CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of RNASLOpt - scored higher in this pairwise comparison

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

  5. Compile and download dataset for RNASLOpt & NanoFolder [.zip] - may take several seconds...


Overview

Metric RNASLOpt NanoFolder
MCC 0.479 > 0.205
Average MCC ± 95% Confidence Intervals 0.523 ± 0.035 > 0.280 ± 0.032
Sensitivity 0.446 > 0.239
Positive Predictive Value 0.517 > 0.178
Total TP 6277 > 3369
Total TN 6773793 > 6767045
Total FP 6411 < 16042
Total FP CONTRA 727 < 2726
Total FP INCONS 5147 < 12804
Total FP COMP 537 > 512
Total FN 7803 < 10711
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of RNASLOpt and NanoFolder. 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 RNASLOpt and NanoFolder).

  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 RNASLOpt and NanoFolder).

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

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Performance of RNASLOpt - scored higher in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 6277
Total TN 6773793
Total FP 6411
Total FP CONTRA 727
Total FP INCONS 5147
Total FP COMP 537
Total FN 7803
Total Scores
MCC 0.479
Average MCC ± 95% Confidence Intervals 0.523 ± 0.035
Sensitivity 0.446
Positive Predictive Value 0.517
Nr of predictions 233

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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_00017 0.24 0.25 0.24 16 50973 67 12 39 16 48
ASE_00083 0.52 0.47 0.58 52 62392 43 5 32 6 58
ASE_00122 0.58 0.53 0.63 47 43290 28 1 27 0 41
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_00191 0.58 0.56 0.61 34 29590 26 1 21 4 27
ASE_00196 0.41 0.37 0.46 28 31565 36 2 31 3 47
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_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_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_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_00285 0.62 0.54 0.71 66 68913 33 0 27 6 56
ASE_00287 0.28 0.23 0.33 24 54873 49 3 46 0 79
ASE_00295 0.52 0.46 0.58 60 73817 45 9 34 2 71
ASE_00298 0.39 0.35 0.42 40 67433 56 5 50 1 73
ASE_00321 0.59 0.59 0.60 52 54528 39 3 32 4 36
ASE_00335 0.55 0.51 0.59 59 75366 48 3 38 7 57
ASE_00340 0.39 0.35 0.44 30 45988 38 7 31 0 55
ASE_00344 - 0.67 0.66 0.67 37 27206 30 1 17 12 19
ASE_00350 - 0.64 0.63 0.65 33 29595 39 1 17 21 19
ASE_00367 0.46 0.42 0.50 36 42999 41 4 32 5 50
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_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_00386 0.51 0.48 0.55 46 50319 43 6 32 5 50
ASE_00393 0.48 0.43 0.54 40 47821 41 3 31 7 53
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_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_00422 0.79 0.72 0.86 68 46892 16 0 11 5 26
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_00429 - 0.54 0.52 0.58 34 28144 26 3 22 1 32
