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Table of contents:

  1. Overview

  2. Performance Plots

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

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

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


Overview

Metric CRWrnafold NanoFolder
MCC 0.505 > 0.194
Average MCC ± 95% Confidence Intervals 0.560 ± 0.035 > 0.270 ± 0.031
Sensitivity 0.503 > 0.229
Positive Predictive Value 0.509 > 0.168
Total TP 8133 > 3704
Total TN 8595482 > 8589367
Total FP 8779 < 19087
Total FP CONTRA 1310 < 3388
Total FP INCONS 6546 < 15012
Total FP COMP 923 > 687
Total FN 8030 < 12459
P-value 3.56938820447e-08

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Performance plots


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

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

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Performance of CRWrnafold - scored higher in this pairwise comparison

1. Total counts & total scores for CRWrnafold

Total Base Pair Counts
Total TP 8133
Total TN 8595482
Total FP 8779
Total FP CONTRA 1310
Total FP INCONS 6546
Total FP COMP 923
Total FN 8030
Total Scores
MCC 0.505
Average MCC ± 95% Confidence Intervals 0.560 ± 0.035
Sensitivity 0.503
Positive Predictive Value 0.509
Nr of predictions 251

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00017 0.25 0.28 0.22 18 50958 82 22 42 18 46
ASE_00083 0.75 0.71 0.79 78 62382 28 1 20 7 32
ASE_00122 0.26 0.25 0.28 22 43286 62 2 55 5 66
ASE_00185 0.64 0.62 0.66 79 73417 44 5 35 4 49
ASE_00190 0.52 0.51 0.53 46 45365 46 7 33 6 44
ASE_00191 0.55 0.54 0.57 33 29588 34 5 20 9 28
ASE_00196 0.80 0.79 0.81 59 31553 20 2 12 6 16
ASE_00221 0.49 0.44 0.55 51 64527 45 1 41 3 66
ASE_00227 0.52 0.50 0.54 66 78881 56 4 52 0 67
ASE_00228 0.34 0.34 0.35 29 46887 61 9 46 6 57
ASE_00229 0.44 0.43 0.46 37 42405 47 5 39 3 50
ASE_00231 0.62 0.63 0.63 60 47799 37 7 29 1 36
ASE_00234 0.52 0.50 0.55 64 75350 55 4 48 3 65
ASE_00238 0.56 0.54 0.57 62 64152 51 3 44 4 52
ASE_00248 0.28 0.27 0.30 31 62378 72 7 65 0 83
ASE_00250 0.51 0.50 0.52 65 78878 65 11 49 5 66
ASE_00254 0.62 0.61 0.64 50 36778 34 3 25 6 32
ASE_00255 0.58 0.55 0.61 72 74573 52 4 42 6 58
ASE_00257 0.53 0.53 0.53 51 50944 49 6 39 4 46
ASE_00267 0.17 0.17 0.17 15 45064 77 8 63 6 73
ASE_00270 0.62 0.59 0.65 76 72273 41 7 34 0 52
ASE_00274 0.41 0.41 0.42 42 55512 57 10 47 0 61
ASE_00277 0.30 0.30 0.31 27 48117 61 8 53 0 64
ASE_00279 0.30 0.29 0.31 29 53208 64 10 54 0 72
ASE_00285 0.50 0.48 0.53 58 68897 54 7 44 3 64
ASE_00287 0.34 0.32 0.36 33 54854 63 5 54 4 70
ASE_00294 0.38 0.36 0.41 61 114334 89 2 84 3 110
ASE_00295 0.37 0.35 0.39 46 73803 74 4 67 3 85
ASE_00298 0.41 0.39 0.43 44 67425 66 1 58 7 69
ASE_00318 0.53 0.53 0.54 62 80086 56 11 41 4 56
ASE_00321 0.57 0.58 0.55 51 54523 46 6 35 5 37
ASE_00335 0.53 0.52 0.55 60 75356 56 10 40 6 56
ASE_00339 0.47 0.46 0.48 55 80086 67 15 44 8 64
ASE_00340 0.32 0.32 0.32 27 45971 62 10 48 4 58
ASE_00343 0.28 0.29 0.27 33 83312 97 13 78 6 80
