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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric UNAFold NanoFolder
MCC 0.556 > 0.194
Average MCC ± 95% Confidence Intervals 0.596 ± 0.032 > 0.270 ± 0.031
Sensitivity 0.549 > 0.229
Positive Predictive Value 0.566 > 0.168
Total TP 8866 > 3704
Total TN 8595794 > 8589367
Total FP 7805 < 19087
Total FP CONTRA 1168 < 3388
Total FP INCONS 5643 < 15012
Total FP COMP 994 > 687
Total FN 7297 < 12459
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of UNAFold - scored higher in this pairwise comparison

1. Total counts & total scores for UNAFold

Total Base Pair Counts
Total TP 8866
Total TN 8595794
Total FP 7805
Total FP CONTRA 1168
Total FP INCONS 5643
Total FP COMP 994
Total FN 7297
Total Scores
MCC 0.556
Average MCC ± 95% Confidence Intervals 0.596 ± 0.032
Sensitivity 0.549
Positive Predictive Value 0.566
Nr of predictions 251

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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_00017 0.26 0.28 0.24 18 50966 75 6 50 19 46
ASE_00083 0.79 0.75 0.83 82 62382 24 2 15 7 28
ASE_00122 0.47 0.45 0.48 40 43282 43 2 41 0 48
ASE_00185 0.74 0.71 0.77 91 73418 33 5 22 6 37
ASE_00190 0.57 0.54 0.60 49 45369 35 6 27 2 41
ASE_00191 0.69 0.67 0.72 41 29589 22 1 15 6 20
ASE_00196 0.73 0.72 0.75 54 31554 21 2 16 3 21
ASE_00221 0.57 0.52 0.64 61 64524 38 3 32 3 56
ASE_00227 0.30 0.29 0.32 38 78885 80 5 75 0 95
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_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_00248 0.41 0.38 0.44 43 62383 55 3 52 0 71
ASE_00250 0.48 0.46 0.50 60 78884 62 5 54 3 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_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_00285 0.69 0.65 0.73 79 68898 36 2 27 7 43
ASE_00287 0.70 0.66 0.75 68 54855 30 2 21 7 35
ASE_00294 0.78 0.74 0.83 127 114328 29 3 23 3 44
ASE_00295 0.63 0.59 0.67 77 73805 41 6 32 3 54
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_00321 0.56 0.56 0.56 49 54528 41 7 31 3 39
ASE_00335 0.48 0.47 0.50 54 75358 61 5 49 7 62
ASE_00339 0.53 0.52 0.53 62 80084 67 5 49 13 57
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00343 0.63 0.63 0.63 71 83323 55 8 34 13 42
ASE_00344 - 0.82 0.80 0.83 45 27207 27 4 5 18 11
ASE_00350 - 0.85 0.79 0.91 41 29601 30 0 4 26 11
ASE_00367 0.55 0.56 0.55 48 42983 43 6 34 3 38
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_00375 0.72 0.68 0.77 75 60280 28 1 22 5 35
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_00386 0.62 0.61 0.63 59 50309 42 2 33 7 37
ASE_00393 0.36 0.34 0.38 32 47810 59 3 50 6 61
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_00416 0.70 0.67 0.73 85 77305 38 2 29 7 42
ASE_00417 0.36 0.37 0.35 37 54509 72 10 59 3 63
