CompaRNA - on-line benchmarks of RNA structure prediction methods
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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 Vsfold5 - scored lower in this pairwise comparison

  5. Compile and download dataset for CentroidAlifold(seed) & Vsfold5 [.zip] - may take several seconds...


Overview

Metric CentroidAlifold(seed) Vsfold5
MCC 0.697 > 0.378
Average MCC ± 95% Confidence Intervals 0.694 ± 0.015 > 0.368 ± 0.017
Sensitivity 0.527 > 0.348
Positive Predictive Value 0.921 > 0.413
Total TP 13799 > 9119
Total TN 14945513 > 14938419
Total FP 1442 < 13878
Total FP CONTRA 166 < 1432
Total FP INCONS 1012 < 11520
Total FP COMP 264 < 926
Total FN 12380 < 17060
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CentroidAlifold(seed) and Vsfold5. 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 Vsfold5).

  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 Vsfold5).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CentroidAlifold(seed) and Vsfold5. 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 Vsfold5).

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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 13799
Total TN 14945513
Total FP 1442
Total FP CONTRA 166
Total FP INCONS 1012
Total FP COMP 264
Total FN 12380
Total Scores
MCC 0.697
Average MCC ± 95% Confidence Intervals 0.694 ± 0.015
Sensitivity 0.527
Positive Predictive Value 0.921
Nr of predictions 255

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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_00018 0.78 0.60 1.00 81 80520 0 0 0 0 53
ASE_00020 0.63 0.43 0.93 54 73862 4 3 1 0 72
ASE_00022 0.80 0.65 1.00 80 82948 5 0 0 5 44
ASE_00023 0.47 0.35 0.63 45 84184 28 8 18 2 82
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_00028 0.80 0.64 1.00 81 84585 3 0 0 3 45
ASE_00029 0.45 0.34 0.61 41 82961 30 4 22 4 81
ASE_00030 0.66 0.49 0.90 71 85412 8 0 8 0 74
ASE_00031 0.51 0.37 0.72 46 86672 18 0 18 0 80
ASE_00032 0.38 0.27 0.54 32 80141 30 1 26 3 86
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_00057 0.73 0.57 0.93 77 82132 6 2 4 0 57
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_00069 0.75 0.57 0.98 80 82946 3 0 2 1 60
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_00087 0.60 0.38 0.95 54 88353 3 0 3 0 90
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_00100 0.72 0.58 0.90 44 82166 5 1 4 0 32
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_00155 0.68 0.46 1.00 66 93462 0 0 0 0 76
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_00182 0.61 0.40 0.95 54 84198 3 0 3 0 82
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_00192 0.51 0.35 0.75 47 84603 20 0 16 4 86
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_00197 0.63 0.46 0.86 67 89175 12 0 11 1 78
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_00292 0.76 0.58 1.00 80 81730 1 0 0 1 58
ASE_00295 0.77 0.59 1.00 77 73843 0 0 0 0 54
ASE_00296 0.73 0.54 0.98 79 91725 3 0 2 1 66
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_00318 0.79 0.62 1.00 73 80127 6 0 0 6 45
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_00332 0.78 0.60 1.00 83 81727 0 0 0 0 55
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_00339 0.58 0.46 0.72 55 80124 22 7 14 1 64
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_00343 0.37 0.27 0.51 31 83375 32 2 28 2 82
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_00674 0.29 0.16 0.54 20 83399 20 6 11 3 104
CRW_00676 0.35 0.17 0.69 20 93499 20 0 9 11 95
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
RFA_00598 0.72 0.63 0.81 64 84587 26 0 15 11 37
TMR_00173 0.12 0.07 0.19 3 42179 23 0 13 10 39
TMR_00357 0.37 0.26 0.52 24 82982 24 7 15 2 68
TMR_00601 0.51 0.38 0.70 16 58973 33 2 5 26 26
TMR_00696 0.44 0.30 0.65 34 85026 19 2 16 1 80

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Performance of Vsfold5 - scored lower in this pairwise comparison

1. Total counts & total scores for Vsfold5

Total Base Pair Counts
Total TP 9119
Total TN 14938419
Total FP 13878
Total FP CONTRA 1432
Total FP INCONS 11520
Total FP COMP 926
Total FN 17060
Total Scores
MCC 0.378
Average MCC ± 95% Confidence Intervals 0.368 ± 0.017
Sensitivity 0.348
Positive Predictive Value 0.413
Nr of predictions 255