ASE_00430 0.78 0.70 0.87 68 46893 15 0 10 5 29
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_00451 0.44 0.40 0.48 50 70772 55 3 51 1 75
ASE_00454 0.51 0.52 0.50 33 43299 51 3 30 18 30
CRW_00654 - 0.84 0.79 0.90 98 78101 14 1 10 3 26
CRW_00658 - 0.39 0.37 0.40 38 74597 58 9 47 2 64
CRW_00663 - 0.16 0.16 0.17 10 26046 55 4 46 5 51
CRW_00664 - 0.17 0.17 0.17 13 53551 71 8 56 7 65
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_00688 - 0.74 0.70 0.78 40 21894 12 1 10 1 17
CRW_00721 - 0.65 0.66 0.64 45 58583 51 7 18 26 23
CRW_01535 0.23 0.22 0.24 8 7107 25 3 22 0 29
CRW_01539 0.71 0.62 0.82 23 7112 7 0 5 2 14
CRW_01563 0.33 0.27 0.40 10 6878 15 3 12 0 27
CRW_01583 0.15 0.14 0.19 5 7113 22 4 18 0 32
CRW_01590 0.25 0.24 0.26 9 7105 26 3 23 0 28
CRW_01593 0.73 0.65 0.83 24 7111 6 0 5 1 13
CRW_01595 0.00 0.00 0.00 0 8485 31 5 25 1 37
CRW_01603 0.36 0.32 0.41 12 7111 17 2 15 0 25
CRW_01617 0.22 0.22 0.23 8 7105 27 3 24 0 29
CRW_01625 0.80 0.73 0.87 27 7109 5 0 4 1 10
PDB_00011 - 0.91 0.83 1.00 10 266 0 0 0 0 2
PDB_00017 - 0.77 0.60 1.00 9 694 0 0 0 0 6
PDB_00036 - -0.01 0.00 0.00 0 3466 26 0 20 6 27
PDB_00070 0.41 0.38 0.45 9 2830 12 0 11 1 15
PDB_00078 - 0.35 0.32 0.38 37 49673 60 6 54 0 78
PDB_00113 - 0.74 0.56 1.00 5 226 0 0 0 0 4
PDB_00119 - 0.95 0.90 1.00 9 244 0 0 0 0 1
PDB_00136 - 0.71 0.58 0.88 15 2398 2 0 2 0 11
PDB_00137 - 0.87 0.77 1.00 10 396 0 0 0 0 3
PDB_00160 - 0.94 0.89 1.00 8 268 0 0 0 0 1
PDB_00178 - 0.39 0.36 0.44 4 519 5 1 4 0 7
PDB_00221 - 0.66 0.44 1.00 4 249 0 0 0 0 5
PDB_00278 - 0.38 0.36 0.41 26 24912 38 3 35 0 46
PDB_00312 - 0.46 0.44 0.50 4 427 4 0 4 0 5
PDB_00326 - 0.74 0.61 0.89 17 3722 2 0 2 0 11
PDB_00341 - 0.52 0.44 0.64 7 692 4 0 4 0 9
PDB_00349 - -0.01 0.00 0.00 0 936 10 0 10 0 14
PDB_00417 - 0.12 0.11 0.14 6 14154 38 4 32 2 50
PDB_00430 0.58 0.52 0.65 13 3220 7 3 4 0 12
PDB_00527 - -0.01 0.00 0.00 0 296 4 1 3 0 5
PDB_00565 - 0.54 0.48 0.62 24 8089 16 1 14 1 26
PDB_00570 - 0.90 0.82 1.00 18 2260 0 0 0 0 4
PDB_00571 0.87 0.80 0.95 20 3300 1 1 0 0 5
PDB_00573 - 0.63 0.53 0.75 18 6646 10 0 6 4 16
PDB_00584 - 0.23 0.24 0.25 4 1469 12 0 12 0 13
PDB_00698 - 0.94 0.89 1.00 17 844 0 0 0 0 2
PDB_00701 - 0.32 0.30 0.33 33 45352 67 6 60 1 76
PDB_00725 - 0.89 0.80 1.00 12 583 0 0 0 0 3
PDB_00734 - 0.62 0.40 1.00 4 227 0 0 0 0 6
PDB_00823 - -0.03 0.00 0.00 0 186 4 0 4 0 9
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00851 - 0.45 0.39 0.53 16 4723 14 0 14 0 25
PDB_00890 - -0.02 0.00 0.00 0 694 9 2 7 0 14
PDB_00917 - 0.44 0.42 0.47 40 35160 48 7 38 3 55
PDB_00923 - 1.00 1.00 1.00 6 184 0 0 0 0 0
PDB_00994 - 0.11 0.12 0.11 5 10541 40 5 34 1 37
PDB_01009 0.90 0.90 0.90 19 2464 5 0 2 3 2
PDB_01051 0.79 0.69 0.90 9 893 2 0 1 1 4
PDB_01074 - -0.01 0.00 0.00 0 2746 29 3 26 0 25
PDB_01076 - 0.58 0.47 0.71 37 23384 22 1 14 7 42
PDB_01130 - -0.01 0.00 0.00 0 1752 18 4 14 0 20
