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 MXScarna(20) - scored higher in this pairwise comparison

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

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


Overview

Metric MXScarna(20) UNAFold
MCC 0.626 > 0.531
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017 > 0.530 ± 0.021
Sensitivity 0.551 > 0.519
Positive Predictive Value 0.712 > 0.545
Total TP 11808 > 11121
Total TN 12417413 > 12413594
Total FP 5988 < 10209
Total FP CONTRA 910 < 1331
Total FP INCONS 3875 < 7960
Total FP COMP 1203 > 918
Total FN 9607 < 10294
P-value 3.56938820447e-08

^top




Performance plots


  1. Comparison of performance of MXScarna(20) and UNAFold. 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(20) and UNAFold).

  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(20) and UNAFold).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for MXScarna(20) and UNAFold. 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(20) and UNAFold).

^top





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

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

Total Base Pair Counts
Total TP 11808
Total TN 12417413
Total FP 5988
Total FP CONTRA 910
Total FP INCONS 3875
Total FP COMP 1203
Total FN 9607
Total Scores
MCC 0.626
Average MCC ± 95% Confidence Intervals 0.626 ± 0.017
Sensitivity 0.551
Positive Predictive Value 0.712
Nr of predictions 204

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.70 0.61 0.80 59 47821 19 2 13 4 38
ASE_00005 0.77 0.64 0.93 75 57889 11 1 5 5 42
ASE_00006 0.52 0.47 0.58 44 47510 34 6 26 2 49
ASE_00007 0.71 0.66 0.77 73 59590 26 2 20 4 37
ASE_00012 0.75 0.66 0.84 81 73824 18 2 13 3 42
ASE_00018 0.71 0.64 0.78 86 80491 29 1 23 5 48
ASE_00020 0.58 0.46 0.74 58 73842 24 3 17 4 68
ASE_00021 0.74 0.63 0.88 101 104081 17 2 12 3 59
ASE_00022 0.73 0.66 0.80 82 82925 28 5 16 7 42
ASE_00028 0.78 0.70 0.87 88 84565 21 4 9 8 38
ASE_00035 0.63 0.57 0.69 67 70403 38 1 29 8 51
ASE_00037 0.77 0.70 0.86 77 59250 18 0 13 5 33
ASE_00038 0.52 0.45 0.62 45 53555 32 3 25 4 56
ASE_00040 0.62 0.55 0.70 73 78899 38 3 28 7 60
ASE_00041 0.74 0.63 0.86 68 57551 17 1 10 6 40
ASE_00042 0.78 0.70 0.86 102 89982 21 3 13 5 43
ASE_00044 0.82 0.75 0.90 79 54527 13 4 5 4 26
ASE_00064 0.70 0.60 0.83 53 45387 22 1 10 11 36
ASE_00068 0.79 0.68 0.91 58 37611 11 2 4 5 27
ASE_00074 0.72 0.63 0.82 75 67805 21 1 15 5 44
ASE_00075 0.60 0.47 0.77 76 108712 26 4 19 3 86
ASE_00077 0.74 0.70 0.78 60 45073 22 3 14 5 26
ASE_00078 0.77 0.69 0.86 57 43005 17 2 7 8 26
ASE_00080 0.40 0.33 0.48 40 71548 48 5 38 5 83
ASE_00081 0.74 0.67 0.82 65 49691 24 1 13 10 32
ASE_00082 0.41 0.34 0.51 39 70424 44 4 33 7 77
ASE_00083 0.74 0.67 0.81 74 62390 24 2 15 7 36
ASE_00084 0.60 0.49 0.72 49 53560 28 2 17 9 50