ASE_00422 0.70 0.68 0.73 64 46883 31 5 19 7 30
ASE_00427 0.15 0.20 0.12 9 40677 83 23 46 14 37
ASE_00428 0.53 0.51 0.56 64 76521 55 5 46 4 61
ASE_00429 - 0.39 0.38 0.41 25 28142 44 1 35 8 41
ASE_00430 0.64 0.62 0.66 60 46880 38 5 26 7 37
ASE_00434 0.63 0.59 0.66 65 68167 46 8 25 13 45
ASE_00437 0.42 0.40 0.44 54 79278 69 5 64 0 81
ASE_00451 0.63 0.59 0.68 74 70767 38 2 33 3 51
ASE_00454 0.51 0.51 0.52 32 43303 53 2 28 23 31
CRW_00648 - 0.60 0.63 0.57 93 137911 74 17 54 3 55
CRW_00654 - 0.70 0.67 0.73 83 78096 36 4 27 5 41
CRW_00658 - 0.48 0.48 0.47 49 74587 58 22 33 3 53
CRW_00663 - 0.00 0.00 0.00 0 26039 67 11 56 0 61
CRW_00664 - 0.17 0.18 0.16 14 53538 79 16 60 3 64
CRW_00671 0.65 0.62 0.68 72 62729 39 7 27 5 45
CRW_00672 0.48 0.49 0.47 54 72275 65 19 42 4 57
CRW_00674 0.58 0.56 0.62 69 83324 45 7 36 2 55
CRW_00676 0.54 0.55 0.53 63 93410 69 15 40 14 52
CRW_00685 - 0.39 0.42 0.36 45 156956 113 21 58 34 61
CRW_00688 - 0.75 0.77 0.73 44 21885 17 7 9 1 13
CRW_00721 - 0.52 0.59 0.47 40 58567 61 17 29 15 28
CRW_00756 - 0.70 0.70 0.70 120 194829 63 7 44 12 52
CRW_01535 0.83 0.76 0.90 28 7109 7 0 3 4 9
CRW_01539 0.81 0.73 0.90 27 7110 9 0 3 6 10
CRW_01563 0.61 0.54 0.69 20 6874 10 2 7 1 17
CRW_01583 0.80 0.76 0.85 28 7107 9 0 5 4 9
CRW_01590 0.29 0.30 0.29 11 7102 27 6 21 0 26
CRW_01593 0.80 0.76 0.85 28 7107 10 0 5 5 9
CRW_01595 0.74 0.70 0.79 26 8482 12 0 7 5 11
CRW_01603 0.84 0.78 0.91 29 7108 7 0 3 4 8
CRW_01617 0.90 0.86 0.94 32 7106 6 0 2 4 5
CRW_01625 0.88 0.86 0.89 32 7104 7 0 4 3 5
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 3464 24 1 21 2 27
PDB_00070 0.93 0.88 1.00 21 2829 0 0 0 0 3
PDB_00078 - 0.44 0.42 0.48 48 49669 53 6 47 0 67
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 - 0.90 0.85 0.96 22 2392 1 0 1 0 4
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 - 0.90 0.82 1.00 9 519 1 0 0 1 2
PDB_00221 - 0.88 0.78 1.00 7 246 0 0 0 0 2
PDB_00278 - 0.19 0.19 0.19 14 24904 58 7 51 0 58
PDB_00312 - 1.00 1.00 1.00 9 426 0 0 0 0 0
PDB_00326 - 0.57 0.50 0.67 14 3720 7 0 7 0 14
PDB_00341 - 0.20 0.19 0.25 3 691 9 0 9 0 13
PDB_00349 - 0.64 0.64 0.64 9 932 5 0 5 0 5
PDB_00417 - 0.11 0.11 0.11 6 14143 47 5 42 0 50
PDB_00430 0.73 0.72 0.75 18 3216 6 3 3 0 7
PDB_00527 - -0.02 0.00 0.00 0 294 6 1 5 0 5
PDB_00565 - 0.76 0.68 0.85 34 8088 7 0 6 1 16
PDB_00570 - 0.90 0.82 1.00 18 2260 0 0 0 0 4
PDB_00571 0.21 0.20 0.24 5 3300 16 6 10 0 20
PDB_00573 - 0.75 0.71 0.80 24 6640 10 0 6 4 10
PDB_00584 - 0.58 0.47 0.73 8 1474 3 0 3 0 9
PDB_00698 - 0.94 0.89 1.00 17 844 0 0 0 0 2
PDB_00701 - 0.47 0.45 0.49 49 45351 52 5 46 1 60
PDB_00725 - 0.89 0.80 1.00 12 583 0 0 0 0 3
PDB_00734 - 0.83 0.70 1.00 7 224 0 0 0 0 3
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 - 1.00 1.00 1.00 14 689 0 0 0 0 0
PDB_00917 - 0.49 0.47 0.51 45 35157 49 4 39 6 50
