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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric MXScarna(seed) RNASLOpt
MCC 0.617 > 0.478
Average MCC ± 95% Confidence Intervals 0.603 ± 0.022 > 0.480 ± 0.019
Sensitivity 0.500 > 0.440
Positive Predictive Value 0.763 > 0.521
Total TP 11824 > 10407
Total TN 13018578 > 13014102
Total FP 4536 < 10455
Total FP CONTRA 502 < 1114
Total FP INCONS 3174 < 8455
Total FP COMP 860 < 886
Total FN 11840 < 13257
P-value 3.56938820447e-08

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Performance plots


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

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

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

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

Total Base Pair Counts
Total TP 11824
Total TN 13018578
Total FP 4536
Total FP CONTRA 502
Total FP INCONS 3174
Total FP COMP 860
Total FN 11840
Total Scores
MCC 0.617
Average MCC ± 95% Confidence Intervals 0.603 ± 0.022
Sensitivity 0.500
Positive Predictive Value 0.763
Nr of predictions 250

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00001 0.67 0.51 0.88 38 34148 6 0 5 1 37
ASE_00002 0.68 0.53 0.87 39 35466 7 1 5 1 34
ASE_00004 0.52 0.41 0.65 40 47833 24 4 18 2 57
ASE_00005 0.72 0.57 0.92 67 57897 8 2 4 2 50
ASE_00006 0.51 0.41 0.63 38 47526 25 3 19 3 55
ASE_00007 0.82 0.75 0.90 83 59593 12 4 5 3 27
ASE_00009 0.68 0.57 0.81 38 26059 10 1 8 1 29
ASE_00012 0.64 0.55 0.75 68 73829 26 4 19 3 55
ASE_00014 0.67 0.52 0.87 55 54222 9 0 8 1 51
ASE_00017 0.49 0.41 0.59 26 50996 36 2 16 18 38
ASE_00020 0.50 0.36 0.71 45 73857 21 6 12 3 81
ASE_00025 0.53 0.42 0.67 30 78561 28 0 15 13 41
ASE_00026 0.74 0.65 0.85 72 59600 18 5 8 5 38
ASE_00033 0.77 0.67 0.89 81 64889 14 3 7 4 40
ASE_00035 0.75 0.66 0.86 78 70409 18 3 10 5 40
ASE_00036 0.60 0.50 0.73 66 75764 28 3 22 3 66
ASE_00037 0.86 0.79 0.94 87 59247 9 2 4 3 23
ASE_00038 0.69 0.56 0.84 57 53560 14 1 10 3 44
ASE_00040 0.69 0.59 0.80 78 78906 22 4 15 3 55
ASE_00041 0.80 0.72 0.90 78 57543 12 2 7 3 30
ASE_00044 0.85 0.78 0.93 82 54527 9 3 3 3 23
ASE_00046 0.76 0.66 0.87 68 50325 13 1 9 3 35
ASE_00047 0.74 0.60 0.92 78 74220 8 2 5 1 52
ASE_00052 0.64 0.55 0.75 62 61342 24 3 18 3 50
ASE_00053 0.60 0.47 0.76 63 79318 24 4 16 4 70
ASE_00064 0.82 0.71 0.94 63 45384 7 1 3 3 26
ASE_00066 0.71 0.57 0.88 74 72306 11 3 7 1 56
ASE_00068 0.67 0.52 0.88 44 37625 8 1 5 2 41