ASE_00087 0.42 0.31 0.59 44 88335 37 2 29 6 100
ASE_00090 0.58 0.50 0.68 50 55538 27 1 22 4 51
ASE_00092 0.62 0.52 0.74 59 63466 28 6 15 7 54
ASE_00099 0.74 0.68 0.80 82 64517 24 2 19 3 38
ASE_00104 0.73 0.66 0.81 79 64164 25 1 17 7 40
ASE_00105 0.55 0.48 0.64 53 64178 35 0 30 5 58
ASE_00107 0.65 0.60 0.72 76 73047 36 1 29 6 51
ASE_00115 0.36 0.28 0.46 28 54554 38 2 31 5 73
ASE_00118 0.51 0.40 0.64 41 60662 33 1 22 10 61
ASE_00119 0.32 0.23 0.44 25 62778 34 0 32 2 83
ASE_00123 0.49 0.35 0.68 30 38459 16 3 11 2 55
ASE_00125 0.61 0.43 0.86 38 39296 11 0 6 5 50
ASE_00126 0.85 0.82 0.89 67 40395 15 2 6 7 15
ASE_00128 0.69 0.56 0.86 56 53236 14 2 7 5 44
ASE_00129 0.68 0.63 0.74 70 62740 28 3 22 3 41
ASE_00131 0.60 0.46 0.78 39 39290 20 1 10 9 46
ASE_00134 0.60 0.52 0.70 49 50333 29 1 20 8 46
ASE_00135 0.44 0.35 0.56 38 63122 41 1 29 11 71
ASE_00136 0.70 0.62 0.78 57 48132 24 1 15 8 35
ASE_00137 0.65 0.57 0.75 56 48441 23 3 16 4 42
ASE_00138 0.67 0.60 0.74 49 40404 27 1 16 10 32
ASE_00140 0.53 0.41 0.68 51 70801 28 4 20 4 74
ASE_00142 0.81 0.74 0.88 90 67059 16 3 9 4 32
ASE_00146 0.61 0.51 0.74 63 70791 29 1 21 7 61
ASE_00153 0.52 0.45 0.60 33 57575 51 2 20 29 40
ASE_00163 0.71 0.61 0.83 57 53232 17 3 9 5 36
ASE_00165 0.53 0.45 0.64 45 52905 29 3 22 4 56
ASE_00170 0.55 0.51 0.59 47 48749 35 5 27 3 46
ASE_00171 0.46 0.41 0.51 39 48439 42 1 37 4 55
ASE_00172 0.71 0.58 0.87 61 58926 15 2 7 6 45
ASE_00174 0.42 0.34 0.53 37 61005 39 3 30 6 72
ASE_00175 0.68 0.60 0.78 64 59949 26 3 15 8 43
ASE_00179 0.76 0.69 0.83 58 44183 18 4 8 6 26
ASE_00180 0.72 0.64 0.82 64 51282 20 3 11 6 36
ASE_00181 0.67 0.58 0.79 61 57553 24 6 10 8 45
ASE_00182 0.42 0.32 0.57 43 84179 38 2 31 5 93
ASE_00183 0.67 0.58 0.79 65 61343 24 0 17 7 48
ASE_00184 0.66 0.56 0.79 57 54543 17 4 11 2 45
ASE_00185 0.50 0.37 0.69 47 73468 24 3 18 3 81
ASE_00186 0.76 0.68 0.84 90 78896 20 1 16 3 42
ASE_00190 0.52 0.42 0.64 38 45392 24 5 16 3 52
ASE_00197 0.67 0.58 0.79 84 89146 27 2 21 4 61
ASE_00198 0.75 0.69 0.81 70 52564 20 4 12 4 32
ASE_00203 0.70 0.60 0.82 58 46594 17 3 10 4 38
ASE_00212 0.76 0.68 0.85 100 93844 23 3 14 6 48
ASE_00214 0.78 0.71 0.86 73 56195 16 4 8 4 30
ASE_00215 0.24 0.19 0.30 19 48453 48 6 38 4 80
ASE_00216 0.83 0.76 0.91 62 39272 13 1 5 7 20
ASE_00217 0.64 0.59 0.69 53 40393 31 1 23 7 37
ASE_00221 0.64 0.59 0.69 69 64520 34 1 30 3 48
ASE_00228 0.69 0.64 0.75 55 46898 26 4 14 8 31
ASE_00229 0.79 0.70 0.88 61 42417 14 3 5 6 26
ASE_00231 0.57 0.46 0.70 44 47832 24 1 18 5 52
ASE_00232 0.82 0.73 0.92 61 38437 10 3 2 5 23
ASE_00234 0.59 0.47 0.73 61 75383 27 3 19 5 68
ASE_00238 0.61 0.49 0.77 56 64188 22 4 13 5 58
ASE_00241 0.79 0.69 0.91 60 43890 12 1 5 6 27
ASE_00242 0.71 0.67 0.76 75 60976 31 1 23 7 37
ASE_00248 0.74 0.68 0.80 78 62383 26 1 19 6 36
