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

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric Multilign(20) RNASLOpt
MCC 0.655 > 0.455
Average MCC ± 95% Confidence Intervals 0.652 ± 0.019 > 0.453 ± 0.022
Sensitivity 0.595 > 0.421
Positive Predictive Value 0.722 > 0.493
Total TP 12387 > 8755
Total TN 11524634 > 11524049
Total FP 5627 < 9633
Total FP CONTRA 641 < 1060
Total FP INCONS 4134 < 7932
Total FP COMP 852 > 641
Total FN 8420 < 12052
P-value 3.56938820447e-08

^top




Performance plots


  1. Comparison of performance of Multilign(20) 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 Multilign(20) 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 Multilign(20) and RNASLOpt).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for Multilign(20) 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 Multilign(20) and RNASLOpt).

^top





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

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

Total Base Pair Counts
Total TP 12387
Total TN 11524634
Total FP 5627
Total FP CONTRA 641
Total FP INCONS 4134
Total FP COMP 852
Total FN 8420
Total Scores
MCC 0.655
Average MCC ± 95% Confidence Intervals 0.652 ± 0.019
Sensitivity 0.595
Positive Predictive Value 0.722
Nr of predictions 209

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00005 0.73 0.66 0.82 77 57876 23 0 17 6 40
ASE_00006 0.78 0.76 0.81 71 47498 22 1 16 5 22
ASE_00007 0.70 0.63 0.78 69 59596 25 0 20 5 41
ASE_00012 0.62 0.56 0.69 69 73820 36 3 28 5 54
ASE_00020 0.49 0.43 0.56 54 73823 43 4 39 0 72
ASE_00035 0.62 0.57 0.68 67 70402 35 3 28 4 51
ASE_00037 0.56 0.49 0.64 54 59255 31 4 27 0 56
ASE_00038 0.57 0.53 0.61 54 53540 37 3 31 3 47
ASE_00040 0.69 0.62 0.75 83 78893 28 0 27 1 50
ASE_00041 0.72 0.67 0.78 72 57538 21 1 19 1 36
ASE_00044 0.83 0.77 0.89 81 54524 12 0 10 2 24
ASE_00045 0.80 0.75 0.86 60 47208 18 0 10 8 20
ASE_00064 0.76 0.67 0.86 60 45381 21 0 10 11 29
ASE_00068 0.76 0.71 0.82 60 37602 17 0 13 4 25
ASE_00074 0.82 0.78 0.87 93 67789 14 1 13 0 26
ASE_00077 0.61 0.55 0.67 47 45080 33 5 18 10 39
ASE_00078 0.81 0.77 0.84 64 42995 18 0 12 6 19
ASE_00080 0.52 0.48 0.57 59 71528 44 5 39 0 64
ASE_00081 0.80 0.75 0.86 73 49685 13 0 12 1 24
ASE_00082 0.58 0.53 0.63 62 70402 47 3 33 11 54
ASE_00083 0.82 0.74 0.91 81 62392 10 0 8 2 29
ASE_00084 0.60 0.55 0.67 54 53547 27 1 26 0 45
ASE_00090 0.52 0.46 0.60 46 55534 36 5 26 5 55
ASE_00092 0.69 0.63 0.76 71 63452 24 0 23 1 42
ASE_00099 0.81 0.76 0.86 91 64514 16 2 13 1 29
ASE_00104 0.82 0.76 0.89 90 64160 16 1 10 5 29
ASE_00105 0.53 0.49 0.58 54 64168 41 6 33 2 57
ASE_00107 0.64 0.57 0.73 72 73055 28 1 25 2 55
ASE_00114 0.56 0.52 0.61 40 45385 41 0 26 15 37
ASE_00115 0.72 0.61 0.84 62 54541 12 1 11 0 39
ASE_00118 0.55 0.49 0.62 50 60645 33 1 30 2 52