ASE_00074 0.81 0.70 0.94 83 67808 9 2 3 4 36
ASE_00076 0.42 0.32 0.55 38 68196 33 2 29 2 80
ASE_00077 0.77 0.70 0.85 60 45079 14 4 7 3 26
ASE_00078 0.79 0.72 0.87 60 43002 13 2 7 4 23
ASE_00079 0.41 0.33 0.52 33 55548 32 1 29 2 67
ASE_00080 0.37 0.30 0.47 37 71552 44 6 36 2 86
ASE_00081 0.76 0.67 0.87 65 49695 13 2 8 3 32
ASE_00082 0.35 0.24 0.50 28 70444 31 1 27 3 88
ASE_00083 0.71 0.56 0.89 62 62411 11 1 7 3 48
ASE_00084 0.71 0.59 0.85 58 53560 14 1 9 4 41
ASE_00090 0.66 0.54 0.81 55 55543 16 2 11 3 46
ASE_00092 0.56 0.43 0.73 49 63479 21 2 16 3 64
ASE_00096 0.41 0.30 0.55 35 63482 31 1 28 2 80
ASE_00099 0.83 0.73 0.96 87 64529 7 2 2 3 33
ASE_00104 0.82 0.73 0.93 87 64167 10 2 5 3 32
ASE_00105 0.51 0.38 0.70 42 64201 21 5 13 3 69
ASE_00107 0.78 0.68 0.91 86 73058 12 2 7 3 41
ASE_00108 0.54 0.43 0.68 27 46931 25 0 13 12 36
ASE_00111 0.68 0.54 0.86 31 50050 23 0 5 18 26
ASE_00112 0.32 0.25 0.42 29 75397 42 7 33 2 87
ASE_00115 0.54 0.43 0.68 43 54552 23 1 19 3 58
ASE_00116 0.35 0.27 0.46 18 31587 22 1 20 1 48
ASE_00118 0.39 0.30 0.50 31 60664 34 3 28 3 71
ASE_00119 0.30 0.24 0.38 26 62767 43 2 40 1 82
ASE_00120 0.72 0.57 0.92 54 46912 7 0 5 2 40
ASE_00121 0.77 0.63 0.94 58 45088 5 0 4 1 34
ASE_00122 0.66 0.58 0.75 51 43297 20 1 16 3 37
ASE_00123 0.67 0.53 0.85 45 38450 10 2 6 2 40
ASE_00125 0.68 0.51 0.90 45 39290 7 1 4 2 43
ASE_00128 0.66 0.54 0.82 54 53235 15 1 11 3 46
ASE_00129 0.68 0.53 0.88 59 62768 11 1 7 3 52
ASE_00131 0.63 0.47 0.83 40 39292 10 1 7 2 45
ASE_00132 0.48 0.40 0.57 38 50336 31 4 25 2 57
ASE_00134 0.73 0.62 0.86 59 50334 13 1 9 3 36
ASE_00135 0.40 0.32 0.51 35 63121 35 4 30 1 74
ASE_00136 0.78 0.67 0.91 62 48137 9 1 5 3 30
ASE_00137 0.53 0.43 0.66 42 48452 25 2 20 3 56
ASE_00138 0.73 0.63 0.85 51 40410 13 3 6 4 30
ASE_00139 0.48 0.35 0.67 36 54231 19 0 18 1 68
ASE_00140 0.47 0.34 0.65 42 70811 26 3 20 3 83
ASE_00142 0.79 0.70 0.89 86 67064 14 3 8 3 36
ASE_00145 0.58 0.40 0.85 44 70073 9 0 8 1 67
ASE_00146 0.78 0.66 0.92 82 70787 10 2 5 3 42
ASE_00151 0.79 0.71 0.88 70 51923 13 7 3 3 28
ASE_00153 0.60 0.48 0.76 35 57584 26 0 11 15 38
ASE_00154 0.61 0.50 0.76 53 65271 18 4 13 1 54
ASE_00163 0.79 0.70 0.89 65 53228 11 2 6 3 28
ASE_00165 0.56 0.43 0.74 43 52917 19 1 14 4 58
ASE_00168 0.59 0.48 0.72 31 60683 27 0 12 15 33
ASE_00169 0.47 0.34 0.65 36 57236 22 1 18 3 71
ASE_00170 0.71 0.62 0.82 58 48757 16 2 11 3 35
ASE_00171 0.59 0.49 0.71 46 48451 22 1 18 3 48