ASE_00254 0.75 0.65 0.87 53 36795 12 4 4 4 29
ASE_00255 0.65 0.59 0.71 77 74583 34 3 28 3 53
ASE_00257 0.60 0.52 0.70 50 50969 30 3 18 9 47
ASE_00263 0.54 0.43 0.68 52 70424 27 4 20 3 68
ASE_00267 0.75 0.67 0.84 59 45080 20 1 10 9 29
ASE_00270 0.43 0.30 0.61 38 72328 27 1 23 3 90
ASE_00274 0.66 0.50 0.85 52 55550 14 2 7 5 51
ASE_00277 0.73 0.56 0.96 51 48152 6 0 2 4 40
ASE_00279 0.78 0.71 0.86 72 53217 19 3 9 7 29
ASE_00280 0.64 0.57 0.72 56 51925 32 1 21 10 42
ASE_00281 0.81 0.74 0.89 65 44478 16 3 5 8 23
ASE_00282 0.51 0.44 0.59 56 77720 43 3 36 4 71
ASE_00283 0.61 0.51 0.73 55 61701 25 3 17 5 52
ASE_00284 0.66 0.53 0.81 57 58241 15 2 11 2 51
ASE_00285 0.58 0.48 0.70 58 68923 28 4 21 3 64
ASE_00286 0.63 0.57 0.70 52 46591 31 1 21 9 40
ASE_00287 0.71 0.64 0.79 66 54862 25 3 15 7 37
ASE_00292 0.66 0.59 0.73 82 81697 39 2 29 8 56
ASE_00294 0.68 0.59 0.79 101 114353 34 1 26 7 70
ASE_00296 0.64 0.54 0.75 79 91700 32 5 22 5 66
ASE_00297 0.57 0.49 0.66 48 52902 30 3 22 5 50
ASE_00298 0.46 0.40 0.54 45 67445 43 7 31 5 68
ASE_00318 0.76 0.69 0.84 81 80103 31 6 10 15 37
ASE_00328 0.71 0.66 0.77 74 72675 33 5 17 11 38
ASE_00332 0.81 0.74 0.89 102 81695 17 4 9 4 36
ASE_00335 0.69 0.63 0.76 73 75370 33 5 18 10 43
ASE_00340 0.54 0.47 0.62 40 45991 32 4 21 7 45
ASE_00342 0.81 0.75 0.88 86 62383 19 1 11 7 29
ASE_00353 0.64 0.54 0.75 58 57893 25 2 17 6 49
ASE_00361 0.56 0.41 0.78 52 75399 19 1 14 4 75
ASE_00362 0.71 0.62 0.82 56 48137 18 3 9 6 35
ASE_00363 0.69 0.57 0.82 54 51294 22 2 10 10 40
ASE_00364 0.67 0.58 0.76 61 54205 25 3 16 6 44
ASE_00366 0.56 0.49 0.65 48 58579 29 4 22 3 50
ASE_00367 0.75 0.70 0.81 60 42997 20 3 11 6 26
ASE_00369 0.58 0.50 0.66 54 55863 33 1 27 5 53
ASE_00370 0.87 0.82 0.92 69 41830 14 0 6 8 15
ASE_00372 0.48 0.41 0.55 41 51929 36 4 29 3 59
ASE_00374 0.72 0.63 0.82 55 44783 15 2 10 3 33
ASE_00376 0.55 0.51 0.60 54 56863 38 3 33 2 51
ASE_00377 0.78 0.69 0.88 74 57546 13 4 6 3 33
ASE_00379 0.72 0.69 0.76 61 45976 22 3 16 3 28
ASE_00382 0.67 0.62 0.73 52 41834 29 1 18 10 32
ASE_00383 0.79 0.71 0.88 75 54530 17 2 8 7 30
ASE_00384 0.61 0.53 0.71 49 48447 24 2 18 4 43
ASE_00386 0.71 0.63 0.80 60 50328 22 1 14 7 36
ASE_00387 0.62 0.55 0.71 57 55865 27 6 17 4 47
ASE_00388 0.66 0.56 0.78 50 45689 20 1 13 6 39
ASE_00390 0.77 0.68 0.87 58 42128 15 2 7 6 27
ASE_00393 0.68 0.59 0.77 55 47824 21 1 15 5 38
ASE_00394 0.72 0.62 0.83 58 46901 19 4 8 7 35
ASE_00395 0.74 0.64 0.86 54 41553 20 1 8 11 30
ASE_00396 0.71 0.63 0.80 52 41551 19 4 9 6 31
ASE_00397 0.80 0.70 0.91 74 54534 12 0 7 5 31
ASE_00398 0.51 0.43 0.61 45 55871 38 1 28 9 59
ASE_00400 0.51 0.42 0.61 45 57896 33 3 26 4 61
ASE_00401 0.50 0.40 0.62 51 76946 36 4 27 5 75
ASE_00402 0.66 0.59 0.74 50 42418 21 1 17 3 35
ASE_00403 0.71 0.61 0.83 65 55867 19 3 10 6 42
