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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNAfold NanoFolder
MCC 0.550 > 0.194
Average MCC ± 95% Confidence Intervals 0.585 ± 0.032 > 0.270 ± 0.031
Sensitivity 0.547 > 0.229
Positive Predictive Value 0.555 > 0.168
Total TP 8834 > 3704
Total TN 8595546 > 8589367
Total FP 8123 < 19087
Total FP CONTRA 1191 < 3388
Total FP INCONS 5900 < 15012
Total FP COMP 1032 > 687
Total FN 7329 < 12459
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of RNAfold - scored higher in this pairwise comparison

1. Total counts & total scores for RNAfold

Total Base Pair Counts
Total TP 8834
Total TN 8595546
Total FP 8123
Total FP CONTRA 1191
Total FP INCONS 5900
Total FP COMP 1032
Total FN 7329
Total Scores
MCC 0.550
Average MCC ± 95% Confidence Intervals 0.585 ± 0.032
Sensitivity 0.547
Positive Predictive Value 0.555
Nr of predictions 251

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2. Individual counts for RNAfold [ 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 73 6 50 17 46
ASE_00083 0.79 0.75 0.83 83 62381 23 2 15 6 27
ASE_00122 0.28 0.27 0.29 24 43283 59 4 54 1 64
ASE_00185 0.80 0.76 0.84 97 73421 25 3 15 7 31
ASE_00190 0.50 0.48 0.52 43 45368 44 2 38 4 47
ASE_00191 0.55 0.52 0.57 32 29590 30 2 22 6 29
ASE_00196 0.75 0.73 0.76 55 31554 21 2 15 4 20
ASE_00221 0.58 0.53 0.64 62 64523 38 3 32 3 55
ASE_00227 0.30 0.29 0.32 38 78884 81 6 75 0 95
ASE_00228 0.60 0.60 0.59 52 46883 36 14 22 0 34
ASE_00229 0.60 0.60 0.61 52 42401 33 10 23 0 35
ASE_00231 0.69 0.69 0.70 66 47801 28 5 23 0 30
ASE_00234 0.58 0.53 0.63 68 75358 45 5 35 5 61
ASE_00238 0.62 0.61 0.63 70 64150 46 2 39 5 44
ASE_00248 0.47 0.43 0.51 49 62384 48 3 45 0 65
ASE_00250 0.61 0.59 0.64 77 78882 47 4 40 3 54
ASE_00254 0.74 0.72 0.77 59 36779 24 5 13 6 23
ASE_00255 0.47 0.45 0.50 59 74572 60 7 53 0 71
ASE_00257 0.64 0.64 0.64 62 50943 35 1 34 0 35
ASE_00267 0.32 0.31 0.34 27 45070 61 5 48 8 61
ASE_00270 0.64 0.63 0.66 81 72267 43 8 34 1 47
ASE_00274 0.48 0.47 0.51 48 55516 47 7 40 0 55
ASE_00277 0.38 0.38 0.38 35 48113 59 9 48 2 56
ASE_00279 0.70 0.66 0.74 67 53210 28 0 24 4 34
ASE_00285 0.71 0.67 0.75 82 68897 35 2 25 8 40
ASE_00287 0.72 0.67 0.77 69 54856 30 2 19 9 34
ASE_00294 0.79 0.75 0.83 128 114327 29 3 23 3 43
ASE_00295 0.53 0.49 0.57 64 73808 51 5 43 3 67
ASE_00298 0.47 0.45 0.50 51 67425 57 7 45 5 62
ASE_00318 0.63 0.60 0.65 71 80091 42 13 25 4 47
ASE_00321 0.40 0.40 0.40 35 54527 57 9 44 4 53
ASE_00335 0.48 0.47 0.50 54 75357 62 5 50 7 62
ASE_00339 0.53 0.52 0.53 62 80084 66 5 49 12 57
ASE_00340 0.75 0.74 0.76 63 45973 29 6 14 9 22
ASE_00343 0.31 0.31 0.31 35 83322 95 9 70 16 78
ASE_00344 - 0.81 0.82 0.81 46 27204 29 4 7 18 10
ASE_00350 - 0.93 0.88 0.98 46 29599 27 0 1 26 6
ASE_00367 0.32 0.34 0.31 29 42978 64 8 56 0 57
ASE_00370 0.65 0.63 0.67 53 41826 27 5 21 1 31
