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

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric RNAshapes NanoFolder
MCC 0.491 > 0.200
Average MCC ± 95% Confidence Intervals 0.547 ± 0.034 > 0.274 ± 0.031
Sensitivity 0.482 > 0.235
Positive Predictive Value 0.502 > 0.173
Total TP 7460 > 3629
Total TN 7877837 > 7871743
Total FP 8318 < 17960
Total FP CONTRA 1120 < 3130
Total FP INCONS 6295 < 14210
Total FP COMP 903 > 620
Total FN 8008 < 11839
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of RNAshapes - scored higher in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP 7460
Total TN 7877837
Total FP 8318
Total FP CONTRA 1120
Total FP INCONS 6295
Total FP COMP 903
Total FN 8008
Total Scores
MCC 0.491
Average MCC ± 95% Confidence Intervals 0.547 ± 0.034
Sensitivity 0.482
Positive Predictive Value 0.502
Nr of predictions 245

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00017 0.13 0.14 0.12 9 50962 82 12 57 13 55
ASE_00083 0.72 0.67 0.76 74 62384 26 5 18 3 36
ASE_00122 0.48 0.45 0.51 40 43287 38 0 38 0 48
ASE_00185 0.57 0.55 0.60 70 73419 54 5 42 7 58
ASE_00190 0.45 0.43 0.46 39 45367 45 5 40 0 51
ASE_00191 0.54 0.54 0.53 33 29584 38 4 25 9 28
ASE_00196 0.49 0.49 0.49 37 31551 41 2 36 3 38
ASE_00221 0.41 0.38 0.44 45 64517 62 3 55 4 72
ASE_00227 0.56 0.51 0.62 68 78893 43 4 38 1 65
ASE_00228 0.63 0.63 0.64 54 46886 34 9 22 3 32
ASE_00229 0.56 0.55 0.56 48 42401 39 11 26 2 39
ASE_00231 0.45 0.44 0.46 42 47803 54 5 45 4 54
ASE_00234 0.57 0.53 0.62 68 75356 45 5 37 3 61
ASE_00238 0.43 0.41 0.45 47 64157 60 6 51 3 67
ASE_00248 0.39 0.37 0.41 42 62379 65 2 58 5 72
ASE_00250 0.50 0.48 0.52 63 78882 61 6 52 3 68
ASE_00254 0.59 0.57 0.61 47 36779 30 3 27 0 35
ASE_00255 0.56 0.53 0.59 69 74574 50 5 43 2 61
ASE_00257 0.52 0.51 0.53 49 50947 45 7 37 1 48
ASE_00267 0.24 0.23 0.25 20 45071 64 8 51 5 68
ASE_00270 0.50 0.48 0.52 61 72272 62 5 52 5 67
ASE_00274 0.47 0.46 0.49 47 55516 53 10 38 5 56
ASE_00277 0.43 0.42 0.44 38 48118 49 7 42 0 53
ASE_00279 0.35 0.33 0.38 33 53214 59 4 50 5 68
ASE_00285 0.70 0.63 0.77 77 68906 30 1 22 7 45
ASE_00287 0.58 0.54 0.63 56 54857 39 3 30 6 47
ASE_00294 0.66 0.60 0.72 102 114340 44 0 39 5 69
ASE_00295 0.51 0.49 0.53 64 73800 59 9 47 3 67
ASE_00298 0.42 0.40 0.45 45 67428 57 3 52 2 68
ASE_00318 0.61 0.58 0.64 69 80092 44 14 25 5 49
ASE_00321 0.33 0.35 0.31 31 54515 73 19 50 4 57
ASE_00335 0.52 0.50 0.55 58 75360 57 9 39 9 58
ASE_00339 0.54 0.52 0.57 62 80091 57 4 43 10 57
ASE_00340 0.66 0.65 0.67 55 45974 34 5 22 7 30
ASE_00343 0.32 0.32 0.32 36 83322 91 9 69 13 77
ASE_00344 - 0.80 0.80 0.80 45 27205 32 4 7 21 11
ASE_00350 - 0.86 0.83 0.90 43 29598 34 0 5 29 9
ASE_00367 0.31 0.30 0.32 26 42990 63 4 51 8 60
ASE_00370 0.46 0.42 0.50 35 41835 42 1 34 7 49