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2. Individual counts for Vsfold5 [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.40 0.37 0.44 28 34127 39 6 30 3 47
ASE_00002 0.48 0.42 0.53 31 35453 31 4 23 4 42
ASE_00004 0.33 0.32 0.35 31 47807 58 8 49 1 66
ASE_00005 0.41 0.37 0.46 43 57877 54 0 50 4 74
ASE_00006 0.42 0.40 0.45 37 47504 46 4 41 1 56
ASE_00007 0.37 0.34 0.41 37 59595 57 2 51 4 73
ASE_00009 0.20 0.19 0.20 13 26042 52 0 51 1 54
ASE_00012 0.39 0.36 0.42 44 73815 66 10 51 5 79
ASE_00014 0.44 0.44 0.45 47 54180 59 8 50 1 59
ASE_00017 0.33 0.38 0.30 24 50960 69 23 33 13 40
ASE_00018 0.44 0.39 0.50 52 80497 52 2 50 0 82
ASE_00020 0.21 0.19 0.24 24 73818 80 5 73 2 102
ASE_00022 0.36 0.32 0.41 40 82930 60 4 54 2 84
ASE_00023 0.44 0.43 0.46 54 84137 66 10 54 2 73
ASE_00025 0.18 0.20 0.16 14 78520 107 25 47 35 57
ASE_00026 0.33 0.30 0.36 33 59593 61 11 48 2 77
ASE_00028 0.37 0.35 0.40 44 84557 66 4 61 1 82
ASE_00029 0.38 0.36 0.39 44 82916 68 9 59 0 78
ASE_00030 0.33 0.30 0.36 44 85369 78 7 71 0 101
ASE_00031 0.49 0.45 0.54 57 86630 50 7 42 1 69
ASE_00032 0.27 0.27 0.28 32 80084 84 13 71 0 86
ASE_00033 0.00 0.00 0.00 0 64980 0 0 0 0 121
ASE_00035 0.21 0.20 0.23 24 70394 82 8 74 0 94
ASE_00036 0.36 0.33 0.39 44 75742 70 4 65 1 88
ASE_00037 0.00 0.00 0.00 0 59340 0 0 0 0 110
ASE_00038 0.49 0.47 0.53 47 53539 43 2 40 1 54
ASE_00040 0.25 0.23 0.27 30 78892 83 5 76 2 103
ASE_00041 0.42 0.39 0.45 42 57537 51 6 45 0 66
ASE_00044 0.47 0.45 0.49 47 54519 50 6 43 1 58
ASE_00046 0.23 0.20 0.26 21 50322 61 4 56 1 82
ASE_00047 0.43 0.38 0.49 50 74203 52 4 48 0 80
ASE_00052 0.36 0.31 0.41 35 61340 51 7 43 1 77
ASE_00053 0.53 0.50 0.56 66 79284 51 9 42 0 67
ASE_00057 0.00 0.00 0.00 0 82215 0 0 0 0 134
ASE_00064 0.39 0.37 0.40 33 45369 55 1 48 6 56
ASE_00066 0.52 0.45 0.59 59 72290 45 2 39 4 71
ASE_00068 0.44 0.40 0.49 34 37605 39 2 34 3 51
ASE_00069 0.58 0.54 0.64 75 82910 44 6 37 1 65
ASE_00074 0.40 0.37 0.43 44 67793 61 0 59 2 75
ASE_00076 0.39 0.36 0.42 43 68162 60 6 54 0 75
ASE_00077 0.33 0.31 0.34 27 45071 56 4 48 4 59
ASE_00078 0.32 0.30 0.33 25 42996 55 2 48 5 58
ASE_00079 0.43 0.40 0.47 40 55525 51 3 43 5 60
ASE_00080 0.35 0.32 0.38 39 71529 63 4 59 0 84
ASE_00081 0.39 0.35 0.43 34 49691 45 1 44 0 63
ASE_00082 0.44 0.41 0.47 48 70397 63 5 50 8 68
ASE_00083 0.62 0.57 0.67 63 62387 35 5 26 4 47
ASE_00084 0.47 0.44 0.49 44 53539 50 3 42 5 55
ASE_00087 0.45 0.39 0.51 56 88301 57 3 50 4 88