ASE_00119 0.55 0.50 0.61 54 62747 36 1 33 2 54
ASE_00123 0.55 0.51 0.60 43 38431 33 1 28 4 42
ASE_00126 0.70 0.70 0.71 57 40390 30 3 20 7 25
ASE_00128 0.74 0.62 0.87 62 53230 13 1 8 4 38
ASE_00129 0.69 0.63 0.75 70 62742 23 2 21 0 41
ASE_00131 0.48 0.42 0.54 36 39273 36 2 29 5 49
ASE_00134 0.71 0.67 0.74 64 50317 23 3 19 1 31
ASE_00135 0.54 0.49 0.60 53 63102 40 6 29 5 56
ASE_00136 0.83 0.78 0.89 72 48124 16 0 9 7 20
ASE_00137 0.52 0.48 0.56 47 48432 42 0 37 5 51
ASE_00138 0.79 0.73 0.87 59 40402 12 3 6 3 22
ASE_00140 0.46 0.38 0.55 48 70789 40 3 36 1 77
ASE_00142 0.72 0.67 0.78 82 67056 25 3 20 2 40
ASE_00146 0.64 0.54 0.76 67 70788 22 1 20 1 57
ASE_00153 0.38 0.37 0.39 27 57560 76 9 34 33 46
ASE_00161 0.66 0.63 0.70 55 53549 31 1 23 7 32
ASE_00163 0.69 0.67 0.71 62 53214 27 7 18 2 31
ASE_00165 0.54 0.49 0.60 49 52893 35 6 27 2 52
ASE_00170 0.83 0.77 0.90 72 48748 10 2 6 2 21
ASE_00171 0.88 0.80 0.96 75 48438 8 0 3 5 19
ASE_00172 0.66 0.58 0.76 61 58916 25 3 16 6 45
ASE_00174 0.53 0.45 0.63 49 60997 32 1 28 3 60
ASE_00175 0.63 0.55 0.73 59 59950 27 2 20 5 48
ASE_00179 0.76 0.69 0.84 58 44184 15 1 10 4 26
ASE_00180 0.77 0.70 0.85 70 51278 15 3 9 3 30
ASE_00181 0.67 0.63 0.71 67 57536 30 0 27 3 39
ASE_00183 0.70 0.63 0.77 71 61333 23 0 21 2 42
ASE_00184 0.76 0.68 0.85 69 54534 20 0 12 8 33
ASE_00185 0.42 0.38 0.47 48 73434 58 2 52 4 80
ASE_00190 0.46 0.37 0.57 33 45393 28 4 21 3 57
ASE_00198 0.63 0.58 0.69 59 52564 30 3 24 3 43
ASE_00203 0.56 0.52 0.61 50 46583 36 0 32 4 46
ASE_00214 0.83 0.79 0.87 81 56187 17 3 9 5 22
ASE_00215 0.18 0.15 0.23 15 48450 55 4 47 4 84
ASE_00216 0.71 0.67 0.74 55 39266 26 2 17 7 27
ASE_00217 0.50 0.46 0.55 41 40395 39 1 33 5 49
ASE_00221 0.65 0.56 0.74 66 64531 24 0 23 1 51
ASE_00228 0.69 0.67 0.72 58 46890 26 4 19 3 28
ASE_00229 0.60 0.57 0.63 50 42406 32 4 26 2 37
ASE_00231 0.44 0.40 0.50 38 47819 42 3 35 4 58
ASE_00232 0.81 0.81 0.81 68 38419 17 6 10 1 16
ASE_00234 0.68 0.60 0.76 78 75363 27 6 19 2 51
ASE_00238 0.50 0.45 0.55 51 64169 42 6 35 1 63
ASE_00241 0.78 0.71 0.86 62 43884 15 1 9 5 25
ASE_00242 0.72 0.66 0.80 74 60982 24 1 18 5 38
ASE_00254 0.48 0.46 0.50 38 36780 39 5 33 1 44
ASE_00257 0.70 0.64 0.78 62 50960 25 1 17 7 35
ASE_00263 0.46 0.41 0.52 49 70405 47 6 40 1 71
ASE_00267 0.75 0.68 0.82 60 45077 21 1 12 8 28
ASE_00270 0.56 0.49 0.64 63 72292 38 2 33 3 65
ASE_00274 0.59 0.51 0.67 53 55532 28 5 21 2 50
ASE_00277 0.79 0.75 0.83 68 48123 16 0 14 2 23
ASE_00279 0.78 0.73 0.82 74 53211 20 2 14 4 27
ASE_00280 0.72 0.66 0.78 65 51920 21 1 17 3 33
ASE_00281 0.80 0.73 0.89 64 44479 15 1 7 7 24
ASE_00282 0.48 0.42 0.56 53 77721 42 3 38 1 74
ASE_00283 0.73 0.67 0.80 72 61686 23 0 18 5 35
ASE_00284 0.65 0.59 0.71 64 58221 29 3 23 3 44
ASE_00285 0.58 0.51 0.67 62 68914 32 3 27 2 60