ASE_00172 0.59 0.46 0.75 49 58931 19 4 12 3 57
ASE_00174 0.54 0.42 0.69 46 61008 24 3 18 3 63
ASE_00175 0.71 0.55 0.91 59 59966 9 1 5 3 48
ASE_00176 0.46 0.35 0.60 38 59968 27 1 24 2 72
ASE_00179 0.57 0.49 0.66 41 44191 24 4 17 3 43
ASE_00180 0.72 0.61 0.85 61 51288 14 2 9 3 39
ASE_00181 0.59 0.45 0.76 48 57567 19 3 12 4 58
ASE_00183 0.65 0.52 0.81 59 61352 17 0 14 3 54
ASE_00184 0.69 0.55 0.86 56 54550 12 0 9 3 46
ASE_00185 0.23 0.16 0.32 21 73470 46 8 37 1 107
ASE_00186 0.72 0.62 0.84 82 78905 21 2 14 5 50
ASE_00187 0.58 0.43 0.78 49 68572 17 1 13 3 66
ASE_00189 0.63 0.57 0.70 58 63107 35 5 20 10 44
ASE_00190 0.53 0.42 0.67 38 45394 23 5 14 4 52
ASE_00194 0.60 0.50 0.71 60 73452 32 5 19 8 59
ASE_00196 0.66 0.52 0.85 39 31580 9 0 7 2 36
ASE_00198 0.75 0.61 0.93 62 52583 8 1 4 3 40
ASE_00203 0.56 0.47 0.68 45 46599 24 1 20 3 51
ASE_00204 0.62 0.53 0.72 59 67814 30 6 17 7 53
ASE_00205 0.71 0.59 0.85 53 45994 12 0 9 3 37
ASE_00209 0.77 0.65 0.92 57 43009 7 0 5 2 31
ASE_00210 0.69 0.54 0.90 35 27222 5 0 4 1 30
ASE_00213 0.65 0.48 0.86 32 27224 6 0 5 1 34
ASE_00214 0.74 0.63 0.87 65 56205 13 2 8 3 38
ASE_00215 0.38 0.26 0.54 26 48468 23 2 20 1 73
ASE_00216 0.69 0.59 0.81 48 39281 14 3 8 3 34
ASE_00217 0.81 0.71 0.93 64 40401 8 2 3 3 26
ASE_00221 0.78 0.69 0.89 81 64529 13 2 8 3 36
ASE_00227 0.28 0.21 0.38 28 78930 47 1 44 2 105
ASE_00228 0.62 0.51 0.76 44 46913 18 2 12 4 42
ASE_00229 0.72 0.62 0.84 54 42422 13 1 9 3 33
ASE_00231 0.49 0.40 0.60 38 47832 27 5 20 2 58
ASE_00232 0.63 0.57 0.71 48 38435 23 4 16 3 36
ASE_00234 0.23 0.17 0.32 22 75398 48 3 43 2 107
ASE_00237 0.56 0.48 0.66 27 45712 30 2 12 16 29
ASE_00238 0.54 0.39 0.76 44 64203 17 3 11 3 70
ASE_00240 0.61 0.49 0.74 46 46603 19 1 15 3 47
ASE_00241 0.80 0.72 0.89 63 43885 11 2 6 3 24
ASE_00242 0.82 0.75 0.90 84 60982 12 2 7 3 28
ASE_00246 0.60 0.48 0.74 32 48162 25 0 11 14 35
ASE_00247 0.59 0.48 0.72 31 54242 28 0 12 16 33
ASE_00248 0.81 0.72 0.92 82 62392 11 2 5 4 32
ASE_00250 0.60 0.49 0.73 64 78915 25 4 20 1 67
ASE_00254 0.67 0.59 0.77 48 36794 17 1 13 3 34
ASE_00255 0.61 0.50 0.74 65 74603 26 5 18 3 65
ASE_00257 0.72 0.58 0.90 56 50978 9 4 2 3 41
ASE_00259 0.59 0.48 0.73 58 73073 28 1 21 6 63
ASE_00263 0.52 0.39 0.68 47 70431 25 3 19 3 73
ASE_00264 0.28 0.14 0.56 14 49116 15 0 11 4 86
ASE_00267 0.75 0.65 0.86 57 45084 12 2 7 3 31
ASE_00270 0.39 0.27 0.56 35 72328 32 0 27 5 93
ASE_00274 0.60 0.48 0.77 49 55547 18 1 14 3 54