ASE_00090 0.50 0.50 0.52 50 55514 50 4 43 3 51
ASE_00092 0.41 0.38 0.44 43 63448 55 8 47 0 70
ASE_00096 0.57 0.53 0.60 61 63445 40 3 37 0 54
ASE_00099 0.46 0.42 0.52 50 64523 48 2 45 1 70
ASE_00100 0.38 0.37 0.38 28 82142 96 6 39 51 48
ASE_00104 0.58 0.54 0.62 64 64158 40 3 36 1 55
ASE_00105 0.31 0.29 0.33 32 64164 67 6 59 2 79
ASE_00107 0.43 0.39 0.47 50 73046 57 5 52 0 77
ASE_00108 0.25 0.27 0.24 17 46899 79 12 43 24 46
ASE_00111 0.24 0.26 0.22 15 50018 78 13 40 25 42
ASE_00112 0.43 0.40 0.47 46 75368 53 7 45 1 70
ASE_00115 0.49 0.48 0.52 48 54522 53 3 42 8 53
ASE_00116 0.16 0.15 0.17 10 31566 51 5 45 1 56
ASE_00118 0.38 0.35 0.40 36 60637 54 4 49 1 66
ASE_00119 0.71 0.68 0.75 73 62738 28 6 18 4 35
ASE_00120 0.20 0.19 0.21 18 46885 68 5 63 0 76
ASE_00121 0.13 0.13 0.14 12 45065 75 9 64 2 80
ASE_00122 0.53 0.48 0.58 42 43293 31 0 30 1 46
ASE_00123 0.38 0.36 0.39 31 38424 52 3 45 4 54
ASE_00125 0.43 0.41 0.44 36 39259 45 5 40 0 52
ASE_00128 0.54 0.51 0.57 51 53211 43 3 36 4 49
ASE_00129 0.61 0.57 0.66 63 62740 33 7 25 1 48
ASE_00131 0.42 0.38 0.46 32 39271 42 4 33 5 53
ASE_00132 0.34 0.33 0.36 31 50316 58 8 48 2 64
ASE_00134 0.28 0.26 0.30 25 50320 62 6 52 4 70
ASE_00135 0.35 0.32 0.38 35 63097 63 3 55 5 74
ASE_00136 0.66 0.62 0.71 57 48125 31 3 20 8 35
ASE_00137 0.56 0.53 0.58 52 48427 38 1 36 1 46
ASE_00138 0.45 0.43 0.47 35 40395 42 5 35 2 46
ASE_00139 0.52 0.48 0.56 50 54196 42 1 38 3 54
ASE_00140 0.46 0.42 0.50 53 70771 52 3 49 0 72
ASE_00142 0.43 0.41 0.46 50 67053 58 7 51 0 72
ASE_00145 0.31 0.29 0.33 32 70027 67 6 60 1 79
ASE_00146 0.32 0.28 0.37 35 70782 61 1 58 2 89
ASE_00151 0.27 0.24 0.29 24 51921 58 9 49 0 74
ASE_00153 0.28 0.32 0.26 23 57540 91 12 55 24 50
ASE_00154 0.19 0.18 0.22 19 65253 70 4 65 1 88
ASE_00155 0.31 0.30 0.34 42 93403 86 7 76 3 100
ASE_00163 0.37 0.37 0.38 34 53211 63 7 49 7 59
ASE_00165 0.42 0.40 0.44 40 52884 51 4 47 0 61
ASE_00168 0.30 0.34 0.26 22 60641 87 19 44 24 42
ASE_00169 0.55 0.51 0.60 55 57199 38 4 33 1 52
ASE_00170 0.40 0.40 0.41 37 48737 54 10 44 0 56
ASE_00171 0.51 0.46 0.58 43 48442 35 5 26 4 51
ASE_00172 0.48 0.46 0.51 49 58900 47 8 39 0 57
ASE_00174 0.48 0.46 0.51 50 60977 48 1 47 0 59
ASE_00175 0.35 0.34 0.36 36 59932 65 3 60 2 71
ASE_00176 0.54 0.51 0.57 56 59932 43 1 42 0 54
ASE_00179 0.53 0.54 0.53 45 44168 41 10 30 1 39
ASE_00180 0.00 0.00 0.00 0 51360 0 0 0 0 100
ASE_00181 0.55 0.51 0.59 54 57539 41 2 35 4 52
ASE_00182 0.38 0.34 0.43 46 84149 60 5 55 0 90