ASE_00372 0.52 0.51 0.54 51 51908 44 9 35 0 49
ASE_00375 0.65 0.61 0.70 67 60282 34 3 26 5 43
ASE_00376 0.51 0.49 0.53 51 56857 50 4 41 5 54
ASE_00377 0.58 0.56 0.61 60 57531 45 2 37 6 47
ASE_00386 0.40 0.39 0.41 37 50313 58 5 48 5 59
ASE_00393 0.42 0.39 0.45 36 47815 50 2 42 6 57
ASE_00412 0.38 0.37 0.40 39 58213 59 12 47 0 66
ASE_00413 0.47 0.48 0.45 39 44465 49 11 36 2 42
ASE_00416 0.44 0.41 0.48 52 77313 61 1 55 5 75
ASE_00417 0.35 0.36 0.34 36 54510 73 4 65 4 64
ASE_00422 0.43 0.44 0.43 41 46876 57 9 45 3 53
ASE_00427 0.08 0.11 0.07 5 40680 84 23 47 14 41
ASE_00428 0.45 0.42 0.47 53 76523 65 5 55 5 72
ASE_00429 - 0.27 0.26 0.29 17 28144 51 2 40 9 49
ASE_00430 0.56 0.55 0.58 53 46879 44 7 32 5 44
ASE_00434 0.50 0.47 0.54 52 68168 57 12 33 12 58
ASE_00437 0.44 0.41 0.46 56 79280 65 4 61 0 79
ASE_00451 0.52 0.48 0.56 60 70768 51 3 45 3 65
ASE_00454 0.16 0.17 0.15 11 43293 75 11 50 14 52
CRW_00654 - 0.70 0.69 0.71 85 78091 37 6 28 3 39
CRW_00658 - 0.43 0.43 0.44 44 74590 69 13 44 12 58
CRW_00663 - 0.15 0.16 0.15 10 26039 61 3 54 4 51
CRW_00664 - 0.05 0.05 0.05 4 53540 90 17 67 6 74
CRW_00671 0.65 0.62 0.67 73 62726 43 1 35 7 44
CRW_00672 0.66 0.66 0.66 73 72279 45 8 30 7 38
CRW_00674 0.68 0.67 0.69 83 83316 41 6 31 4 41
CRW_00676 0.58 0.62 0.55 71 93398 67 17 42 8 44
CRW_00688 - 0.79 0.77 0.81 44 21891 13 2 8 3 13
CRW_00721 - 0.46 0.53 0.40 36 58562 67 21 34 12 32
CRW_01535 0.93 0.86 1.00 32 7108 3 0 0 3 5
CRW_01539 0.80 0.76 0.85 28 7107 10 0 5 5 9
CRW_01563 0.84 0.78 0.91 29 6871 3 0 3 0 8
CRW_01583 0.78 0.73 0.84 27 7108 9 0 5 4 10
CRW_01590 0.24 0.24 0.24 9 7103 28 4 24 0 28
CRW_01593 0.79 0.78 0.81 29 7104 11 0 7 4 8
CRW_01595 0.72 0.70 0.74 26 8480 14 0 9 5 11
CRW_01603 0.84 0.78 0.91 29 7108 5 0 3 2 8
CRW_01617 0.92 0.89 0.94 33 7105 5 0 2 3 4
CRW_01625 0.88 0.86 0.89 32 7104 6 0 4 2 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 3460 26 1 25 0 27
PDB_00070 0.68 0.67 0.70 16 2827 7 1 6 0 8
PDB_00078 - 0.71 0.68 0.75 78 49666 26 5 21 0 37
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 - 0.17 0.18 0.17 13 24901 62 6 56 0 59
PDB_00312 - 0.46 0.44 0.50 4 427 4 0 4 0 5
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 - -0.02 0.00 0.00 0 930 16 0 16 0 14
PDB_00417 - 0.65 0.61 0.71 34 14148 19 0 14 5 22
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 0.17 0.16 0.19 4 3300 17 6 11 0 21
PDB_00573 - 0.73 0.68 0.79 23 6641 10 0 6 4 11
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 - 0.57 0.53 0.60 58 45355 41 4 34 3 51
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 - 0.35 0.29 0.43 12 4725 16 0 16 0 29
PDB_00890 - 1.00 1.00 1.00 14 689 0 0 0 0 0
PDB_00917 - 0.52 0.51 0.55 48 35157 47 4 36 7 47
PDB_00923 - 1.00 1.00 1.00 6 184 0 0 0 0 0
PDB_00994 - 0.00 0.00 0.00 0 10536 52 6 43 3 42