PDB_01199 - -0.01 0.00 0.00 0 2133 12 2 10 0 24
PDB_01236 0.62 0.52 0.74 28 11590 11 0 10 1 26
PDB_01275 - 0.35 0.31 0.40 22 18281 34 3 30 1 49
RFA_00416 0.77 0.60 1.00 9 1476 1 0 0 1 6
RFA_00434 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00436 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00442 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00446 0.77 0.60 1.00 9 1476 2 0 0 2 6
RFA_00604 0.73 0.66 0.82 23 13502 12 4 1 7 12
RFA_00620 0.66 0.64 0.68 25 21908 22 2 10 10 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00674 0.74 0.71 0.77 10 1115 4 0 3 1 4
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.74 0.71 0.77 10 977 5 0 3 2 4
RFA_00684 0.84 0.71 1.00 10 980 1 0 0 1 4
RFA_00703 0.41 0.43 0.40 6 4263 20 3 6 11 8
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 -0.01 0.00 0.00 0 894 9 0 9 0 14
RFA_00730 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00763 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00765 0.64 0.42 1.00 5 898 1 0 0 1 7
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_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00816 0.58 0.63 0.53 26 23171 26 13 10 3 15
SPR_00030 - 0.49 0.43 0.56 9 2469 8 0 7 1 12
SPR_00066 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00228 0.47 0.50 0.45 10 3806 13 5 7 1 10
SPR_00314 1.00 1.00 1.00 21 2905 2 0 0 2 0
SPR_00331 0.92 0.85 1.00 17 2758 0 0 0 0 3
SPR_00333 0.93 0.86 1.00 18 2757 0 0 0 0 3
SPR_00353 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00398 - -0.01 0.00 0.00 0 2193 20 4 14 2 13
SPR_00452 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00456 0.55 0.57 0.55 12 2828 12 2 8 2 9
SPR_00462 0.89 0.79 1.00 15 2400 1 0 0 1 4
SPR_00476 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00496 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00497 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00502 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00509 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00512 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00542 0.31 0.33 0.29 7 3546 17 2 15 0 14
SPR_00557 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00832 - 0.64 0.67 0.63 10 1637 6 2 4 0 5
SPR_00868 0.87 0.81 0.94 17 2908 2 0 1 1 4
SPR_00932 0.87 0.81 0.94 17 2832 2 0 1 1 4
SPR_00957 0.60 0.57 0.63 12 2984 9 0 7 2 9
SPR_01040 0.87 0.81 0.94 17 2757 2 0 1 1 4
SPR_01143 0.74 0.76 0.73 16 2534 6 3 3 0 5
SRP_00005 - 0.17 0.17 0.18 4 3983 19 1 17 1 20
SRP_00038 0.30 0.27 0.33 9 5023 18 0 18 0 24
SRP_00046 0.95 0.91 1.00 29 4724 1 0 0 1 3
SRP_00103 0.78 0.74 0.82 75 45360 16 1 15 0 27
SRP_00117 0.14 0.13 0.16 13 45369 70 3 66 1 89
SRP_00138 - 0.54 0.52 0.56 14 3980 13 2 9 2 13
SRP_00144 0.04 0.04 0.05 4 46578 83 17 66 0 90
SRP_00170 0.53 0.52 0.54 13 4071 12 2 9 1 12
SRP_00173 0.64 0.59 0.70 53 38150 25 4 19 2 37
SRP_00193 - 0.19 0.19 0.20 7 6868 29 2 26 1 29