ASE_00286 0.82 0.74 0.91 68 46590 10 1 6 3 24
ASE_00287 0.62 0.56 0.68 58 54861 28 0 27 1 45
ASE_00297 0.62 0.53 0.72 52 52903 21 1 19 1 46
ASE_00298 0.48 0.43 0.53 49 67435 46 2 42 2 64
ASE_00305 0.77 0.73 0.82 62 54539 23 0 14 9 23
ASE_00321 0.73 0.69 0.77 61 54536 25 3 15 7 27
ASE_00328 0.76 0.67 0.87 75 72685 23 1 10 12 37
ASE_00340 0.58 0.54 0.63 46 45983 31 8 19 4 39
ASE_00342 0.82 0.76 0.88 87 62382 12 2 10 0 28
ASE_00353 0.65 0.62 0.69 66 57874 35 2 28 5 41
ASE_00361 0.58 0.49 0.69 62 75376 29 3 25 1 65
ASE_00362 0.74 0.65 0.86 59 48136 10 0 10 0 32
ASE_00363 0.81 0.73 0.90 69 51283 14 1 7 6 25
ASE_00364 0.63 0.56 0.71 59 54202 29 1 23 5 46
ASE_00366 0.62 0.57 0.67 56 58570 31 6 21 4 42
ASE_00367 0.57 0.53 0.61 46 42995 36 1 29 6 40
ASE_00369 0.82 0.74 0.92 79 55859 7 1 6 0 28
ASE_00370 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00372 0.67 0.59 0.77 59 51926 19 1 17 1 41
ASE_00374 0.81 0.73 0.90 64 44779 8 1 6 1 24
ASE_00376 0.66 0.61 0.71 64 56863 28 1 25 2 41
ASE_00377 0.61 0.55 0.69 59 57544 29 3 24 2 48
ASE_00379 0.54 0.48 0.61 43 45986 38 0 27 11 46
ASE_00382 0.86 0.81 0.92 68 41831 14 0 6 8 16
ASE_00383 0.79 0.72 0.85 76 54526 14 4 9 1 29
ASE_00384 0.70 0.65 0.75 60 48436 26 4 16 6 32
ASE_00386 0.65 0.60 0.70 58 50320 27 5 20 2 38
ASE_00387 0.67 0.63 0.70 66 55851 29 0 28 1 38
ASE_00388 0.51 0.47 0.56 42 45678 40 2 31 7 47
ASE_00390 0.85 0.80 0.89 68 42119 17 0 8 9 17
ASE_00393 0.70 0.63 0.77 59 47818 20 1 17 2 34
ASE_00394 0.80 0.72 0.88 67 46895 13 4 5 4 26
ASE_00395 0.73 0.69 0.77 58 41541 21 0 17 4 26
ASE_00396 0.72 0.66 0.79 55 41546 19 2 13 4 28
ASE_00397 0.74 0.69 0.79 72 54524 23 1 18 4 33
ASE_00398 0.68 0.62 0.76 64 55861 29 1 19 9 40
ASE_00400 0.74 0.69 0.80 73 57879 19 1 17 1 33
ASE_00401 0.52 0.44 0.63 55 76940 40 0 33 7 71
ASE_00402 0.76 0.69 0.84 59 42416 15 1 10 4 26
ASE_00403 0.66 0.58 0.76 62 55863 25 3 17 5 45
ASE_00404 0.78 0.73 0.83 62 42996 17 1 12 4 23
ASE_00406 0.82 0.73 0.91 69 48752 15 0 7 8 25
ASE_00411 0.57 0.53 0.62 47 49379 30 10 19 1 42
ASE_00412 0.56 0.50 0.62 53 58226 34 3 29 2 52
ASE_00413 0.60 0.57 0.64 46 44479 27 2 24 1 35
ASE_00415 0.60 0.57 0.63 59 54853 40 2 32 6 44
ASE_00416 0.69 0.59 0.80 75 77327 28 1 18 9 52
ASE_00419 0.75 0.68 0.83 70 54862 16 3 11 2 33
ASE_00422 0.65 0.63 0.67 59 46883 30 4 25 1 35
ASE_00423 0.84 0.77 0.92 84 56862 10 1 6 3 25
ASE_00427 0.17 0.20 0.15 9 40695 59 19 32 8 37
ASE_00428 0.57 0.54 0.60 68 76522 47 4 42 1 57
ASE_00430 0.79 0.76 0.82 74 46881 16 2 14 0 23
ASE_00437 0.67 0.60 0.75 81 79293 27 1 26 0 54
ASE_00441 0.66 0.57 0.77 64 64178 19 2 17 0 48
ASE_00448 0.63 0.59 0.67 66 64163 39 2 30 7 46
ASE_00451 0.68 0.60 0.77 75 70779 24 1 21 2 50
SRP_00006 0.86 0.85 0.88 86 45655 15 2 10 3 15
SRP_00024 0.51 0.34 0.77 30 37636 9 0 9 0 57
SRP_00026 0.71 0.66 0.76 58 36780 24 0 18 6 30