ASE_00277 0.60 0.48 0.75 44 48146 19 1 14 4 47
ASE_00279 0.78 0.65 0.93 66 53230 8 2 3 3 35
ASE_00280 0.73 0.62 0.85 61 51931 14 1 10 3 37
ASE_00281 0.79 0.68 0.91 60 44485 9 2 4 3 28
ASE_00282 0.48 0.35 0.65 45 77746 26 3 21 2 82
ASE_00283 0.68 0.56 0.82 60 61703 16 2 11 3 47
ASE_00284 0.67 0.54 0.84 58 58242 14 2 9 3 50
ASE_00285 0.51 0.40 0.64 49 68930 30 2 25 3 73
ASE_00286 0.68 0.58 0.82 53 46600 15 1 11 3 39
ASE_00287 0.67 0.54 0.84 56 54879 14 2 9 3 47
ASE_00288 0.64 0.54 0.77 50 45991 18 2 13 3 43
ASE_00295 0.76 0.63 0.92 82 73831 10 2 5 3 49
ASE_00297 0.62 0.50 0.77 49 52911 18 0 15 3 49
ASE_00298 0.55 0.42 0.72 47 67463 21 4 14 3 66
ASE_00299 0.32 0.24 0.42 24 49398 34 1 32 1 76
ASE_00313 0.39 0.20 0.75 18 62457 17 0 6 11 71
ASE_00327 0.28 0.18 0.43 16 57254 24 1 20 3 73
ASE_00328 0.73 0.66 0.80 74 72679 31 5 13 13 38
ASE_00330 0.28 0.17 0.47 15 56248 24 0 17 7 75
ASE_00335 0.72 0.66 0.78 76 75369 33 6 15 12 40
ASE_00337 0.35 0.24 0.50 17 39306 24 2 15 7 54
ASE_00338 0.31 0.19 0.50 19 66392 21 2 17 2 79
ASE_00340 0.51 0.45 0.59 38 45992 31 3 23 5 47
ASE_00342 0.81 0.72 0.91 83 62390 11 3 5 3 32
ASE_00346 0.61 0.49 0.75 48 48141 18 2 14 2 49
ASE_00353 0.69 0.56 0.86 60 57900 13 1 9 3 47
ASE_00359 0.37 0.26 0.51 21 42737 24 1 19 4 59
ASE_00360 0.78 0.63 0.98 41 29361 2 0 1 1 24
ASE_00361 0.66 0.46 0.94 59 75403 7 1 3 3 68
ASE_00362 0.76 0.66 0.88 60 48137 12 2 6 4 31
ASE_00363 0.77 0.63 0.94 59 51297 7 1 3 3 35
ASE_00364 0.70 0.57 0.87 60 54216 12 1 8 3 45
ASE_00366 0.58 0.48 0.70 47 58586 23 6 14 3 51
ASE_00367 0.79 0.71 0.88 61 43002 11 2 6 3 25
ASE_00369 0.71 0.58 0.86 62 55873 13 1 9 3 45
ASE_00370 0.81 0.71 0.92 60 41840 8 1 4 3 24
ASE_00372 0.57 0.45 0.71 45 51940 21 2 16 3 55
ASE_00374 0.79 0.68 0.91 60 44784 9 2 4 3 28
ASE_00375 0.50 0.39 0.64 43 60311 26 1 23 2 67
ASE_00376 0.65 0.55 0.76 58 56877 21 2 16 3 47
ASE_00377 0.72 0.58 0.89 62 57560 11 1 7 3 45
ASE_00379 0.76 0.66 0.87 59 45988 12 2 7 3 30
ASE_00380 0.51 0.40 0.65 40 54884 24 1 21 2 59
ASE_00382 0.79 0.71 0.88 60 41837 11 2 6 3 24
ASE_00383 0.78 0.67 0.91 70 54538 10 2 5 3 35
ASE_00384 0.72 0.61 0.85 56 48450 13 1 9 3 36
ASE_00385 0.55 0.47 0.64 38 41846 24 3 18 3 43
ASE_00386 0.75 0.61 0.92 59 50339 8 1 4 3 37
ASE_00387 0.60 0.50 0.71 52 55872 25 2 19 4 52
ASE_00388 0.74 0.64 0.85 57 45686 14 2 8 4 32
ASE_00390 0.78 0.68 0.89 58 42130 10 2 5 3 27
ASE_00393 0.68 0.57 0.82 53 47830 15 1 11 3 40
ASE_00394 0.73 0.62 0.87 58 46904 12 1 8 3 35