SRP_00194 0.35 0.33 0.37 7 3221 12 0 12 0 14
SRP_00197 0.23 0.21 0.25 21 49370 64 9 55 0 80
SRP_00198 0.41 0.38 0.45 39 50954 47 5 42 0 64
SRP_00200 0.83 0.72 0.96 26 6876 1 0 1 0 10
SRP_00216 0.88 0.85 0.92 23 3378 3 1 1 1 4
SRP_00229 0.37 0.37 0.37 10 5226 17 5 12 0 17
SRP_00233 0.46 0.42 0.50 14 5123 14 0 14 0 19
SRP_00234 0.66 0.60 0.71 52 36242 23 0 21 2 34
SRP_00243 0.90 0.81 1.00 25 5126 0 0 0 0 6
SRP_00244 0.56 0.51 0.63 20 6871 12 2 10 0 19
SRP_00266 0.42 0.34 0.53 10 4637 9 1 8 0 19
SRP_00267 0.54 0.49 0.59 47 44471 35 3 30 2 49
SRP_00269 0.43 0.42 0.44 14 5018 18 2 16 0 19
SRP_00273 0.95 0.90 1.00 36 6750 1 0 0 1 4
SRP_00276 0.66 0.63 0.70 69 50622 31 7 23 1 41
SRP_00278 0.68 0.65 0.72 68 45961 29 4 23 2 37
SRP_00285 0.87 0.77 1.00 23 3718 0 0 0 0 7
SRP_00303 0.63 0.59 0.68 19 6642 9 1 8 0 13
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_00321 0.48 0.45 0.50 49 47488 51 5 44 2 59
SRP_00322 0.57 0.54 0.61 59 48419 38 1 37 0 50
SRP_00332 0.10 0.09 0.10 10 50305 88 5 83 0 96
SRP_00333 0.74 0.65 0.85 22 5125 4 1 3 0 12
SRP_00337 0.76 0.71 0.80 65 35430 17 2 14 1 26
SRP_00338 0.93 0.86 1.00 31 5429 0 0 0 0 5
SRP_00342 0.48 0.40 0.59 10 3988 7 1 6 0 15
SRP_00354 - 0.23 0.23 0.24 21 38693 68 5 62 1 72
SRP_00355 - 0.29 0.27 0.32 26 41824 56 7 48 1 70
SRP_00358 0.68 0.63 0.73 22 6298 8 2 6 0 13
SRP_00383 -0.01 0.00 0.00 0 3223 17 1 16 0 24
TMR_00123 0.43 0.39 0.47 39 66347 49 5 39 5 62
TMR_00180 0.52 0.51 0.54 50 67069 50 9 33 8 49
TMR_00240 0.47 0.47 0.48 40 63106 50 7 37 6 45
TMR_00384 0.32 0.30 0.34 32 65609 67 2 60 5 76
TMR_00395 0.60 0.54 0.67 59 64532 34 4 25 5 50
TMR_00398 0.68 0.62 0.73 66 65251 29 2 22 5 40
TMR_00399 0.31 0.30 0.32 28 64892 65 13 47 5 66
TMR_00431 0.68 0.62 0.76 34 51958 47 5 6 36 21
TMR_00443 0.32 0.28 0.36 29 67080 58 5 47 6 75
TMR_00457 0.29 0.28 0.30 29 78508 73 14 55 4 73
TMR_00469 0.34 0.33 0.35 33 64525 62 10 52 0 67
TMR_00502 0.30 0.30 0.31 28 75375 71 12 51 8 65
TMR_00503 0.47 0.45 0.50 50 67795 58 0 51 7 61
TMR_00519 0.24 0.24 0.24 23 63095 82 13 59 10 72
TMR_00528 0.13 0.12 0.14 12 63102 86 8 68 10 85
TMR_00541 0.49 0.47 0.51 49 61680 49 3 44 2 56
TMR_00547 0.46 0.43 0.49 43 65253 45 1 44 0 57
TMR_00562 0.39 0.36 0.42 37 72683 58 9 42 7 65
TMR_00566 0.46 0.46 0.46 46 60626 54 7 47 0 54
TMR_00571 0.35 0.33 0.38 33 60639 62 8 46 8 66
TMR_00584 0.46 0.43 0.48 42 60988 52 5 40 7 55
TMR_00594 0.48 0.48 0.49 50 79299 57 10 42 5 54
TMR_00605 0.50 0.48 0.52 52 74205 51 12 36 3 56
TMR_00609 0.71 0.68 0.75 77 63443 26 6 20 0 36
TMR_00624 0.69 0.67 0.71 72 62379 32 10 20 2 36
TMR_00698 0.49 0.49 0.50 51 63088 51 16 35 0 53
TMR_00703 0.26 0.24 0.29 24 67444 64 5 55 4 75
TMR_00706 0.37 0.34 0.40 35 66342 54 11 42 1 68
TMR_00711 0.47 0.45 0.49 44 67807 52 15 30 7 54

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Performance of NanoFolder - scored lower in this pairwise comparison