SRP_00027 0.70 0.53 0.94 46 37079 3 0 3 0 41
SRP_00030 0.81 0.83 0.79 73 36764 19 3 16 0 15
SRP_00031 0.81 0.78 0.84 69 36233 16 0 13 3 20
SRP_00037 0.49 0.34 0.70 30 36542 13 0 13 0 57
SRP_00050 0.70 0.65 0.75 64 44765 22 1 20 1 35
SRP_00066 0.78 0.76 0.81 76 45357 18 1 17 0 24
SRP_00088 0.00 0.00 0.00 0 34151 40 7 33 0 89
SRP_00089 0.00 0.00 0.00 0 35748 30 1 29 0 90
SRP_00090 0.53 0.36 0.78 32 35470 9 0 9 0 58
SRP_00103 0.77 0.71 0.84 72 45365 14 1 13 0 30
SRP_00152 0.81 0.74 0.89 76 45668 12 0 9 3 27
SRP_00173 0.61 0.43 0.87 39 38181 8 0 6 2 51
SRP_00174 0.76 0.76 0.77 65 38697 20 4 15 1 21
SRP_00178 0.83 0.75 0.93 76 45671 8 0 6 2 26
SRP_00179 0.76 0.66 0.88 69 45978 12 1 8 3 36
SRP_00184 0.76 0.68 0.85 68 45976 14 0 12 2 32
SRP_00228 0.76 0.69 0.84 66 45372 19 1 12 6 29
SRP_00234 0.80 0.78 0.83 67 36234 20 1 13 6 19
SRP_00308 0.65 0.48 0.89 42 36268 5 0 5 0 46
SRP_00317 0.84 0.80 0.90 78 45063 14 1 8 5 20
SRP_00335 0.29 0.31 0.28 12 35202 34 17 14 3 27
SRP_00347 0.74 0.70 0.79 67 46580 20 4 14 2 29
SRP_00368 0.36 0.33 0.40 32 43875 49 6 43 0 66
TMR_00017 0.59 0.56 0.62 57 67069 39 8 27 4 45
TMR_00018 0.59 0.54 0.65 50 64543 31 7 20 4 42
TMR_00038 0.73 0.66 0.79 73 71161 24 1 18 5 37
TMR_00042 0.61 0.57 0.65 56 62749 34 7 23 4 42
TMR_00046 0.65 0.63 0.67 60 62746 35 9 20 6 36
TMR_00048 0.59 0.55 0.63 52 64898 38 6 24 8 43
TMR_00080 0.51 0.46 0.56 44 70422 34 10 24 0 52
TMR_00082 0.65 0.59 0.71 57 67816 30 7 16 7 39
TMR_00123 0.64 0.59 0.68 60 66342 34 4 24 6 41
TMR_00137 0.33 0.28 0.38 25 61009 44 9 32 3 64
TMR_00142 0.62 0.64 0.61 65 70769 49 12 30 7 37
TMR_00207 0.40 0.35 0.45 36 72310 49 6 38 5 67
TMR_00257 0.68 0.61 0.76 60 67082 27 4 15 8 38
TMR_00271 0.64 0.56 0.74 51 64192 20 6 12 2 40
TMR_00366 0.64 0.60 0.67 60 67807 40 12 17 11 40
TMR_00378 0.67 0.63 0.71 61 67810 38 5 20 13 36
TMR_00399 0.48 0.45 0.52 42 64899 46 9 30 7 52
TMR_00404 0.59 0.59 0.60 54 67438 49 12 24 13 38
TMR_00427 0.53 0.41 0.69 40 67470 22 7 11 4 57
TMR_00443 0.67 0.59 0.77 61 67082 22 4 14 4 43
TMR_00451 0.52 0.45 0.60 40 63479 31 7 20 4 49
TMR_00458 0.70 0.63 0.77 59 63469 21 4 14 3 34
TMR_00469 0.75 0.73 0.78 73 64526 30 7 14 9 27
TMR_00472 0.76 0.73 0.80 71 64531 23 7 11 5 26
TMR_00519 0.60 0.57 0.64 54 63106 34 12 18 4 41
TMR_00520 0.67 0.62 0.73 61 63106 31 4 19 8 38
TMR_00522 0.53 0.47 0.60 46 63113 36 9 22 5 51
TMR_00528 0.51 0.45 0.58 44 63114 37 10 22 5 53
TMR_00568 0.62 0.59 0.65 58 60637 40 8 23 9 41
TMR_00571 0.69 0.65 0.73 64 60638 34 10 14 10 35
TMR_00580 0.62 0.61 0.63 61 60629 46 10 26 10 39
TMR_00584 0.65 0.61 0.69 59 60989 36 6 21 9 38
TMR_00586 0.60 0.59 0.61 57 60982 43 11 25 7 40
TMR_00616 0.65 0.63 0.68 62 67070 35 7 22 6 37
TMR_00699 0.69 0.60 0.80 61 67085 16 2 13 1 41
TMR_00702 0.63 0.54 0.73 54 67087 26 7 13 6 46