ASE_00395 0.82 0.71 0.94 60 41552 7 1 3 3 24
ASE_00396 0.75 0.66 0.85 55 41551 12 2 8 2 28
ASE_00397 0.74 0.61 0.90 64 54544 10 2 5 3 41
ASE_00398 0.65 0.52 0.82 54 55879 15 0 12 3 50
ASE_00400 0.45 0.37 0.56 39 57900 33 2 29 2 67
ASE_00401 0.55 0.40 0.76 51 76961 19 0 16 3 75
ASE_00402 0.83 0.74 0.94 63 42419 7 1 3 3 22
ASE_00403 0.71 0.57 0.90 61 55877 10 1 6 3 46
ASE_00404 0.78 0.67 0.90 57 43008 10 2 4 4 28
ASE_00406 0.79 0.68 0.93 64 48759 8 2 3 3 30
ASE_00411 0.59 0.48 0.72 43 49395 20 2 15 3 46
ASE_00412 0.55 0.42 0.72 44 58250 20 1 16 3 61
ASE_00413 0.68 0.57 0.82 46 44495 14 1 9 4 35
ASE_00414 0.19 0.16 0.24 15 46298 48 3 44 1 80
ASE_00415 0.39 0.31 0.48 32 54880 36 3 31 2 71
ASE_00416 0.69 0.60 0.80 76 77326 23 3 16 4 51
ASE_00417 0.78 0.63 0.95 63 54549 5 0 3 2 37
ASE_00418 0.71 0.55 0.91 41 38736 6 0 4 2 34
ASE_00419 0.59 0.49 0.72 50 54877 20 3 16 1 53
ASE_00422 0.58 0.49 0.69 46 46904 24 3 18 3 48
ASE_00423 0.81 0.72 0.90 79 56865 13 3 6 4 30
ASE_00426 0.42 0.36 0.48 39 60994 42 3 39 0 69
ASE_00428 0.69 0.60 0.80 75 76542 22 5 14 3 50
ASE_00430 0.55 0.45 0.68 44 46906 24 1 20 3 53
ASE_00431 0.27 0.22 0.34 21 46299 40 8 32 0 74
ASE_00434 0.62 0.55 0.71 60 68180 34 5 20 9 50
ASE_00437 0.58 0.50 0.69 67 79304 33 2 28 3 68
ASE_00438 0.41 0.32 0.54 37 65997 33 6 26 1 79
ASE_00441 0.32 0.24 0.43 27 64198 40 4 32 4 85
ASE_00447 0.80 0.72 0.90 83 60286 12 2 7 3 33
ASE_00448 0.80 0.72 0.88 81 64169 14 2 9 3 31
ASE_00451 0.77 0.66 0.88 83 70782 14 2 9 3 42
CRW_00016 0.31 0.19 0.51 23 77376 24 7 15 2 97
CRW_00610 0.16 0.09 0.32 7 36293 15 1 14 0 74
CRW_00613 0.00 0.00 0.00 0 34956 24 7 17 0 78
CRW_00618 0.18 0.10 0.32 6 56261 13 1 12 0 55
CRW_00633 0.45 0.27 0.74 29 63507 14 0 10 4 77
CRW_00634 0.47 0.30 0.74 28 64582 18 0 10 8 66
CRW_00670 0.47 0.26 0.86 31 70089 7 0 5 2 89
CRW_00671 0.56 0.37 0.84 43 62784 10 0 8 2 74
CRW_00672 0.43 0.28 0.67 31 72344 17 0 15 2 80
CRW_00692 0.03 0.01 0.06 1 68619 22 0 15 7 89
PDB_00005 0.59 0.36 1.00 5 941 0 0 0 0 9
PDB_00716 -0.01 0.00 0.00 0 2681 21 1 19 1 23
PDB_00827 0.00 0.00 0.00 0 27011 17 1 16 0 81
PDB_00828 0.82 0.67 1.00 18 2467 0 0 0 0 9
PDB_00829 0.86 0.75 1.00 18 2260 0 0 0 0 6
PDB_00919 0.27 0.21 0.35 22 44191 40 3 37 0 81
PDB_01020 0.83 0.70 1.00 16 2262 0 0 0 0 7
PDB_01073 0.81 0.74 0.89 25 4343 4 1 2 1 9
PDB_01092 0.70 0.63 0.79 33 10111 12 2 7 3 19
RFA_00632 0.25 0.25 0.27 7 4069 19 1 18 0 21
RFA_00636 0.35 0.36 0.36 10 3977 18 2 16 0 18