ASE_00184 0.41 0.38 0.44 39 54526 55 1 49 5 63
ASE_00185 0.37 0.35 0.40 45 73423 68 6 62 0 83
ASE_00186 0.36 0.34 0.39 45 78888 72 6 64 2 87
ASE_00187 0.30 0.30 0.30 34 68523 78 11 67 0 81
ASE_00189 0.37 0.34 0.39 35 63101 55 8 46 1 67
ASE_00190 0.37 0.32 0.43 29 45384 42 2 36 4 61
ASE_00192 0.21 0.20 0.22 27 84542 99 7 90 2 106
ASE_00194 0.35 0.33 0.38 39 73432 65 15 50 0 80
ASE_00196 0.30 0.28 0.32 21 31561 48 4 40 4 54
ASE_00197 0.27 0.25 0.30 36 89132 87 7 78 2 109
ASE_00203 0.00 0.00 0.00 0 46665 0 0 0 0 96
ASE_00204 0.39 0.35 0.43 39 67805 56 13 39 4 73
ASE_00205 0.24 0.24 0.25 22 45967 68 10 57 1 68
ASE_00209 0.16 0.15 0.17 13 42993 65 5 60 0 75
ASE_00210 0.20 0.20 0.20 13 27197 53 8 43 2 52
ASE_00213 0.22 0.21 0.23 14 27200 49 10 37 2 52
ASE_00214 0.57 0.55 0.59 57 56183 47 3 37 7 46
ASE_00215 0.49 0.43 0.57 43 48440 37 6 27 4 56
ASE_00216 0.63 0.61 0.66 50 39264 27 4 22 1 32
ASE_00217 0.13 0.12 0.14 11 40394 67 2 63 2 79
ASE_00221 0.40 0.37 0.43 43 64520 57 5 52 0 74
ASE_00227 0.33 0.30 0.37 40 78896 67 6 61 0 93
ASE_00228 0.48 0.47 0.49 40 46890 41 13 28 0 46
ASE_00229 0.52 0.49 0.54 43 42407 36 8 28 0 44
ASE_00231 0.59 0.57 0.62 55 47806 34 3 31 0 41
ASE_00232 0.44 0.43 0.44 36 38422 45 7 38 0 48
ASE_00234 0.27 0.24 0.31 31 75367 68 4 64 0 98
ASE_00237 0.27 0.30 0.24 17 45681 77 14 41 22 39
ASE_00238 0.30 0.28 0.32 32 64162 67 7 60 0 82
ASE_00240 0.22 0.20 0.23 19 46584 64 2 60 2 74
ASE_00241 0.35 0.33 0.38 29 43879 52 0 48 4 58
ASE_00242 0.44 0.43 0.45 48 60969 58 11 47 0 64
ASE_00246 0.00 0.00 0.00 0 48205 0 0 0 0 67
ASE_00247 0.32 0.36 0.29 23 54206 85 15 41 29 41
ASE_00248 0.45 0.43 0.48 49 62378 57 4 50 3 65
ASE_00250 0.43 0.40 0.47 53 78890 63 9 51 3 78
ASE_00254 0.32 0.30 0.33 25 36781 55 4 46 5 57
ASE_00255 0.35 0.32 0.38 42 74579 70 12 58 0 88
ASE_00257 0.55 0.52 0.59 50 50955 35 5 30 0 47
ASE_00263 0.37 0.34 0.39 41 70396 63 6 57 0 79
ASE_00264 0.38 0.35 0.42 35 49057 50 2 47 1 65
ASE_00267 0.24 0.23 0.25 20 45070 64 6 54 4 68
ASE_00270 0.37 0.35 0.38 45 72273 73 4 68 1 83
ASE_00274 0.36 0.34 0.39 35 55522 54 8 46 0 68
ASE_00277 0.30 0.29 0.31 26 48122 57 13 44 0 65
ASE_00279 0.32 0.30 0.34 30 53214 57 6 51 0 71
ASE_00280 0.42 0.39 0.46 38 51921 45 6 38 1 60
ASE_00281 0.45 0.40 0.52 35 44484 37 3 29 5 53
ASE_00282 0.48 0.43 0.53 55 77711 55 3 46 6 72
ASE_00283 0.46 0.43 0.49 46 61683 47 10 37 0 61
ASE_00284 0.27 0.26 0.28 28 58211 73 7 65 1 80
ASE_00285 0.40 0.37 0.44 45 68903 58 1 57 0 77