^top



Performance of RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 8755
Total TN 11524049
Total FP 9633
Total FP CONTRA 1060
Total FP INCONS 7932
Total FP COMP 641
Total FN 12052
Total Scores
MCC 0.455
Average MCC ± 95% Confidence Intervals 0.453 ± 0.022
Sensitivity 0.421
Positive Predictive Value 0.493
Nr of predictions 209

^top



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_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_00012 0.48 0.44 0.52 54 73817 52 8 41 3 69
ASE_00020 0.58 0.52 0.65 65 73820 35 3 32 0 61
ASE_00035 0.32 0.29 0.36 34 70406 64 4 56 4 84
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_00045 0.44 0.43 0.47 34 47205 40 7 32 1 46
ASE_00064 0.49 0.46 0.52 41 45372 43 4 34 5 48
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_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_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_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_00114 0.37 0.32 0.42 25 45392 46 4 30 12 52
ASE_00115 0.59 0.57 0.61 58 54520 42 6 31 5 43
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_00123 0.46 0.41 0.52 35 38436 36 0 32 4 50
ASE_00126 0.64 0.61 0.68 50 40396 24 5 19 0 32
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_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_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_00146 0.51 0.45 0.58 56 70779 43 5 36 2 68
ASE_00153 0.49 0.53 0.46 39 57545 68 15 31 22 34
ASE_00161 0.36 0.36 0.36 31 53541 56 12 44 0 56
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_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_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_00190 0.52 0.48 0.57 43 45375 39 1 32 6 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_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_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_00238 0.39 0.38 0.41 43 64155 65 4 59 2 71
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_00254 0.26 0.24 0.29 20 36787 54 3 46 5 62
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_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_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_00305 0.56 0.56 0.56 48 54530 44 4 33 7 37
ASE_00321 0.59 0.59 0.60 52 54528 39 3 32 4 36
ASE_00328 0.58 0.54 0.63 60 72676 39 5 30 4 52
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_00353 0.45 0.43 0.47 46 57872 52 8 44 0 61
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_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_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_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_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_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_00427 0.00 0.00 0.00 0 40690 69 32 33 4 46
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_00437 0.40 0.36 0.45 48 79294 60 3 56 1 87
ASE_00441 0.55 0.49 0.62 55 64172 34 3 31 0 57
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