PDB_00923 - 1.00 1.00 1.00 6 184 0 0 0 0 0
PDB_00994 - 0.11 0.12 0.11 5 10540 41 5 35 1 37
PDB_01009 0.52 0.57 0.48 12 2460 13 5 8 0 9
PDB_01051 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01074 - -0.01 0.00 0.00 0 2746 29 3 26 0 25
PDB_01076 - 0.71 0.62 0.80 49 23375 19 0 12 7 30
PDB_01130 - -0.01 0.00 0.00 0 1746 24 6 18 0 20
PDB_01193 - 0.40 0.39 0.41 59 105885 94 13 73 8 92
PDB_01199 - -0.01 0.00 0.00 0 2127 18 0 18 0 24
PDB_01236 0.73 0.69 0.77 37 11580 14 0 11 3 17
PDB_01275 - 0.89 0.79 1.00 56 18280 4 0 0 4 15
RFA_00416 0.93 0.93 0.93 14 1470 4 0 1 3 1
RFA_00434 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00436 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00442 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00446 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00604 0.70 0.71 0.69 25 13494 22 2 9 11 10
RFA_00620 0.67 0.64 0.69 25 21909 24 3 8 13 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00674 0.71 0.71 0.71 10 1114 5 0 4 1 4
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.42 0.43 0.43 6 976 9 0 8 1 8
RFA_00684 0.66 0.64 0.69 9 977 5 0 4 1 5
RFA_00703 0.67 0.64 0.69 9 4265 18 1 3 14 5
RFA_00716 -0.01 0.00 0.00 0 935 11 0 11 0 14
RFA_00717 0.64 0.64 0.64 9 889 5 0 5 0 5
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00763 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00770 0.61 0.56 0.67 10 2001 8 0 5 3 8
RFA_00773 0.71 0.56 0.91 10 1942 4 1 0 3 8
RFA_00808 -0.01 0.00 0.00 0 2001 15 2 13 0 16
RFA_00816 0.60 0.66 0.55 27 23171 30 13 9 8 14
SPR_00030 - 0.49 0.43 0.56 9 2469 7 0 7 0 12
SPR_00066 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00228 0.46 0.50 0.43 10 3805 15 5 8 2 10
SPR_00314 0.71 0.76 0.67 16 2902 11 0 8 3 5
SPR_00331 0.47 0.50 0.45 10 2753 12 4 8 0 10
SPR_00333 0.46 0.48 0.45 10 2753 12 4 8 0 11
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 2 16 2 13
SPR_00452 0.73 0.76 0.70 16 2827 7 3 4 0 5
SPR_00456 0.55 0.57 0.55 12 2828 11 2 8 1 9
SPR_00462 0.61 0.58 0.65 11 2398 6 3 3 0 8
SPR_00476 0.42 0.48 0.38 10 2749 16 3 13 0 11
SPR_00496 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00497 0.42 0.48 0.38 10 2749 16 3 13 0 11
SPR_00502 0.56 0.57 0.55 12 2904 10 2 8 0 9
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 0.28 0.33 0.25 7 3542 21 4 17 0 14
SPR_00557 0.40 0.43 0.39 9 2827 14 1 13 0 12
SPR_00832 - 0.64 0.67 0.63 10 1637 6 2 4 0 5
SPR_00868 0.58 0.57 0.60 12 2906 9 0 8 1 9
SPR_00932 0.54 0.57 0.52 12 2827 11 1 10 0 9
SPR_00957 0.78 0.76 0.80 16 2983 5 0 4 1 5
SPR_01040 0.83 0.81 0.85 17 2755 4 0 3 1 4
SPR_01143 0.32 0.33 0.32 7 2534 15 3 12 0 14
SRP_00005 - 0.83 0.83 0.83 20 3981 6 0 4 2 4
SRP_00038 0.94 0.94 0.94 31 5017 2 0 2 0 2
SRP_00046 0.97 0.97 0.97 31 4721 2 0 1 1 1