PDB_01009 0.52 0.57 0.48 12 2460 13 5 8 0 9
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01074 - -0.01 0.00 0.00 0 2746 29 3 26 0 25
PDB_01076 - 0.64 0.54 0.75 43 23379 21 0 14 7 36
PDB_01130 - -0.01 0.00 0.00 0 1748 22 5 17 0 20
PDB_01193 - 0.45 0.42 0.48 64 105896 80 15 55 10 87
PDB_01199 - 0.18 0.17 0.22 4 2127 14 0 14 0 20
PDB_01236 0.60 0.56 0.65 30 11582 17 0 16 1 24
PDB_01275 - 0.26 0.24 0.28 17 18276 46 2 41 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 0.73 0.71 0.76 25 13497 19 2 6 11 10
RFA_00620 0.44 0.46 0.42 18 21902 36 7 18 11 21
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 0.42 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 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 0.21 0.24 0.18 10 23164 47 18 28 1 31
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 0.68 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 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 0.29 0.33 0.27 7 2824 19 2 17 0 14
SPR_00462 0.65 0.58 0.73 11 2400 4 1 3 0 8
SPR_00476 0.52 0.57 0.48 12 2750 13 3 10 0 9
SPR_00496 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00497 0.52 0.57 0.48 12 2750 13 3 10 0 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 13 1 12 0 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 0.34 0.38 0.32 8 2825 20 4 13 3 13
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 - 0.86 0.88 0.84 21 3980 6 0 4 2 3
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 0.15 0.15 0.16 15 45355 81 6 75 0 87
SRP_00117 0.65 0.62 0.69 63 45360 31 1 27 3 39
SRP_00138 - 1.00 1.00 1.00 27 3978 6 0 0 6 0
SRP_00144 0.39 0.38 0.39 36 46573 60 8 48 4 58
SRP_00170 0.59 0.60 0.58 15 4069 12 0 11 1 10
SRP_00173 0.60 0.59 0.62 53 38140 39 2 31 6 37
SRP_00193 - 0.71 0.72 0.70 26 6866 12 1 10 1 10
SRP_00194 0.77 0.81 0.74 17 3217 6 0 6 0 4
SRP_00197 0.31 0.31 0.32 31 49358 67 4 62 1 70
SRP_00198 0.46 0.45 0.47 46 50943 56 3 48 5 57
SRP_00200 0.66 0.67 0.65 24 6866 15 1 12 2 12
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 0.83 0.82 0.84 27 5119 5 0 5 0 6
SRP_00234 0.66 0.64 0.68 55 36234 33 2 24 7 31
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.52 0.51 0.53 20 6865 18 3 15 0 19
SRP_00266 0.72 0.72 0.72 21 4627 9 1 7 1 8
SRP_00269 0.43 0.42 0.44 14 5018 18 3 15 0 19
SRP_00273 0.79 0.80 0.78 32 6745 10 1 8 1 8
SRP_00276 0.81 0.79 0.84 87 50617 18 0 17 1 23
SRP_00278 0.70 0.69 0.72 72 45956 30 3 25 2 33
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 0.57 0.56 0.58 49 36231 37 3 32 2 39
SRP_00317 0.78 0.74 0.82 73 45061 19 1 15 3 25
SRP_00321 0.72 0.69 0.74 75 47485 28 3 23 2 33
SRP_00322 0.57 0.55 0.58 60 48413 44 3 40 1 49
SRP_00332 0.80 0.77 0.82 82 50303 19 1 17 1 24
SRP_00333 0.86 0.85 0.88 29 5118 4 0 4 0 5