SRP_00006 0.17 0.16 0.19 16 45670 67 8 59 0 85
SRP_00024 0.73 0.69 0.78 60 37598 18 2 15 1 27
SRP_00026 0.40 0.36 0.45 32 36785 44 1 38 5 56
SRP_00027 0.63 0.57 0.69 50 37056 22 1 21 0 37
SRP_00030 0.11 0.10 0.13 9 36787 61 4 56 1 79
SRP_00031 0.40 0.37 0.44 33 36240 42 4 38 0 56
SRP_00037 0.37 0.36 0.39 31 36506 49 10 38 1 56
SRP_00050 0.60 0.54 0.68 53 44772 27 0 25 2 46
SRP_00066 0.16 0.15 0.17 15 45361 75 6 69 0 85
SRP_00088 0.77 0.73 0.82 65 34112 14 1 13 0 24
SRP_00089 0.84 0.76 0.94 68 35706 4 0 4 0 22
SRP_00090 0.79 0.74 0.85 67 35432 15 1 11 3 23
SRP_00103 0.78 0.74 0.82 75 45360 16 1 15 0 27
SRP_00152 0.23 0.21 0.26 22 45667 64 10 54 0 81
SRP_00173 0.64 0.59 0.70 53 38150 25 4 19 2 37
SRP_00174 0.68 0.65 0.72 56 38703 24 6 16 2 30
SRP_00178 0.11 0.10 0.12 10 45669 74 1 73 0 92
SRP_00179 0.65 0.59 0.72 62 45970 27 3 21 3 43
SRP_00184 0.04 0.04 0.05 4 45981 73 3 68 2 96
SRP_00228 0.69 0.62 0.77 59 45374 24 2 16 6 36
SRP_00234 0.66 0.60 0.71 52 36242 23 0 21 2 34
SRP_00308 0.14 0.14 0.15 12 36233 70 11 59 0 76
SRP_00317 0.20 0.19 0.21 19 45061 72 7 63 2 79
SRP_00335 0.19 0.26 0.14 10 35176 76 24 35 17 29
SRP_00347 0.46 0.44 0.49 42 46580 45 4 39 2 54
SRP_00368 0.76 0.68 0.85 67 43877 14 1 11 2 31
TMR_00017 0.29 0.27 0.32 28 67073 64 7 53 4 74
TMR_00018 0.36 0.36 0.36 33 64528 61 12 47 2 59
TMR_00038 0.30 0.28 0.32 31 71155 71 3 64 4 79
TMR_00042 0.30 0.30 0.31 29 62742 66 10 54 2 69
TMR_00046 0.40 0.40 0.41 38 62742 59 10 45 4 58
TMR_00048 0.53 0.53 0.54 50 64887 48 15 28 5 45
TMR_00080 0.26 0.27 0.26 26 70399 75 26 49 0 70
TMR_00082 0.57 0.54 0.59 52 67808 39 12 24 3 44
TMR_00123 0.43 0.39 0.47 39 66347 49 5 39 5 62
TMR_00137 0.18 0.19 0.18 17 60980 79 17 61 1 72
TMR_00142 0.55 0.52 0.58 53 70785 47 8 30 9 49
TMR_00207 0.10 0.10 0.11 10 72296 88 6 78 4 93
TMR_00257 0.26 0.24 0.28 24 67074 68 9 54 5 74
TMR_00271 0.41 0.38 0.43 35 64180 53 15 31 7 56
TMR_00366 0.44 0.42 0.47 42 67806 52 11 37 4 58
TMR_00378 0.42 0.40 0.44 39 67808 53 12 37 4 58
TMR_00399 0.31 0.30 0.32 28 64892 65 13 47 5 66
TMR_00404 0.35 0.37 0.34 34 67428 74 11 55 8 58
TMR_00427 0.38 0.37 0.40 36 67438 61 8 46 7 61
TMR_00443 0.32 0.28 0.36 29 67080 58 5 47 6 75
TMR_00451 0.25 0.22 0.28 20 63475 55 7 44 4 69
TMR_00458 0.26 0.25 0.28 23 63464 69 8 51 10 70
TMR_00469 0.34 0.33 0.35 33 64525 62 10 52 0 67
TMR_00472 0.23 0.24 0.23 23 64522 77 18 57 2 74
TMR_00519 0.24 0.24 0.24 23 63095 82 13 59 10 72
TMR_00520 0.31 0.29 0.33 29 63102 70 5 54 11 70
TMR_00522 0.25 0.24 0.27 23 63104 74 11 52 11 74
TMR_00528 0.13 0.12 0.14 12 63102 86 8 68 10 85
TMR_00568 0.33 0.31 0.34 31 60635 66 9 51 6 68
TMR_00571 0.35 0.33 0.38 33 60639 62 8 46 8 66
TMR_00580 0.37 0.34 0.40 34 60642 55 8 42 5 66
TMR_00584 0.46 0.43 0.48 42 60988 52 5 40 7 55
TMR_00586 0.46 0.38 0.55 37 61008 35 1 29 5 60
TMR_00616 0.44 0.43 0.46 43 67067 56 8 43 5 56
TMR_00699 0.52 0.45 0.61 46 67085 34 0 30 4 56
TMR_00702 0.41 0.38 0.44 38 67074 56 7 42 7 62

^top


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