.48 0.58 49 54861 39 2 34 3 54
ASE_00416 0.49 0.45 0.54 57 77315 53 4 45 4 70
ASE_00417 0.43 0.41 0.45 41 54523 53 4 47 2 59
ASE_00418 0.07 0.07 0.07 5 38710 68 4 62 2 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_00426 0.43 0.42 0.45 45 60976 54 11 43 0 63
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_00431 0.41 0.37 0.46 35 46284 44 4 37 3 60
ASE_00434 0.64 0.61 0.68 67 68167 39 9 22 8 43
ASE_00437 0.40 0.36 0.45 48 79294 60 3 56 1 87
ASE_00438 0.42 0.36 0.48 42 65979 46 3 42 1 74
ASE_00441 0.55 0.49 0.62 55 64172 34 3 31 0 57
ASE_00447 0.63 0.58 0.69 67 60281 34 2 28 4 49
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
CRW_00016 0.48 0.45 0.52 54 77317 58 5 45 8 66
CRW_00610 0.06 0.06 0.07 5 36246 64 9 55 0 76
CRW_00613 0.59 0.50 0.70 39 34924 24 1 16 7 39
CRW_00618 0.21 0.21 0.21 13 56218 62 6 43 13 48
CRW_00633 0.50 0.49 0.51 52 63444 52 5 45 2 54
CRW_00634 0.50 0.50 0.51 47 64527 48 11 35 2 47
CRW_00670 0.45 0.43 0.47 52 70015 58 8 50 0 68
CRW_00671 0.60 0.53 0.68 62 62744 32 2 27 3 55
CRW_00672 0.43 0.41 0.45 45 72291 57 6 48 3 66
CRW_00692 0.33 0.34 0.33 31 68540 77 20 44 13 59
PDB_00827 0.74 0.60 0.91 49 26974 7 0 5 2 32
PDB_00919 0.37 0.33 0.41 34 44171 50 5 43 2 69
TMR_00173 0.32 0.36 0.29 15 42143 57 14 23 20 27
TMR_00601 0.27 0.29 0.25 12 58948 80 10 26 44 30

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