ASE_00286 0.38 0.36 0.41 33 46584 50 4 44 2 59
ASE_00287 0.39 0.34 0.45 35 54868 45 1 42 2 68
ASE_00288 0.36 0.33 0.39 31 45976 50 10 39 1 62
ASE_00292 0.00 0.00 0.00 0 81810 0 0 0 0 138
ASE_00295 0.41 0.37 0.47 48 73818 54 2 52 0 83
ASE_00296 0.37 0.34 0.41 50 91683 73 5 68 0 95
ASE_00297 0.44 0.44 0.44 43 52878 54 2 52 0 55
ASE_00298 0.40 0.37 0.44 42 67432 57 4 50 3 71
ASE_00299 0.30 0.29 0.32 29 49365 64 13 48 3 71
ASE_00313 0.30 0.28 0.33 25 62405 68 10 41 17 64
ASE_00318 0.37 0.35 0.40 41 80098 66 10 51 5 77
ASE_00327 0.00 0.00 0.00 0 57291 0 0 0 0 89
ASE_00328 0.37 0.35 0.39 39 72671 67 4 57 6 73
ASE_00330 0.38 0.38 0.39 34 56193 64 9 44 11 56
ASE_00332 0.46 0.44 0.48 61 81684 66 10 55 1 77
ASE_00335 0.39 0.36 0.43 42 75368 61 6 50 5 74
ASE_00337 0.47 0.51 0.43 36 39256 56 10 38 8 35
ASE_00338 0.32 0.31 0.33 30 66340 72 13 47 12 68
ASE_00339 0.00 0.00 0.00 0 80200 0 0 0 0 119
ASE_00340 0.58 0.55 0.62 47 45980 29 13 16 0 38
ASE_00342 0.39 0.35 0.43 40 62388 54 0 53 1 75
ASE_00343 0.44 0.43 0.45 49 83328 69 11 48 10 64
ASE_00346 0.22 0.21 0.24 20 48120 66 3 62 1 77
ASE_00353 0.59 0.57 0.61 61 57870 39 6 33 0 46
ASE_00359 0.18 0.19 0.18 15 42695 69 10 58 1 65
ASE_00360 0.22 0.22 0.23 14 29343 46 10 36 0 51
ASE_00361 0.35 0.32 0.38 41 75357 68 9 59 0 86
ASE_00362 0.48 0.46 0.51 42 48122 41 6 35 0 49
ASE_00363 0.42 0.41 0.43 39 51269 58 2 50 6 55
ASE_00364 0.31 0.30 0.33 31 54190 65 4 60 1 74
ASE_00366 0.35 0.35 0.35 34 58556 66 14 49 3 64
ASE_00367 0.26 0.24 0.27 21 42994 60 3 53 4 65
ASE_00369 0.37 0.36 0.38 38 55846 66 0 61 5 69
ASE_00370 0.41 0.38 0.44 32 41833 47 1 39 7 52
ASE_00372 0.45 0.42 0.48 42 51915 48 6 40 2 58
ASE_00374 0.44 0.42 0.46 37 44770 43 6 37 0 51
ASE_00375 0.49 0.47 0.52 52 60278 51 1 47 3 58
ASE_00376 0.45 0.42 0.48 44 56861 52 4 44 4 61
ASE_00377 0.60 0.56 0.65 60 57537 37 2 31 4 47
ASE_00379 0.36 0.36 0.37 32 45969 57 11 44 2 57
ASE_00380 0.57 0.56 0.59 55 54853 38 10 28 0 44
ASE_00382 0.44 0.42 0.47 35 41831 43 0 39 4 49
ASE_00383 0.44 0.41 0.47 43 54524 50 8 40 2 62
ASE_00384 0.50 0.47 0.54 43 48437 44 2 34 8 49
ASE_00385 0.45 0.41 0.51 33 41840 32 4 28 0 48
ASE_00386 0.40 0.38 0.44 36 50321 51 8 38 5 60
ASE_00387 0.54 0.49 0.59 51 55858 39 4 32 3 53
ASE_00388 0.50 0.47 0.54 42 45675 41 2 34 5 47
ASE_00390 0.50 0.46 0.54 39 42123 38 2 31 5 46
ASE_00393 0.45 0.43 0.48 40 47811 49 1 43 5 53
ASE_00394 0.32 0.30 0.35 28 46890 53 9 44 0 65