SRP_00103 0.88 0.86 0.91 88 45354 11 1 8 2 14
SRP_00117 0.80 0.76 0.84 78 45358 16 3 12 1 24
SRP_00138 - 1.00 1.00 1.00 27 3978 6 0 0 6 0
SRP_00144 0.74 0.73 0.75 69 46573 30 1 22 7 25
SRP_00170 0.55 0.56 0.54 14 4069 13 0 12 1 11
SRP_00173 0.73 0.71 0.75 64 38141 27 1 20 6 26
SRP_00193 - 0.67 0.67 0.69 24 6868 12 1 10 1 12
SRP_00194 0.77 0.81 0.74 17 3217 6 0 6 0 4
SRP_00197 0.44 0.43 0.45 43 49360 53 4 48 1 58
SRP_00198 0.34 0.34 0.35 35 50940 66 4 61 1 68
SRP_00200 0.80 0.81 0.81 29 6867 7 1 6 0 7
SRP_00216 0.93 0.93 0.93 25 3376 3 1 1 1 2
SRP_00229 0.43 0.44 0.41 12 5224 17 5 12 0 15
SRP_00233 0.97 0.94 1.00 31 5120 0 0 0 0 2
SRP_00234 0.76 0.74 0.77 64 36232 25 1 18 6 22
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.89 0.85 0.94 33 6868 3 1 1 1 6
SRP_00266 0.72 0.72 0.72 21 4627 9 1 7 1 8
SRP_00267 0.77 0.77 0.78 74 44456 27 3 18 6 22
SRP_00269 0.59 0.61 0.57 20 5015 15 3 12 0 13
SRP_00273 0.79 0.80 0.78 32 6745 10 1 8 1 8
SRP_00276 0.87 0.85 0.88 94 50614 14 5 8 1 16
SRP_00278 0.77 0.76 0.78 80 45954 23 5 17 1 25
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00303 0.69 0.72 0.66 23 6635 12 1 11 0 9
SRP_00308 0.69 0.67 0.71 59 36232 28 4 20 4 29
SRP_00317 0.78 0.73 0.83 72 45063 22 0 15 7 26
SRP_00321 0.64 0.64 0.65 69 47480 38 7 30 1 39
SRP_00322 0.61 0.61 0.60 67 48405 45 6 38 1 42
SRP_00332 0.84 0.85 0.83 90 50295 19 6 12 1 16
SRP_00333 0.86 0.85 0.88 29 5118 4 0 4 0 5
SRP_00337 0.66 0.63 0.69 57 35428 28 2 24 2 34
SRP_00338 0.97 0.97 0.97 35 5424 1 0 1 0 1
SRP_00342 0.55 0.56 0.54 14 3979 17 1 11 5 11
SRP_00354 - 0.73 0.71 0.75 66 38693 25 0 22 3 27
SRP_00355 - 0.84 0.82 0.86 79 41813 18 2 11 5 17
SRP_00358 0.93 0.91 0.94 32 6294 2 1 1 0 3
SRP_00383 0.12 0.13 0.13 3 3217 20 3 17 0 21
TMR_00036 0.57 0.57 0.57 58 90424 72 11 32 29 43
TMR_00123 0.17 0.17 0.17 17 66327 92 11 75 6 84
TMR_00180 0.63 0.63 0.63 62 67063 49 8 28 13 37
TMR_00240 0.20 0.21 0.20 18 63098 77 15 59 3 67
TMR_00352 0.39 0.41 0.36 31 95181 92 18 36 38 44
TMR_00353 0.51 0.53 0.49 56 84140 68 21 38 9 49
TMR_00357 0.40 0.41 0.40 38 82932 75 20 38 17 54
TMR_00361 - 0.29 0.35 0.25 25 93427 94 26 50 18 47
TMR_00374 0.37 0.40 0.34 37 81701 77 24 48 5 55
TMR_00384 0.33 0.31 0.36 34 65608 68 2 59 7 74
TMR_00395 0.39 0.37 0.42 40 64524 60 6 50 4 69
TMR_00398 0.67 0.64 0.70 68 65244 35 2 27 6 38
TMR_00399 0.29 0.31 0.28 29 64875 80 23 53 4 65
TMR_00430 0.29 0.30 0.28 33 82502 86 20 66 0 76
TMR_00431 0.68 0.69 0.68 38 51947 63 8 10 45 17
TMR_00443 0.37 0.38 0.36 39 67053 71 13 56 2 65
TMR_00457 0.55 0.54 0.56 55 78507 51 10 34 7 47
TMR_00469 0.40 0.41 0.39 41 64514 65 11 54 0 59
TMR_00502 0.22 0.24 0.21 22 75360 93 20 64 9 71
TMR_00503 0.34 0.33 0.35 37 67790 76 5 64 7 74
TMR_00519 0.19 0.20 0.18 19 63084 97 18 69 10 76