ASE_00372 0.70 0.69 0.72 69 51907 31 5 22 4 31
ASE_00375 0.57 0.54 0.60 59 60280 44 6 33 5 51
ASE_00376 0.52 0.50 0.54 53 56855 48 4 41 3 52
ASE_00377 0.68 0.66 0.70 71 57529 37 4 26 7 36
ASE_00386 0.53 0.53 0.53 51 50306 51 4 42 5 45
ASE_00393 0.37 0.35 0.39 33 47811 57 2 49 6 60
ASE_00412 0.46 0.45 0.48 47 58214 51 8 42 1 58
ASE_00413 0.39 0.42 0.36 34 44457 60 14 46 0 47
ASE_00416 0.69 0.67 0.72 85 77303 41 3 30 8 42
ASE_00417 0.36 0.37 0.35 37 54508 73 10 60 3 63
ASE_00422 0.70 0.68 0.72 64 46882 33 5 20 8 30
ASE_00427 0.15 0.20 0.12 9 40677 83 22 47 14 37
ASE_00428 0.53 0.51 0.55 64 76520 56 5 47 4 61
ASE_00429 - 0.39 0.38 0.41 25 28142 44 1 35 8 41
ASE_00430 0.63 0.62 0.65 60 46879 40 5 27 8 37
ASE_00434 0.57 0.55 0.58 61 68160 52 8 36 8 49
ASE_00437 0.42 0.40 0.44 54 79277 70 4 66 0 81
ASE_00451 0.49 0.46 0.52 58 70765 56 3 50 3 67
ASE_00454 0.64 0.63 0.66 40 43304 49 2 19 28 23
CRW_00648 - 0.60 0.64 0.57 94 137910 74 18 53 3 54
CRW_00654 - 0.70 0.68 0.72 84 78093 38 4 29 5 40
CRW_00658 - 0.45 0.46 0.45 47 74586 62 20 38 4 55
CRW_00663 - 0.14 0.15 0.13 9 26039 60 7 51 2 52
CRW_00664 - 0.05 0.05 0.04 4 53534 93 21 69 3 74
CRW_00671 0.60 0.59 0.61 69 62722 49 6 38 5 48
CRW_00672 0.48 0.50 0.47 55 72273 65 19 43 3 56
CRW_00674 0.53 0.53 0.52 66 83310 62 12 48 2 58
CRW_00676 0.54 0.56 0.52 64 93406 74 17 41 16 51
CRW_00685 - 0.38 0.42 0.34 44 156951 121 20 65 36 62
CRW_00688 - 0.85 0.86 0.84 49 21887 12 0 9 3 8
CRW_00721 - 0.52 0.60 0.46 41 58563 64 19 30 15 27
CRW_00756 - 0.47 0.48 0.46 82 194821 109 15 82 12 90
CRW_01535 0.84 0.78 0.91 29 7108 8 0 3 5 8
CRW_01539 0.83 0.76 0.90 28 7109 9 0 3 6 9
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 0.82 0.78 0.85 29 7106 10 0 5 5 8
CRW_01595 0.74 0.70 0.79 26 8482 12 0 7 5 11
CRW_01603 0.83 0.78 0.88 29 7107 7 0 4 3 8
CRW_01617 0.92 0.89 0.94 33 7105 6 0 2 4 4
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 0.68 0.67 0.70 16 2827 7 1 6 0 8
PDB_00078 - 0.47 0.45 0.50 52 49665 53 6 47 0 63
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 - 0.76 0.73 0.79 19 2391 5 0 5 0 7
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 - 0.12 0.13 0.12 9 24899 68 5 63 0 63
PDB_00312 - 0.46 0.44 0.50 4 427 4 0 4 0 5
PDB_00326 - 0.60 0.54 0.68 15 3719 7 0 7 0 13
PDB_00341 - 0.20 0.19 0.25 3 691 9 0 9 0 13
PDB_00349 - -0.02 0.00 0.00 0 930 16 0 16 0 14
PDB_00417 - 0.10 0.11 0.11 6 14140 50 6 44 0 50
PDB_00430 0.72 0.72 0.72 18 3215 7 3 4 0 7
PDB_00527 - -0.02 0.00 0.00 0 294 6 1 5 0 5
PDB_00565 - 0.77 0.70 0.85 35 8087 7 0 6 1 15
PDB_00570 - 0.90 0.82 1.00 18 2260 0 0 0 0 4
PDB_00571 0.17 0.16 0.19 4 3300 17 6 11 0 21
PDB_00573 - 0.75 0.71 0.80 24 6640 10 0 6 4 10
PDB_00584 - 0.18 0.18 0.20 3 1470 12 1 11 0 14
PDB_00698 - 0.94 0.89 1.00 17 844 0 0 0 0 2
PDB_00701 - 0.47 0.46 0.49 50 45349 53 5 47 1 59
PDB_00725 - 0.93 0.87 1.00 13 582 0 0 0 0 2