ASE_00404 0.79 0.71 0.90 60 43004 10 0 7 3 25
ASE_00406 0.65 0.56 0.76 53 48758 26 1 16 9 41
ASE_00411 0.54 0.46 0.63 41 49390 27 2 22 3 48
ASE_00412 0.59 0.50 0.70 52 58237 28 2 20 6 53
ASE_00413 0.65 0.60 0.69 49 44480 29 5 17 7 32
ASE_00415 0.42 0.35 0.51 36 54876 37 1 33 3 67
ASE_00416 0.59 0.51 0.68 65 77325 36 6 25 5 62
ASE_00419 0.59 0.49 0.71 50 54876 23 1 19 3 53
ASE_00422 0.74 0.63 0.87 59 46903 14 2 7 5 35
ASE_00423 0.83 0.77 0.89 84 56859 16 3 7 6 25
ASE_00428 0.64 0.58 0.70 73 76532 38 6 25 7 52
ASE_00430 0.69 0.59 0.81 57 46901 18 2 11 5 40
ASE_00437 0.59 0.50 0.69 68 79302 35 0 31 4 67
ASE_00441 0.44 0.34 0.58 38 64196 33 1 26 6 74
ASE_00448 0.64 0.58 0.71 65 64169 33 1 26 6 47
ASE_00451 0.79 0.70 0.89 87 70778 16 3 8 5 38
RFA_00599 0.55 0.52 0.58 58 101375 62 5 37 20 53
RFA_00601 0.81 0.80 0.81 91 99123 42 5 16 21 23
RFA_00602 0.72 0.72 0.73 83 101361 51 6 25 20 33
TMR_00017 0.55 0.52 0.59 53 67071 42 16 21 5 49
TMR_00018 0.48 0.48 0.49 44 64530 48 21 25 2 48
TMR_00038 0.70 0.62 0.80 68 71168 24 8 9 7 42
TMR_00042 0.56 0.55 0.56 54 62739 48 11 31 6 44
TMR_00046 0.56 0.55 0.57 53 62742 46 5 35 6 43
TMR_00048 0.53 0.52 0.55 49 64891 48 7 33 8 46
TMR_00080 0.49 0.50 0.48 48 70399 54 25 28 1 48
TMR_00082 0.44 0.44 0.45 42 67803 53 17 34 2 54
TMR_00123 0.66 0.53 0.81 54 66363 23 2 11 10 47
TMR_00137 0.37 0.36 0.39 32 60992 53 18 33 2 57
TMR_00142 0.51 0.50 0.52 51 70778 53 14 33 6 51
TMR_00207 0.49 0.49 0.49 50 72288 54 16 36 2 53
TMR_00257 0.54 0.49 0.59 48 67080 38 10 23 5 50
TMR_00271 0.43 0.37 0.49 34 64192 38 11 24 3 57
TMR_00332 0.53 0.51 0.55 50 67070 43 15 26 2 49
TMR_00366 0.60 0.56 0.65 56 67810 43 8 22 13 44
TMR_00378 0.65 0.60 0.70 58 67813 36 10 15 11 39
TMR_00399 0.38 0.35 0.40 33 64898 53 16 33 4 61
TMR_00404 0.48 0.47 0.49 43 67441 54 14 30 10 49
TMR_00427 0.56 0.52 0.60 50 67445 36 15 18 3 47
TMR_00443 0.59 0.55 0.63 57 67070 36 15 19 2 47
TMR_00451 0.34 0.34 0.34 30 63459 58 21 36 1 59
TMR_00458 0.39 0.38 0.41 35 63460 51 20 31 0 58
TMR_00469 0.62 0.60 0.65 60 64527 38 14 19 5 40
TMR_00472 0.56 0.47 0.67 46 64551 34 12 11 11 51
TMR_00519 0.38 0.40 0.37 38 63086 68 19 47 2 57
TMR_00520 0.43 0.41 0.46 41 63100 51 12 37 2 58
TMR_00522 0.46 0.44 0.49 43 63102 45 17 28 0 54
TMR_00528 0.39 0.40 0.38 39 63088 65 19 44 2 58
TMR_00540 0.48 0.48 0.48 50 73431 56 17 38 1 54
TMR_00568 0.57 0.53 0.61 52 60641 45 4 29 12 47
TMR_00571 0.60 0.56 0.65 55 60641 42 5 25 12 44
TMR_00580 0.60 0.52 0.69 52 60651 33 3 20 10 48
TMR_00584 0.61 0.57 0.66 55 60992 39 5 23 11 42
TMR_00586 0.58 0.55 0.62 53 60989 42 6 27 9 44
TMR_00616 0.58 0.47 0.71 47 67095 24 9 10 5 52
TMR_00699 0.55 0.50 0.60 51 67076 37 10 24 3 51
TMR_00702 0.52 0.50 0.55 50 67070 43 14 27 2 50
TMR_00703 0.54 0.49 0.58 49 67444 39 13 22 4 50