SRP_00337 0.69 0.66 0.71 60 35427 26 1 23 2 31
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 - 0.74 0.72 0.75 67 38692 25 0 22 3 26
SRP_00355 - 0.77 0.75 0.80 72 41815 22 0 18 4 24
SRP_00358 0.96 0.97 0.94 34 6292 2 1 1 0 1
SRP_00383 0.20 0.21 0.20 5 3215 20 4 16 0 19
TMR_00123 0.05 0.05 0.05 5 66332 97 16 77 4 96
TMR_00180 0.57 0.58 0.56 57 67060 55 7 37 11 42
TMR_00240 0.19 0.21 0.17 18 63087 88 18 67 3 67
TMR_00352 0.25 0.28 0.23 21 95176 106 19 50 37 54
TMR_00353 0.37 0.36 0.38 38 84154 79 16 47 16 67
TMR_00357 0.17 0.17 0.16 16 82931 98 16 65 17 76
TMR_00374 0.12 0.13 0.11 12 81699 101 25 74 2 80
TMR_00384 0.26 0.26 0.27 28 65599 82 7 69 6 80
TMR_00395 0.54 0.49 0.60 53 64531 42 5 31 6 56
TMR_00398 0.49 0.48 0.50 51 65239 57 2 49 6 55
TMR_00399 0.20 0.21 0.19 20 64876 91 21 63 7 74
TMR_00430 0.23 0.25 0.22 27 82497 97 24 73 0 82
TMR_00431 0.59 0.60 0.58 33 51946 69 9 15 45 22
TMR_00443 0.25 0.24 0.27 25 67068 75 11 57 7 79
TMR_00457 0.27 0.27 0.26 28 78500 83 19 59 5 74
TMR_00469 0.38 0.39 0.37 39 64514 71 18 49 4 61
TMR_00502 0.15 0.16 0.14 15 75359 101 19 73 9 78
TMR_00503 0.30 0.29 0.31 32 67793 79 6 65 8 79
TMR_00519 0.17 0.18 0.17 17 63088 95 18 67 10 78
TMR_00528 0.33 0.32 0.33 31 63097 72 14 48 10 66
TMR_00541 0.32 0.31 0.32 33 61673 78 5 65 8 72
TMR_00547 0.42 0.42 0.43 42 65243 58 4 52 2 58
TMR_00562 0.29 0.29 0.29 30 72666 81 11 64 6 72
TMR_00566 0.30 0.30 0.30 30 60626 74 13 57 4 70
TMR_00571 0.22 0.22 0.22 22 60624 87 13 67 7 77
TMR_00584 0.38 0.40 0.37 39 60969 74 8 59 7 58
TMR_00594 0.21 0.21 0.22 22 79299 85 13 67 5 82
TMR_00605 0.32 0.32 0.32 35 74196 75 26 48 1 73
TMR_00609 0.53 0.53 0.54 60 63435 53 8 43 2 53
TMR_00624 0.34 0.33 0.35 36 62378 79 5 62 12 72
TMR_00683 0.25 0.27 0.24 27 82915 89 20 66 3 73
TMR_00698 0.36 0.36 0.36 37 63088 68 17 48 3 67
TMR_00703 0.29 0.28 0.31 28 67437 67 14 49 4 71
TMR_00706 0.32 0.32 0.32 33 66326 76 6 65 5 70
TMR_00711 0.47 0.47 0.47 46 67799 58 13 38 7 52

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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 3629
Total TN 7871743
Total FP 17960
Total FP CONTRA 3130
Total FP INCONS 14210
Total FP COMP 620
Total FN 11839
Total Scores
MCC 0.200
Average MCC ± 95% Confidence Intervals 0.274 ± 0.031
Sensitivity 0.235
Positive Predictive Value 0.173
Nr of predictions 245

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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_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_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_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_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_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_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.