TMR_00528 0.30 0.31 0.29 30 63086 84 20 54 10 67
TMR_00541 0.42 0.41 0.43 43 61676 65 3 54 8 62
TMR_00547 0.50 0.50 0.51 50 65243 50 4 44 2 50
TMR_00562 0.26 0.26 0.26 27 72667 85 13 64 8 75
TMR_00566 0.25 0.25 0.24 25 60623 82 12 66 4 75
TMR_00571 0.32 0.32 0.32 32 60626 75 12 56 7 67
TMR_00584 0.52 0.51 0.53 49 60982 55 7 37 11 48
TMR_00594 0.21 0.22 0.21 23 79291 91 20 67 4 81
TMR_00605 0.54 0.52 0.57 56 74207 49 11 31 7 52
TMR_00609 0.63 0.61 0.64 69 63439 40 8 30 2 44
TMR_00624 0.48 0.47 0.49 51 62377 65 5 48 12 57
TMR_00683 0.33 0.35 0.32 35 82919 78 17 57 4 65
TMR_00698 0.56 0.55 0.58 57 63092 44 7 34 3 47
TMR_00703 0.36 0.36 0.37 36 67430 67 12 50 5 63
TMR_00706 0.53 0.52 0.53 54 66328 52 6 42 4 49
TMR_00711 0.55 0.54 0.55 53 67800 50 13 30 7 45

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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 3704
Total TN 8589367
Total FP 19087
Total FP CONTRA 3388
Total FP INCONS 15012
Total FP COMP 687
Total FN 12459
Total Scores
MCC 0.194
Average MCC ± 95% Confidence Intervals 0.270 ± 0.031
Sensitivity 0.229
Positive Predictive Value 0.168
Nr of predictions 251

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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_00294 0.12 0.13 0.12 23 114287 172 11 160 1 148
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_00318 0.03 0.04 0.03 5 80039 156 21 135 0 113
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_00339 0.25 0.29 0.22 34 80042 129 20 104 5 85
ASE_00340 0.06 0.07 0.05 6 45943 110 13 94 3 79
ASE_00343 0.14 0.17 0.12 19 83275 145 31 111 3 94
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_00648 - 0.05 0.06 0.04 9 137864 213 24 178 11 139
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_00674 0.16 0.19 0.14 23 83274 142 19 120 3 101
CRW_00676 0.11 0.14 0.09 16 93347 169 29 136 4 99
CRW_00685 - 0.11 0.15 0.08 16 156867 212 64 133 15 90
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_00756 - 0.04 0.05 0.03 9 194742 253 54 195 4 163
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_01193 - 0.08 0.09 0.07 14 105834 185 28 154 3 137
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_00036 0.22 0.29 0.17 29 90359 153 37 100 16 72
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_00352 0.07 0.09 0.05 7 95133 171 39 87 45 68
TMR_00353 0.41 0.51 0.32 54 84087 127 49 65 13 51
TMR_00357 0.26 0.34 0.19 31 82869 146 44 84 18 61
TMR_00361 - 0.06 0.10 0.04 7 93368 174 64 89 21 65
TMR_00374 0.09 0.13 0.07 12 81631 174 44 123 7 80
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_00430 0.18 0.23 0.15 25 82450 148 34 112 2 84
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_00683 0.01 0.02 0.01 2 82854 176 50 122 4 98
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.