ASE_00395 0.45 0.43 0.48 36 41541 43 5 34 4 48
ASE_00396 0.44 0.42 0.45 35 41539 44 7 35 2 48
ASE_00397 0.35 0.33 0.38 35 54523 58 1 56 1 70
ASE_00398 0.48 0.44 0.52 46 55857 46 2 40 4 58
ASE_00400 0.52 0.49 0.56 52 57877 45 5 36 4 54
ASE_00401 0.37 0.35 0.39 44 76914 70 6 64 0 82
ASE_00402 0.30 0.28 0.33 24 42413 49 5 44 0 61
ASE_00403 0.35 0.33 0.38 35 55853 62 5 52 5 72
ASE_00404 0.26 0.25 0.28 21 42996 58 4 50 4 64
ASE_00406 0.47 0.45 0.51 42 48745 47 0 41 6 52
ASE_00411 0.34 0.34 0.34 30 49367 60 7 51 2 59
ASE_00412 0.32 0.30 0.36 31 58224 56 7 49 0 74
ASE_00413 0.45 0.44 0.46 36 44473 46 4 38 4 45
ASE_00414 0.24 0.22 0.26 21 46280 62 0 59 3 74
ASE_00415 0.40 0.38 0.42 39 54854 56 4 49 3 64
ASE_00416 0.00 0.00 0.00 0 77421 0 0 0 0 127
ASE_00417 0.37 0.37 0.37 37 54514 65 13 51 1 63
ASE_00418 0.22 0.21 0.23 16 38712 58 1 52 5 59
ASE_00419 0.61 0.58 0.65 60 54853 34 3 30 1 43
ASE_00422 0.55 0.52 0.58 49 46886 41 2 34 5 45
ASE_00423 0.51 0.51 0.51 56 56844 53 11 42 0 53
ASE_00426 0.34 0.32 0.35 35 60975 65 3 62 0 73
ASE_00428 0.24 0.24 0.25 30 76515 91 2 89 0 95
ASE_00430 0.62 0.58 0.66 56 46886 34 2 27 5 41
ASE_00431 0.26 0.23 0.29 22 46283 56 3 52 1 73
ASE_00434 0.36 0.34 0.39 37 68169 64 7 52 5 73
ASE_00437 0.00 0.00 0.00 0 79401 0 0 0 0 135
ASE_00438 0.30 0.28 0.32 33 65962 71 2 69 0 83
ASE_00441 0.33 0.30 0.35 34 64164 63 6 57 0 78
ASE_00447 0.36 0.31 0.41 36 60291 52 1 50 1 80
ASE_00448 0.36 0.34 0.39 38 64164 59 4 55 0 74
ASE_00451 0.35 0.32 0.38 40 70771 65 2 63 0 85
CRW_00016 0.40 0.38 0.42 45 77315 67 4 57 6 75
CRW_00610 0.29 0.28 0.30 23 36238 57 6 48 3 58
CRW_00613 0.48 0.46 0.51 36 34909 41 2 33 6 42
CRW_00618 0.24 0.26 0.23 16 56210 76 9 45 22 45
CRW_00633 0.00 0.00 0.00 0 63546 0 0 0 0 106
CRW_00634 0.32 0.33 0.32 31 64523 75 10 56 9 63
CRW_00670 0.40 0.38 0.43 45 70020 61 3 57 1 75
CRW_00671 0.29 0.26 0.33 31 62740 64 2 62 0 86
CRW_00672 0.39 0.40 0.39 44 72278 70 14 54 2 67
CRW_00674 0.33 0.31 0.36 38 83330 74 5 63 6 86
CRW_00676 0.34 0.36 0.33 41 93405 88 19 63 6 74
CRW_00692 0.36 0.38 0.34 34 68534 67 21 46 0 56
PDB_00827 0.51 0.42 0.62 34 26973 22 0 21 1 47
PDB_00919 0.23 0.20 0.26 21 44171 61 0 61 0 82
RFA_00598 0.07 0.07 0.06 7 84557 111 20 82 9 94
TMR_00173 0.33 0.33 0.33 14 42152 63 10 19 34 28
TMR_00357 0.32 0.32 0.33 29 82939 78 15 45 18 63
TMR_00601 0.26 0.26 0.26 11 58953 79 6 26 47 31
TMR_00696 0.10 0.10 0.11 11 84975 107 3 89 15 103

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