^top



Performance of UNAFold - scored lower in this pairwise comparison

1. Total counts & total scores for UNAFold

Total Base Pair Counts
Total TP 11121
Total TN 12413594
Total FP 10209
Total FP CONTRA 1331
Total FP INCONS 7960
Total FP COMP 918
Total FN 10294
Total Scores
MCC 0.531
Average MCC ± 95% Confidence Intervals 0.530 ± 0.021
Sensitivity 0.519
Positive Predictive Value 0.545
Nr of predictions 204

^top



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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00004 0.71 0.70 0.72 68 47800 29 9 18 2 29
ASE_00005 0.60 0.54 0.67 63 57876 35 1 30 4 54
ASE_00006 0.67 0.66 0.68 61 47496 32 7 22 3 32
ASE_00007 0.57 0.54 0.60 59 59587 43 1 38 4 51
ASE_00012 0.52 0.48 0.56 59 73814 52 4 43 5 64
ASE_00018 0.78 0.73 0.84 98 80484 21 4 15 2 36
ASE_00020 0.57 0.54 0.60 68 73806 46 7 39 0 58
ASE_00021 0.58 0.54 0.62 86 104057 60 7 46 7 74
ASE_00022 0.46 0.45 0.48 56 82911 67 6 55 6 68
ASE_00028 0.56 0.55 0.57 69 84545 60 8 44 8 57
ASE_00035 0.30 0.28 0.32 33 70398 76 12 57 7 85
ASE_00037 0.63 0.59 0.66 65 59242 37 0 33 4 45
ASE_00038 0.54 0.53 0.54 54 53528 47 4 42 1 47
ASE_00040 0.48 0.46 0.50 61 78882 66 5 55 6 72
ASE_00041 0.44 0.41 0.47 44 57537 53 2 47 4 64
ASE_00042 0.61 0.57 0.64 83 89971 49 2 44 3 62
ASE_00044 0.69 0.68 0.70 71 54514 34 3 27 4 34
ASE_00064 0.32 0.31 0.32 28 45363 69 4 56 9 61
ASE_00068 0.52 0.49 0.55 42 37598 35 4 31 0 43
ASE_00074 0.58 0.57 0.60 68 67782 46 5 41 0 51
ASE_00075 0.61 0.56 0.68 90 108678 47 3 40 4 72
ASE_00077 0.52 0.51 0.54 44 45068 38 7 31 0 42
ASE_00078 0.65 0.63 0.68 52 42994 31 0 25 6 31
ASE_00080 0.47 0.45 0.49 55 71519 60 5 52 3 68
ASE_00081 0.56 0.54 0.58 52 49680 39 2 36 1 45
ASE_00082 0.55 0.51 0.59 59 70400 55 1 40 14 57
ASE_00083 0.79 0.75 0.83 82 62382 24 2 15 7 28
ASE_00084 0.69 0.69 0.70 68 53531 32 6 23 3 31
ASE_00087 0.59 0.54 0.64 78 88288 49 5 39 5 66
ASE_00090 0.59 0.59 0.59 60 55509 47 2 40 5 41
ASE_00092 0.69 0.65 0.73 74 63444 33 5 23 5 39
ASE_00099 0.51 0.50 0.53 60 64506 56 6 48 2 60
ASE_00104 0.70 0.67 0.73 80 64151 31 5 25 1 39
ASE_00105 0.36 0.34 0.38 38 64161 64 6 56 2 73
ASE_00107 0.66 0.65 0.67 82 73031 40 5 35 0 45
ASE_00115 0.49 0.48 0.51 48 54521 53 1 45 7 53
ASE_00118 0.58 0.56 0.59 57 60630 42 3 36 3 45
ASE_00119 0.67 0.65 0.69 70 62734 33 1 30 2 38
ASE_00123 0.28 0.27 0.29 23 38425 59 3 52 4 62
ASE_00125 0.64 0.63 0.65 55 39255 30 4 26 0 33
ASE_00126 0.75 0.77 0.74 63 40385 26 3 19 4 19
ASE_00128 0.65 0.62 0.69 62 53211 36 3 25 8 38
ASE_00129 0.52 0.50 0.53 56 62730 53 5 44 4 55