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 - 0.44 0.39 0.50 16 4721 16 0 16 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 - 0.00 0.00 0.00 0 10530 55 15 40 0 42
PDB_01009 0.52 0.57 0.48 12 2460 13 5 8 0 9
PDB_01051 0.75 0.69 0.82 9 892 6 0 2 4 4
PDB_01074 - -0.01 0.00 0.00 0 2746 29 3 26 0 25
PDB_01076 - 0.80 0.71 0.90 56 23374 14 0 6 8 23
PDB_01130 - -0.01 0.00 0.00 0 1748 22 5 17 0 20
PDB_01193 - 0.43 0.42 0.44 63 105886 90 14 67 9 88
PDB_01199 - 0.18 0.17 0.22 4 2127 14 0 14 0 20
PDB_01236 0.70 0.67 0.73 36 11579 16 0 13 3 18
PDB_01275 - 0.26 0.24 0.28 17 18275 47 2 42 3 54
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 0.69 0.71 0.68 25 13493 24 2 10 12 10
RFA_00620 0.64 0.62 0.67 24 21909 25 3 9 13 15
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 0.66 0.64 0.69 9 890 4 0 4 0 5
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00763 0.75 0.75 0.75 9 891 4 0 3 1 3
RFA_00765 0.75 0.75 0.75 9 891 5 0 3 2 3
RFA_00770 0.68 0.56 0.83 10 2004 5 0 2 3 8
RFA_00773 0.55 0.56 0.56 10 1935 8 2 6 0 8
RFA_00808 -0.01 0.00 0.00 0 2001 18 2 13 3 16
RFA_00816 0.59 0.66 0.53 27 23169 32 13 11 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 1 0 0 1 0
SPR_00228 0.46 0.50 0.43 10 3805 15 5 8 2 10
SPR_00314 0.68 0.71 0.65 15 2903 11 0 8 3 6
SPR_00331 0.46 0.50 0.43 10 2752 13 5 8 0 10
SPR_00333 0.45 0.48 0.43 10 2752 13 5 8 0 11
SPR_00353 1.00 1.00 1.00 21 2829 1 0 0 1 0
SPR_00398 - -0.01 0.00 0.00 0 2193 20 2 16 2 13
SPR_00452 0.53 0.57 0.50 12 2826 12 2 10 0 9
SPR_00456 0.54 0.57 0.52 12 2827 12 2 9 1 9
SPR_00462 0.59 0.58 0.61 11 2397 7 3 4 0 8
SPR_00476 0.51 0.57 0.46 12 2749 15 3 11 1 9
SPR_00496 1.00 1.00 1.00 21 2754 1 0 0 1 0
SPR_00497 0.51 0.57 0.46 12 2749 15 3 11 1 9
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 2 0 0 2 0
SPR_00512 1.00 1.00 1.00 20 2906 2 0 0 2 0
SPR_00542 0.28 0.33 0.25 7 3542 21 4 17 0 14
SPR_00557 0.41 0.43 0.41 9 2828 14 1 12 1 12
SPR_00832 - 0.64 0.67 0.63 10 1637 6 2 4 0 5
SPR_00868 0.83 0.81 0.85 17 2906 4 0 3 1 4
SPR_00932 0.85 0.81 0.89 17 2831 3 0 2 1 4
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 - 0.82 0.83 0.80 20 3980 7 0 5 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 0.85 0.83 0.86 85 45352 16 0 14 2 17
SRP_00117 0.83 0.81 0.85 83 45353 16 3 12 1 19
SRP_00138 - 1.00 1.00 1.00 27 3978 6 0 0 6 0
SRP_00144 0.74 0.74 0.74 70 46571 31 1 23 7 24
SRP_00170 0.55 0.56 0.54 14 4069 13 0 12 1 11
SRP_00173 0.85 0.82 0.87 74 38141 18 0 11 7 16
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 0.49 0.48 0.51 48 49361 49 4 42 3 53
SRP_00198 0.62 0.60 0.63 62 50942 40 2 34 4 41
SRP_00200 0.84 0.86 0.82 31 6865 9 1 6 2 5
SRP_00216 0.95 0.96 0.93 26 3375 3 1 1 1 1
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 0.77 0.77 0.78 66 36230 25 1 18 6 20
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.92 0.90 0.95 35 6866 3 1 1 1 4