1. Total counts & total scores for NanoFolder

Total Base Pair Counts
Total TP 3369
Total TN 6767045
Total FP 16042
Total FP CONTRA 2726
Total FP INCONS 12804
Total FP COMP 512
Total FN 10711
Total Scores
MCC 0.205
Average MCC ± 95% Confidence Intervals 0.280 ± 0.032
Sensitivity 0.239
Positive Predictive Value 0.178
Nr of predictions 233

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00017 0.02 0.03 0.02 2 50914 131 38 86 7 62
ASE_00083 0.22 0.25 0.20 27 62347 108 12 95 1 83
ASE_00122 0.27 0.30 0.24 26 43258 84 13 68 3 62
ASE_00185 0.17 0.19 0.16 24 73382 134 14 116 4 104
ASE_00190 0.24 0.28 0.21 25 45334 93 14 78 1 65
ASE_00191 0.36 0.43 0.30 26 29559 67 15 46 6 35
ASE_00196 0.49 0.57 0.42 43 31524 62 16 43 3 32
ASE_00221 0.20 0.21 0.18 25 64484 112 10 101 1 92
ASE_00227 0.28 0.31 0.25 41 78840 122 20 102 0 92
ASE_00228 0.05 0.06 0.04 5 46858 109 17 91 1 81
ASE_00229 0.12 0.14 0.11 12 42380 97 12 82 3 75
ASE_00231 0.37 0.42 0.33 40 47773 84 17 65 2 56
ASE_00234 0.25 0.27 0.23 35 75315 117 10 106 1 94
ASE_00238 0.26 0.30 0.23 34 64111 119 18 98 3 80
ASE_00248 0.13 0.15 0.12 17 62340 124 9 115 0 97
ASE_00250 0.25 0.29 0.23 38 78835 135 17 113 5 93
ASE_00254 0.15 0.16 0.14 13 36761 88 3 79 6 69
ASE_00255 0.11 0.12 0.10 16 74530 146 16 129 1 114
ASE_00257 0.37 0.42 0.33 41 50917 85 15 67 3 56
ASE_00267 0.00 0.00 0.00 0 45036 115 9 105 1 88
ASE_00270 0.19 0.21 0.17 27 72232 132 14 117 1 101
ASE_00274 0.00 0.00 0.00 0 55487 126 12 112 2 103
ASE_00277 0.10 0.12 0.08 11 48071 123 23 100 0 80
ASE_00279 0.14 0.16 0.13 16 53177 109 16 92 1 85
ASE_00285 0.34 0.36 0.31 44 68866 98 14 82 2 78
ASE_00287 0.15 0.17 0.14 17 54824 107 14 91 2 86
ASE_00295 0.14 0.16 0.13 21 73761 140 19 119 2 110
ASE_00298 0.09 0.10 0.08 11 67389 129 8 120 1 102
ASE_00321 0.11 0.14 0.09 12 54484 122 22 97 3 76
ASE_00335 0.10 0.12 0.09 14 75304 151 22 126 3 102
ASE_00340 0.06 0.07 0.05 6 45943 110 13 94 3 79
ASE_00344 - 0.30 0.38 0.24 21 27175 84 18 47 19 35
ASE_00350 - 0.00 0.00 0.00 0 29557 101 20 69 12 52
ASE_00367 0.08 0.09 0.07 8 42960 110 10 93 7 78
ASE_00370 0.03 0.04 0.03 3 41796 109 18 88 3 81
ASE_00372 0.17 0.20 0.15 20 51871 113 19 93 1 80
ASE_00375 0.12 0.14 0.11 15 60246 120 10 107 3 95
ASE_00376 0.00 0.00 0.00 0 56822 136 9 122 5 105
ASE_00377 0.25 0.27 0.23 29 57505 98 10 86 2 78
ASE_00386 0.14 0.16 0.13 15 50284 106 9 95 2 81
ASE_00393 0.31 0.35 0.27 33 47773 90 18 71 1 60
ASE_00412 0.15 0.17 0.14 18 58183 111 14 96 1 87
ASE_00413 0.08 0.10 0.07 8 44438 108 19 86 3 73
ASE_00416 0.39 0.43 0.35 54 77267 103 18 82 3 73
ASE_00417 0.32 0.36 0.28 36 54486 98 18 75 5 64
ASE_00422 0.28 0.31 0.25 29 46856 87 9 77 1 65
ASE_00427 0.06 0.09 0.04 4 40651 105 35 65 5 42
ASE_00428 0.24 0.26 0.22 33 76483 121 13 107 1 92
ASE_00429 - 0.08 0.09 0.07 6 28114 84 14 69 1 60
ASE_00430 0.16 0.18 0.14 17 46852 102 10 92 0 80
ASE_00434 0.29 0.34 0.25 37 68116 122 20 92 10 73