ASE_00131 0.61 0.55 0.68 47 39271 32 0 22 10 38
ASE_00134 0.41 0.42 0.40 40 50302 64 10 51 3 55
ASE_00135 0.46 0.45 0.47 49 63085 59 8 48 3 60
ASE_00136 0.56 0.52 0.60 48 48125 41 1 31 9 44
ASE_00137 0.67 0.65 0.68 64 48422 32 4 26 2 34
ASE_00138 0.53 0.52 0.55 42 40393 35 4 31 0 39
ASE_00140 0.72 0.67 0.77 84 70767 27 4 21 2 41
ASE_00142 0.74 0.70 0.79 85 67054 26 4 18 4 37
ASE_00146 0.55 0.52 0.60 64 70769 49 2 41 6 60
ASE_00153 0.67 0.68 0.66 50 57554 68 2 24 42 23
ASE_00163 0.60 0.59 0.62 55 53212 45 2 32 11 38
ASE_00165 0.54 0.52 0.56 53 52881 42 5 36 1 48
ASE_00170 0.70 0.68 0.72 63 48740 26 2 23 1 30
ASE_00171 0.70 0.69 0.71 65 48425 26 5 21 0 29
ASE_00172 0.69 0.68 0.70 72 58893 36 6 25 5 34
ASE_00174 0.52 0.51 0.53 56 60970 50 6 43 1 53
ASE_00175 0.73 0.70 0.76 75 59932 31 2 22 7 32
ASE_00179 0.65 0.65 0.64 55 44167 31 6 25 0 29
ASE_00180 0.65 0.62 0.69 62 51270 33 2 26 5 38
ASE_00181 0.54 0.53 0.55 56 57528 50 3 43 4 50
ASE_00182 0.53 0.51 0.55 69 84130 59 6 50 3 67
ASE_00183 0.72 0.71 0.73 80 61316 33 2 27 4 33
ASE_00184 0.66 0.66 0.66 67 54513 35 9 26 0 35
ASE_00185 0.74 0.71 0.77 91 73418 33 5 22 6 37
ASE_00186 0.74 0.70 0.79 92 78886 30 3 22 5 40
ASE_00190 0.57 0.54 0.60 49 45369 35 6 27 2 41
ASE_00197 0.54 0.50 0.58 73 89127 58 2 51 5 72
ASE_00198 0.53 0.53 0.53 54 52549 47 7 40 0 48
ASE_00203 0.62 0.61 0.63 59 46572 34 6 28 0 37
ASE_00212 0.51 0.49 0.54 72 93827 66 5 57 4 76
ASE_00214 0.79 0.77 0.81 79 56182 27 3 16 8 24
ASE_00215 0.58 0.55 0.62 54 48429 35 7 26 2 45
ASE_00216 0.66 0.66 0.67 54 39259 28 9 18 1 28
ASE_00217 0.30 0.29 0.33 26 40390 58 6 48 4 64
ASE_00221 0.57 0.52 0.64 61 64524 38 3 32 3 56
ASE_00228 0.53 0.55 0.52 47 46880 44 14 30 0 39
ASE_00229 0.60 0.60 0.61 52 42401 33 10 23 0 35
ASE_00231 0.31 0.31 0.31 30 47798 67 8 59 0 66
ASE_00232 0.59 0.58 0.60 49 38422 34 3 29 2 35
ASE_00234 0.51 0.47 0.54 61 75354 55 4 47 4 68
ASE_00238 0.52 0.50 0.53 57 64154 55 1 49 5 57
ASE_00241 0.55 0.53 0.58 46 43876 41 5 29 7 41
ASE_00242 0.72 0.68 0.76 76 60975 27 3 21 3 36
ASE_00248 0.41 0.38 0.44 43 62383 55 3 52 0 71
ASE_00254 0.74 0.72 0.76 59 36778 24 6 13 5 23
ASE_00255 0.48 0.45 0.50 59 74573 59 7 52 0 71
ASE_00257 0.56 0.56 0.57 54 50946 40 9 31 0 43
ASE_00263 0.62 0.62 0.62 74 70380 47 5 41 1 46
ASE_00267 0.49 0.45 0.53 40 45074 45 4 32 9 48
ASE_00270 0.68 0.66 0.69 85 72267 40 7 31 2 43
ASE_00274 0.50 0.49 0.51 50 55513 48 9 39 0 53
ASE_00277 0.39 0.38 0.39 35 48115 57 9 46 2 56
ASE_00279 0.70 0.66 0.74 67 53210 28 0 24 4 34
ASE_00280 0.62 0.60 0.64 59 51911 38 4 29 5 39
ASE_00281 0.54 0.51 0.58 45 44473 39 0 33 6 43