SRP_00266 0.72 0.72 0.72 21 4627 9 1 7 1 8
SRP_00267 0.80 0.80 0.79 77 44454 26 3 17 6 19
SRP_00269 0.42 0.42 0.42 14 5017 19 3 16 0 19
SRP_00273 0.91 0.93 0.90 37 6745 6 1 3 2 3
SRP_00276 0.86 0.85 0.86 94 50612 16 5 10 1 16
SRP_00278 0.72 0.72 0.72 76 45950 32 4 26 2 29
SRP_00285 0.91 0.87 0.96 26 3714 1 0 1 0 4
SRP_00303 0.69 0.72 0.66 23 6635 12 1 11 0 9
SRP_00308 0.58 0.58 0.59 51 36228 39 9 27 3 37
SRP_00317 0.94 0.89 0.99 87 45062 9 0 1 8 11
SRP_00321 0.77 0.77 0.78 83 47479 27 3 21 3 25
SRP_00322 0.62 0.62 0.62 68 48406 43 5 37 1 41
SRP_00332 0.80 0.81 0.80 86 50295 25 6 16 3 20
SRP_00333 0.86 0.85 0.88 29 5118 4 0 4 0 5
SRP_00337 0.73 0.71 0.75 65 35424 24 2 20 2 26
SRP_00338 0.94 0.94 0.94 34 5424 2 0 2 0 2
SRP_00342 0.57 0.60 0.56 15 3978 17 1 11 5 10
SRP_00354 - 0.76 0.75 0.77 70 38690 24 0 21 3 23
SRP_00355 - 0.84 0.83 0.85 80 41811 19 2 12 5 16
SRP_00358 0.93 0.91 0.94 32 6294 3 1 1 1 3
SRP_00383 0.12 0.13 0.13 3 3216 21 3 18 0 21
TMR_00036 0.58 0.58 0.58 59 90423 73 10 33 30 42
TMR_00123 0.49 0.49 0.51 49 66333 53 10 38 5 52
TMR_00180 0.59 0.60 0.58 59 67060 53 7 35 11 40
TMR_00240 0.21 0.24 0.20 20 63088 85 23 59 3 65
TMR_00352 0.56 0.60 0.52 45 95179 80 17 25 38 30
TMR_00353 0.43 0.43 0.44 45 84152 74 15 43 16 60
TMR_00357 0.40 0.41 0.39 38 82931 75 22 37 16 54
TMR_00361 - 0.35 0.42 0.30 30 93428 88 29 41 18 42
TMR_00374 0.26 0.28 0.23 26 81699 88 23 62 3 66
TMR_00384 0.32 0.31 0.32 34 65597 78 6 66 6 74
TMR_00395 0.37 0.36 0.38 39 64517 68 5 59 4 70
TMR_00398 0.67 0.65 0.69 69 65241 37 2 29 6 37
TMR_00399 0.16 0.17 0.15 16 64871 97 27 66 4 78
TMR_00430 0.20 0.22 0.19 24 82495 102 23 79 0 85
TMR_00431 0.68 0.69 0.68 38 51947 63 8 10 45 17
TMR_00443 0.44 0.44 0.44 46 67057 60 14 44 2 58
TMR_00457 0.50 0.50 0.50 51 78504 58 12 39 7 51
TMR_00469 0.39 0.41 0.38 41 64511 68 11 57 0 59
TMR_00502 0.35 0.38 0.32 35 75358 83 17 56 10 58
TMR_00503 0.39 0.38 0.41 42 67794 68 5 55 8 69
TMR_00519 0.14 0.15 0.13 14 63083 103 16 77 10 81
TMR_00528 0.13 0.13 0.12 13 63081 106 12 84 10 84
TMR_00541 0.51 0.50 0.51 53 61672 59 5 46 8 52
TMR_00547 0.51 0.50 0.52 50 65245 48 3 43 2 50
TMR_00562 0.26 0.26 0.25 27 72665 88 13 66 9 75
TMR_00566 0.53 0.52 0.54 52 60629 54 5 40 9 48
TMR_00571 0.59 0.60 0.58 59 60624 48 8 35 5 40
TMR_00584 0.40 0.42 0.38 41 60967 73 8 59 6 56
TMR_00594 0.22 0.22 0.22 23 79295 88 14 69 5 81
TMR_00605 0.49 0.50 0.49 54 74194 58 21 36 1 54
TMR_00609 0.67 0.67 0.67 76 63433 39 8 29 2 37
TMR_00624 0.51 0.51 0.51 55 62373 65 5 48 12 53
TMR_00683 0.33 0.35 0.32 35 82917 79 17 59 3 65
TMR_00698 0.36 0.36 0.36 37 63087 69 17 49 3 67
TMR_00703 0.31 0.31 0.30 31 67426 75 14 57 4 68
TMR_00706 0.52 0.51 0.52 53 66328 53 6 43 4 50
TMR_00711 0.58 0.58 0.58 57 67797 46 14 28 4 41

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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.