ASE_00437 0.00 0.00 0.00 0 79238 164 12 151 1 135
ASE_00451 0.20 0.22 0.19 27 70731 118 8 110 0 98
ASE_00454 0.24 0.32 0.19 20 43260 103 28 57 18 43
CRW_00654 - 0.41 0.47 0.36 58 78049 105 18 85 2 66
CRW_00658 - 0.21 0.26 0.16 27 74527 137 28 109 0 75
CRW_00663 - 0.08 0.10 0.07 6 26014 90 17 69 4 55
CRW_00664 - 0.14 0.19 0.11 15 53486 134 42 85 7 63
CRW_00671 0.18 0.21 0.16 24 62682 130 23 106 1 93
CRW_00672 0.36 0.43 0.31 48 72233 114 35 74 5 63
CRW_00688 - 0.33 0.40 0.27 23 21859 64 21 42 1 34
CRW_00721 - 0.22 0.31 0.15 21 58515 133 46 71 16 47
CRW_01535 0.20 0.24 0.17 9 7088 43 7 36 0 28
CRW_01539 0.10 0.11 0.10 4 7099 40 1 36 3 33
CRW_01563 0.11 0.14 0.11 5 6856 43 5 37 1 32
CRW_01583 0.36 0.41 0.33 15 7095 31 8 22 1 22
CRW_01590 -0.01 0.00 0.00 0 7093 50 7 40 3 37
CRW_01593 0.32 0.38 0.29 14 7091 36 5 30 1 23
CRW_01595 -0.01 0.00 0.00 0 8459 57 10 46 1 37
CRW_01603 0.41 0.46 0.38 17 7095 29 6 22 1 20
CRW_01617 0.20 0.24 0.17 9 7087 45 7 37 1 28
CRW_01625 0.43 0.49 0.38 18 7093 31 7 22 2 19
PDB_00011 - 0.96 0.92 1.00 11 265 0 0 0 0 1
PDB_00017 - 0.66 0.67 0.67 10 688 5 1 4 0 5
PDB_00036 - -0.01 0.00 0.00 0 3457 29 1 28 0 27
PDB_00070 0.25 0.29 0.23 7 2819 24 4 20 0 17
PDB_00078 - 0.00 0.00 0.00 0 49644 126 10 116 0 115
PDB_00113 - 0.94 0.89 1.00 8 223 0 0 0 0 1
PDB_00119 - 0.95 0.90 1.00 9 244 0 0 0 0 1
PDB_00136 - 0.70 0.73 0.68 19 2387 9 1 8 0 7
PDB_00137 - 0.87 0.77 1.00 10 396 0 0 0 0 3
PDB_00160 - 0.89 0.89 0.89 8 267 2 0 1 1 1
PDB_00178 - -0.02 0.00 0.00 0 517 11 1 10 0 11
PDB_00221 - 0.94 0.89 1.00 8 245 0 0 0 0 1
PDB_00278 - 0.04 0.06 0.04 4 24875 98 13 84 1 68
PDB_00312 - 1.00 1.00 1.00 9 426 1 0 0 1 0
PDB_00326 - 0.58 0.64 0.53 18 3707 16 4 12 0 10
PDB_00341 - 0.47 0.44 0.54 7 690 6 0 6 0 9
PDB_00349 - 0.10 0.14 0.10 2 926 18 0 18 0 12
PDB_00417 - 0.00 0.00 0.00 0 14138 58 2 56 0 56
PDB_00430 0.38 0.44 0.34 11 3208 21 6 15 0 14
PDB_00527 - -0.02 0.00 0.00 0 292 8 2 6 0 5
PDB_00565 - 0.24 0.24 0.24 12 8079 37 1 36 0 38
PDB_00570 - -0.01 0.00 0.00 0 2257 21 0 21 0 22
PDB_00571 -0.01 0.00 0.00 0 3286 36 6 29 1 25
PDB_00573 - -0.01 0.00 0.00 0 6622 48 5 43 0 34
PDB_00584 - 0.47 0.53 0.43 9 1464 12 1 11 0 8
PDB_00698 - 0.97 0.95 1.00 18 843 0 0 0 0 1
PDB_00701 - 0.04 0.05 0.04 5 45319 127 14 113 0 104
PDB_00725 - 0.82 0.80 0.86 12 581 2 0 2 0 3
PDB_00734 - 0.83 0.70 1.00 7 224 0 0 0 0 3
PDB_00823 - -0.04 0.00 0.00 0 183 7 0 7 0 9
PDB_00828 0.30 0.33 0.28 9 2453 23 0 23 0 18
PDB_00851 - 0.16 0.17 0.17 7 4711 35 3 32 0 34
PDB_00890 - -0.02 0.00 0.00 0 690 13 2 11 0 14
PDB_00917 - 0.31 0.34 0.29 32 35136 81 10 67 4 63
PDB_00923 - 1.00 1.00 1.00 6 184 2 0 0 2 0
PDB_00994 - 0.40 0.50 0.33 21 10521 44 13 30 1 21
PDB_01009 0.27 0.33 0.23 7 2455 25 3 20 2 14
PDB_01051 -0.02 0.00 0.00 0 885 18 1 17 0 13
PDB_01074 - -0.01 0.00 0.00 0 2747 28 3 25 0 25
PDB_01076 - 0.00 0.00 0.00 0 23356 80 7 73 0 79