ASE_00282 0.55 0.54 0.56 69 77692 54 6 48 0 58
ASE_00283 0.82 0.79 0.86 84 61678 22 2 12 8 23
ASE_00284 0.63 0.61 0.65 66 58209 41 5 31 5 42
ASE_00285 0.69 0.65 0.73 79 68898 36 2 27 7 43
ASE_00286 0.43 0.42 0.43 39 46574 61 3 49 9 53
ASE_00287 0.70 0.66 0.75 68 54855 30 2 21 7 35
ASE_00292 0.64 0.59 0.70 82 81693 38 3 32 3 56
ASE_00294 0.78 0.74 0.83 127 114328 29 3 23 3 44
ASE_00296 0.29 0.28 0.31 40 91676 90 9 81 0 105
ASE_00297 0.68 0.67 0.69 66 52879 30 4 26 0 32
ASE_00298 0.46 0.44 0.48 50 67423 59 6 49 4 63
ASE_00318 0.65 0.64 0.67 75 80088 41 13 24 4 43
ASE_00328 0.40 0.40 0.41 45 72660 73 3 63 7 67
ASE_00332 0.54 0.51 0.56 71 81683 57 2 54 1 67
ASE_00335 0.48 0.47 0.50 54 75358 61 5 49 7 62
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00342 0.56 0.51 0.60 59 62383 39 2 37 0 56
ASE_00353 0.49 0.50 0.48 53 57859 58 11 47 0 54
ASE_00361 0.49 0.46 0.51 59 75351 59 7 49 3 68
ASE_00362 0.62 0.62 0.63 56 48116 36 6 27 3 35
ASE_00363 0.55 0.55 0.54 52 51264 47 4 40 3 42
ASE_00364 0.31 0.30 0.32 32 54184 72 7 62 3 73
ASE_00366 0.56 0.58 0.54 57 58547 50 10 39 1 41
ASE_00367 0.55 0.56 0.55 48 42983 43 6 34 3 38
ASE_00369 0.65 0.63 0.67 67 55845 37 3 30 4 40
ASE_00370 0.67 0.65 0.69 55 41825 25 7 18 0 29
ASE_00372 0.70 0.69 0.71 69 51906 31 5 23 3 31
ASE_00374 0.56 0.56 0.57 49 44764 37 8 29 0 39
ASE_00376 0.52 0.50 0.55 53 56856 47 4 40 3 52
ASE_00377 0.68 0.66 0.70 71 57529 36 4 26 6 36
ASE_00379 0.70 0.69 0.71 61 45970 34 3 22 9 28
ASE_00382 0.53 0.52 0.54 44 41824 40 6 31 3 40
ASE_00383 0.53 0.50 0.55 53 54519 47 4 39 4 52
ASE_00384 0.60 0.59 0.61 54 48428 39 2 32 5 38
ASE_00386 0.62 0.61 0.63 59 50309 42 2 33 7 37
ASE_00387 0.44 0.44 0.44 46 55841 58 6 52 0 58
ASE_00388 0.73 0.73 0.74 65 45665 28 3 20 5 24
ASE_00390 0.49 0.47 0.51 40 42117 45 6 32 7 45
ASE_00393 0.36 0.34 0.38 32 47810 59 3 50 6 61
ASE_00394 0.75 0.75 0.75 70 46878 26 5 18 3 23
ASE_00395 0.55 0.58 0.52 49 41521 46 8 38 0 35
ASE_00396 0.57 0.58 0.56 48 41530 43 8 30 5 35
ASE_00397 0.57 0.57 0.58 60 54511 46 3 41 2 45
ASE_00398 0.66 0.64 0.68 67 55846 35 3 29 3 37
ASE_00400 0.56 0.55 0.57 58 57869 44 4 39 1 48
ASE_00401 0.56 0.56 0.56 70 76904 54 11 43 0 56
ASE_00402 0.62 0.61 0.63 52 42403 34 6 25 3 33
ASE_00403 0.46 0.44 0.47 47 55846 53 3 49 1 60
ASE_00404 0.55 0.54 0.57 46 42990 42 0 35 7 39
ASE_00406 0.70 0.67 0.73 63 48742 27 8 15 4 31
ASE_00411 0.35 0.36 0.34 32 49362 61 11 50 0 57
ASE_00412 0.45 0.44 0.47 46 58213 54 8 44 2 59
ASE_00413 0.53 0.56 0.51 45 44462 44 14 30 0 36
ASE_00415 0.43 0.44 0.42 45 54840 63 9 52 2 58