RFA_00767 0.59 0.56 0.63 10 1875 6 2 4 0 8
RFA_00768 0.59 0.56 0.63 10 1875 6 2 4 0 8
RFA_00769 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00770 0.57 0.56 0.59 10 1999 7 2 5 0 8
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.57 0.56 0.59 10 1936 7 2 5 0 8
RFA_00808 -0.01 0.00 0.00 0 2000 19 2 14 3 16
RFA_00809 0.30 0.31 0.29 5 2128 12 1 11 0 11
TMR_00173 0.41 0.31 0.54 13 42171 18 2 9 7 29
TMR_00601 0.67 0.62 0.72 26 58960 30 1 9 20 16
TMR_00603 0.78 0.70 0.88 30 60344 30 0 4 26 13
TMR_00611 0.48 0.35 0.65 36 61370 19 4 15 0 66

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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 10407
Total TN 13014102
Total FP 10455
Total FP CONTRA 1114
Total FP INCONS 8455
Total FP COMP 886
Total FN 13257
Total Scores
MCC 0.478
Average MCC ± 95% Confidence Intervals 0.480 ± 0.019
Sensitivity 0.440
Positive Predictive Value 0.521
Nr of predictions 250

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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_00183 0.43 0.39 0.47 44 61332 49 3 46 0 69
ASE_00184 0.39 0.35 0.43 36 54532 54 2 45 7 66
ASE_00185 0.65 0.59 0.71 76 73429 31 0 31 0 52
ASE_00186 0.63 0.58 0.69 76 78893 41 1 33 7 56
ASE_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_00198 0.56 0.53 0.60 54 52560 41 4 32 5 48
ASE_00203 0.68 0.61 0.76 59 46587 20 2 17 1 37
ASE_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_00259 0.37 0.34 0.41 41 73053 61 4 55 2 80
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_00005 0.88 0.79 1.00 11 935 0 0 0 0 3
PDB_00716 -0.01 0.00 0.00 0 2680 22 0 21 1 23
PDB_00827 0.74 0.60 0.91 49 26974 7 0 5 2 32
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_00919 0.37 0.33 0.41 34 44171 50 5 43 2 69
PDB_01020 0.86 0.74 1.00 17 2261 1 0 0 1 6
PDB_01073 0.56 0.47 0.67 16 4347 9 0 8 1 18
PDB_01092 0.74 0.63 0.87 33 10115 7 1 4 2 19
RFA_00632 0.59 0.57 0.62 16 4069 10 2 8 0 12
RFA_00636 0.65 0.64 0.67 18 3978 9 2 7 0 10
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.61 0.56 0.67 10 1876 5 0 5 0 8
RFA_00769 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00770 0.47 0.39 0.58 7 2004 5 1 4 0 11
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
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
TMR_00603 0.59 0.60 0.58 26 60333 66 10 9 47 17
TMR_00611 0.62 0.62 0.62 63 61324 42 8 30 4 39

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