PDB_01130 - -0.01 0.00 0.00 0 1742 28 5 23 0 20
PDB_01199 - -0.01 0.00 0.00 0 2116 29 2 27 0 24
PDB_01236 0.31 0.33 0.30 18 11568 43 3 39 1 36
PDB_01275 - 0.04 0.04 0.04 3 18258 75 6 69 0 68
RFA_00416 0.94 1.00 0.88 15 1468 6 2 0 4 0
RFA_00434 0.84 1.00 0.71 15 1410 8 6 0 2 0
RFA_00436 0.86 1.00 0.75 15 1411 7 5 0 2 0
RFA_00442 0.94 1.00 0.88 15 1414 4 2 0 2 0
RFA_00446 0.85 0.93 0.78 14 1467 7 3 1 3 1
RFA_00604 0.42 0.54 0.33 19 13472 53 14 25 14 16
RFA_00620 0.16 0.23 0.11 9 21864 80 29 43 8 30
RFA_00664 -0.01 0.00 0.00 0 978 13 0 12 1 14
RFA_00674 0.12 0.14 0.13 2 1112 15 0 14 1 12
RFA_00675 0.28 0.29 0.29 4 976 10 1 9 0 10
RFA_00677 0.62 0.64 0.60 9 975 10 0 6 4 5
RFA_00684 0.74 0.71 0.77 10 977 5 2 1 2 4
RFA_00703 0.26 0.36 0.19 5 4252 32 5 16 11 9
RFA_00716 -0.02 0.00 0.00 0 929 17 0 17 0 14
RFA_00717 0.64 0.64 0.64 9 889 5 2 3 0 5
RFA_00730 0.38 0.42 0.36 5 889 10 3 6 1 7
RFA_00763 0.38 0.42 0.36 5 889 10 3 6 1 7
RFA_00765 0.39 0.42 0.38 5 890 9 2 6 1 7
RFA_00770 -0.01 0.00 0.00 0 1996 24 0 20 4 18
RFA_00773 0.93 1.00 0.86 18 1932 9 3 0 6 0
RFA_00808 0.83 1.00 0.70 16 1993 7 7 0 0 0
RFA_00816 0.00 0.00 0.00 0 23133 89 30 57 2 41
SPR_00030 - 0.47 0.52 0.42 11 2459 16 2 13 1 10
SPR_00066 0.47 0.57 0.39 12 2819 20 4 15 1 9
SPR_00228 0.44 0.60 0.32 12 3791 26 15 10 1 8
SPR_00314 0.47 0.57 0.39 12 2895 21 9 10 2 9
SPR_00331 0.48 0.60 0.39 12 2744 19 6 13 0 8
SPR_00333 0.25 0.33 0.21 7 2741 27 10 17 0 14
SPR_00353 0.64 0.81 0.52 17 2817 16 8 8 0 4
SPR_00398 - -0.01 0.00 0.00 0 2185 28 10 16 2 13
SPR_00452 0.27 0.33 0.23 7 2820 24 7 16 1 14
SPR_00456 0.49 0.57 0.43 12 2822 19 5 11 3 9
SPR_00462 0.65 0.74 0.58 14 2391 11 4 6 1 5
SPR_00476 0.47 0.52 0.42 11 2749 17 4 11 2 10
SPR_00496 0.47 0.57 0.40 12 2745 22 7 11 4 9
SPR_00497 0.27 0.33 0.23 7 2745 23 5 18 0 14
SPR_00502 0.27 0.33 0.23 7 2896 26 2 21 3 14
SPR_00509 0.23 0.30 0.19 6 2895 25 8 17 0 14
SPR_00512 0.61 0.75 0.50 15 2896 15 6 9 0 5
SPR_00542 0.26 0.33 0.22 7 3538 28 4 21 3 14
SPR_00557 0.42 0.52 0.34 11 2818 22 8 13 1 10
SPR_00832 - 0.53 0.67 0.43 10 1630 13 5 8 0 5
SPR_00868 0.49 0.57 0.43 12 2898 19 5 11 3 9
SPR_00932 0.43 0.52 0.35 11 2819 21 7 13 1 10
SPR_00957 0.63 0.76 0.53 16 2973 15 7 7 1 5
SPR_01040 0.15 0.19 0.13 4 2744 27 4 23 0 17
SPR_01143 0.41 0.48 0.36 10 2528 18 8 10 0 11
SRP_00005 - -0.01 0.00 0.00 0 3966 39 6 33 0 24
SRP_00038 0.23 0.27 0.20 9 5005 36 1 35 0 24
SRP_00046 0.33 0.38 0.29 12 4712 30 3 26 1 20
SRP_00103 0.00 0.00 0.00 0 45319 132 14 118 0 102
SRP_00117 0.20 0.23 0.18 23 45322 106 9 97 0 79
SRP_00138 - 0.44 0.52 0.39 14 3969 24 8 14 2 13
SRP_00144 0.05 0.06 0.05 6 46538 122 17 104 1 88
SRP_00170 0.29 0.36 0.25 9 4059 28 4 23 1 16
SRP_00173 0.00 0.00 0.00 0 38104 124 13 109 2 90
SRP_00193 - 0.16 0.19 0.15 7 6855 43 4 37 2 29
SRP_00194 0.27 0.33 0.23 7 3209 27 5 19 3 14
SRP_00197 0.12 0.14 0.11 14 49324 117 16 101 0 87