ASE_00416 0.70 0.67 0.73 85 77305 38 2 29 7 42
ASE_00419 0.77 0.74 0.81 76 54852 22 4 14 4 27
ASE_00422 0.70 0.68 0.73 64 46883 31 5 19 7 30
ASE_00423 0.50 0.49 0.52 53 56852 51 7 41 3 56
ASE_00428 0.53 0.51 0.56 64 76521 55 5 46 4 61
ASE_00430 0.64 0.62 0.66 60 46880 38 5 26 7 37
ASE_00437 0.42 0.40 0.44 54 79278 69 5 64 0 81
ASE_00441 0.77 0.72 0.82 81 64162 30 2 16 12 31
ASE_00448 0.22 0.22 0.23 25 64150 92 6 80 6 87
ASE_00451 0.63 0.59 0.68 74 70767 38 2 33 3 51
RFA_00599 0.67 0.70 0.63 78 101352 64 17 28 19 33
RFA_00601 0.47 0.49 0.44 56 99109 89 21 49 19 58
RFA_00602 0.51 0.53 0.48 62 101347 86 18 48 20 54
TMR_00017 0.38 0.38 0.39 39 67060 68 15 47 6 63
TMR_00018 0.25 0.26 0.24 24 64521 81 11 64 6 68
TMR_00038 0.25 0.25 0.25 28 71142 87 12 71 4 82
TMR_00042 0.29 0.30 0.29 29 62736 73 8 62 3 69
TMR_00046 0.56 0.56 0.57 54 62740 47 7 34 6 42
TMR_00048 0.33 0.35 0.31 33 64874 78 9 64 5 62
TMR_00080 0.61 0.61 0.61 59 70403 41 10 28 3 37
TMR_00082 0.59 0.58 0.60 56 67802 43 12 26 5 40
TMR_00123 0.17 0.17 0.17 17 66327 92 11 75 6 84
TMR_00137 0.16 0.17 0.16 15 60979 89 14 67 8 74
TMR_00142 0.57 0.61 0.54 62 70761 53 21 32 0 40
TMR_00207 0.25 0.24 0.26 25 72292 80 6 67 7 78
TMR_00257 0.20 0.19 0.20 19 67068 78 8 66 4 79
TMR_00271 0.47 0.46 0.48 42 64173 54 7 39 8 49
TMR_00332 0.28 0.27 0.29 27 67067 71 14 53 4 72
TMR_00366 0.31 0.30 0.31 30 67800 79 10 56 13 70
TMR_00378 0.29 0.30 0.28 29 67792 86 7 68 11 68
TMR_00399 0.29 0.31 0.28 29 64875 80 23 53 4 65
TMR_00404 0.21 0.23 0.20 21 67425 94 23 59 12 71
TMR_00427 0.33 0.33 0.33 32 67430 69 11 55 3 65
TMR_00443 0.37 0.38 0.36 39 67053 71 13 56 2 65
TMR_00451 0.22 0.24 0.21 21 63448 83 14 63 6 68
TMR_00458 0.15 0.15 0.15 14 63450 89 19 63 7 79
TMR_00469 0.40 0.41 0.39 41 64514 65 11 54 0 59
TMR_00472 0.33 0.33 0.33 32 64523 77 10 55 12 65
TMR_00519 0.19 0.20 0.18 19 63084 97 18 69 10 76
TMR_00520 0.46 0.46 0.46 46 63090 64 12 42 10 53
TMR_00522 0.36 0.36 0.36 35 63094 70 11 50 9 62
TMR_00528 0.30 0.31 0.29 30 63086 84 20 54 10 67
TMR_00540 0.42 0.41 0.43 43 73435 66 10 48 8 61
TMR_00568 0.35 0.34 0.37 34 60633 65 9 50 6 65
TMR_00571 0.32 0.32 0.32 32 60626 75 12 56 7 67
TMR_00580 0.26 0.26 0.25 26 60624 77 19 57 1 74
TMR_00584 0.52 0.51 0.53 49 60982 55 7 37 11 48
TMR_00586 0.23 0.25 0.22 24 60965 87 18 68 1 73
TMR_00616 0.35 0.34 0.35 34 67064 68 14 49 5 65
TMR_00699 0.39 0.37 0.40 38 67066 61 7 50 4 64
TMR_00702 0.19 0.19 0.20 19 67065 80 17 60 3 81
TMR_00703 0.36 0.36 0.37 36 67430 67 12 50 5 63

^top


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