SRP_00198 0.07 0.08 0.06 8 50903 129 15 114 0 95
SRP_00200 0.41 0.47 0.35 17 6855 31 4 27 0 19
SRP_00216 0.44 0.48 0.41 13 3371 19 4 15 0 14
SRP_00229 0.42 0.52 0.35 14 5213 26 8 18 0 13
SRP_00233 0.25 0.30 0.22 10 5106 35 4 31 0 23
SRP_00234 0.21 0.24 0.18 21 36200 97 19 75 3 65
SRP_00243 0.47 0.55 0.40 17 5109 25 7 18 0 14
SRP_00244 0.38 0.44 0.34 17 6853 33 2 31 0 22
SRP_00266 0.55 0.66 0.46 19 4615 22 8 14 0 10
SRP_00267 0.04 0.05 0.04 5 44424 122 15 107 0 91
SRP_00269 0.46 0.52 0.43 17 5010 24 6 17 1 16
SRP_00273 0.36 0.40 0.33 16 6737 34 6 27 1 24
SRP_00276 0.19 0.22 0.18 24 50585 112 10 102 0 86
SRP_00278 0.33 0.36 0.30 38 45928 90 14 76 0 67
SRP_00285 0.38 0.43 0.35 13 3704 24 6 18 0 17
SRP_00303 0.36 0.41 0.33 13 6630 27 3 24 0 19
SRP_00308 0.14 0.17 0.12 15 36189 112 18 93 1 73
SRP_00317 0.14 0.16 0.12 16 45018 116 16 100 0 82
SRP_00321 0.44 0.49 0.40 53 47453 81 16 64 1 55
SRP_00322 0.22 0.25 0.21 27 48385 105 8 96 1 82
SRP_00332 0.12 0.14 0.11 15 50269 120 8 111 1 91
SRP_00333 0.20 0.24 0.19 8 5108 35 3 32 0 26
SRP_00337 0.42 0.46 0.38 42 35400 70 15 54 1 49
SRP_00338 0.52 0.56 0.49 20 5419 22 4 17 1 16
SRP_00342 0.20 0.24 0.17 6 3970 29 7 22 0 19
SRP_00354 - 0.06 0.08 0.06 7 38654 120 15 105 0 86
SRP_00355 - 0.09 0.10 0.08 10 41778 119 9 108 2 86
SRP_00358 0.32 0.37 0.28 13 6282 33 4 29 0 22
SRP_00383 -0.01 0.00 0.00 0 3205 35 9 26 0 24
TMR_00123 0.19 0.23 0.16 23 66283 126 20 104 2 78
TMR_00180 0.12 0.16 0.10 16 66999 149 35 111 3 83
TMR_00240 0.23 0.31 0.17 26 63041 128 39 84 5 59
TMR_00384 0.17 0.20 0.14 22 65550 133 26 105 2 86
TMR_00395 0.27 0.31 0.24 34 64478 115 10 98 7 75
TMR_00398 0.05 0.07 0.05 7 65197 139 24 113 2 99
TMR_00399 0.20 0.26 0.16 24 64833 130 38 85 7 70
TMR_00431 0.24 0.33 0.17 18 51899 127 26 60 41 37
TMR_00443 0.17 0.20 0.15 21 67018 126 24 98 4 83
TMR_00457 0.19 0.25 0.15 25 78443 141 39 99 3 77
TMR_00469 0.10 0.12 0.08 12 64469 145 27 112 6 88
TMR_00502 0.14 0.19 0.11 18 75303 150 45 100 5 75
TMR_00503 0.11 0.14 0.10 15 67741 141 20 120 1 96
TMR_00519 0.04 0.05 0.03 5 63046 141 33 106 2 90
TMR_00528 0.13 0.15 0.11 15 63051 131 20 104 7 82
TMR_00541 0.12 0.14 0.10 15 61630 139 22 109 8 90
TMR_00547 0.28 0.35 0.23 35 65188 122 37 81 4 65
TMR_00562 0.09 0.12 0.08 12 72617 147 27 115 5 90
TMR_00566 0.13 0.16 0.11 16 60582 132 22 106 4 84
TMR_00571 0.05 0.06 0.04 6 60577 149 19 124 6 93
TMR_00584 0.01 0.01 0.01 1 60922 159 33 119 7 96
TMR_00594 0.08 0.10 0.06 10 79238 156 30 123 3 94
TMR_00605 0.28 0.35 0.23 38 74141 129 36 90 3 70
TMR_00609 0.53 0.62 0.45 70 63391 89 28 57 4 43
TMR_00624 0.36 0.44 0.30 47 62325 111 27 82 2 61
TMR_00698 0.20 0.24 0.17 25 63042 124 27 96 1 79
TMR_00703 0.10 0.12 0.08 12 67376 140 26 114 0 87
TMR_00706 0.14 0.17 0.11 17 66281 133 29 103 1 86
TMR_00711 0.18 0.22 0.14 22 67740 137 41 93 3 76

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