ASE_00344 - 0.59 0.61 0.57 34 27201 40 7 19 14 22
ASE_00350 - 0.46 0.50 0.43 26 29586 46 14 20 12 26
ASE_00367 0.26 0.27 0.26 23 42982 69 8 58 3 63
ASE_00370 0.51 0.50 0.51 42 41823 47 4 36 7 42
ASE_00372 0.59 0.59 0.58 59 51902 44 8 34 2 41
ASE_00375 0.68 0.64 0.73 70 60282 30 1 25 4 40
ASE_00376 0.43 0.43 0.44 45 56851 57 3 54 0 60
ASE_00377 0.68 0.66 0.70 71 57529 36 4 26 6 36
ASE_00386 0.39 0.39 0.41 37 50312 58 7 47 4 59
ASE_00393 0.24 0.24 0.26 22 47809 71 4 60 7 71
ASE_00412 0.57 0.55 0.60 58 58214 42 6 33 3 47
ASE_00413 0.28 0.30 0.27 24 44462 65 14 51 0 57
ASE_00416 0.46 0.45 0.48 57 77301 69 8 55 6 70
ASE_00417 0.48 0.48 0.48 48 54515 54 8 44 2 52
ASE_00422 0.71 0.69 0.73 65 46882 30 2 22 6 29
ASE_00427 0.15 0.20 0.12 9 40681 76 30 35 11 37
ASE_00428 0.53 0.50 0.55 63 76522 55 8 43 4 62
ASE_00429 - 0.45 0.45 0.45 30 28137 38 6 30 2 36
ASE_00430 0.68 0.66 0.71 64 46881 32 3 23 6 33
ASE_00434 0.50 0.50 0.50 55 68154 64 10 46 8 55
ASE_00437 0.33 0.32 0.34 43 79274 84 6 78 0 92
ASE_00451 0.42 0.41 0.44 51 70759 66 3 63 0 74
ASE_00454 0.52 0.54 0.51 34 43298 56 6 27 23 29
CRW_00648 - 0.27 0.28 0.27 42 137917 119 18 98 3 106
CRW_00654 - 0.83 0.82 0.83 102 78087 26 2 19 5 22
CRW_00658 - 0.34 0.35 0.32 36 74579 79 17 59 3 66
CRW_00663 - 0.00 0.00 0.00 0 26036 71 11 59 1 61
CRW_00664 - 0.19 0.21 0.18 16 53540 83 16 56 11 62
CRW_00671 0.61 0.58 0.64 68 62728 44 7 32 5 49
CRW_00672 0.76 0.77 0.75 85 72276 39 6 23 10 26
CRW_00674 0.55 0.55 0.56 68 83314 58 12 42 4 56
CRW_00676 0.52 0.57 0.47 65 93390 78 24 49 5 50
CRW_00685 - 0.55 0.61 0.50 65 156949 98 21 45 32 41
CRW_00688 - 0.62 0.65 0.59 37 21882 27 10 16 1 20
CRW_00721 - 0.59 0.57 0.61 39 58589 56 3 22 31 29
CRW_00756 - 0.45 0.46 0.44 79 194820 111 16 85 10 93
CRW_01535 0.97 0.95 1.00 35 7105 4 0 0 4 2
CRW_01539 0.96 0.92 1.00 34 7106 5 0 0 5 3
CRW_01563 0.55 0.51 0.59 19 6871 13 0 13 0 18
CRW_01583 0.46 0.43 0.48 16 7107 17 1 16 0 21
CRW_01590 0.94 0.92 0.97 34 7105 5 0 1 4 3
CRW_01593 0.90 0.89 0.92 33 7104 8 0 3 5 4
CRW_01595 0.39 0.38 0.41 14 8481 23 3 17 3 23
CRW_01603 0.80 0.76 0.85 28 7107 8 0 5 3 9
CRW_01617 0.97 0.95 1.00 35 7105 4 0 0 4 2
CRW_01625 0.86 0.84 0.89 31 7105 7 0 4 3 6
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 2 0 0 2 6
PDB_00036 - -0.01 0.00 0.00 0 3458 28 1 27 0 27
PDB_00070 0.93 0.88 1.00 21 2829 0 0 0 0 3
PDB_00078 - 0.54 0.52 0.56 60 49662 48 5 43 0 55
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 - 0.13 0.13 0.13 9 24908 59 5 54 0 63
PDB_00312 - 1.00 1.00 1.00 9 426 0 0 0 0 0
PDB_00326 - 0.83 0.75 0.91 21 3718 3 0 2 1 7
PDB_00341 - 0.75 0.56 1.00 9 694 0 0 0 0 7
PDB_00349 - -0.01 0.00 0.00 0 932 14 2 12 0 14
PDB_00417 - 0.11 0.11 0.11 6 14142 48 5 43 0 50
PDB_00430 0.73 0.72 0.75 18 3216 6 3 3 0 7
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 0.85 0.76 0.95 19 3301 1 1 0 0 6
PDB_00573 - 0.73 0.71 0.75 24 6638 12 0 8 4 10
PDB_00584 - 0.24 0.24 0.27 4 1470 11 0 11 0 13
PDB_00698 - 0.92 0.84 1.00 16 845 0 0 0 0 3
PDB_00701 - 0.10 0.10 0.10 11 45344 96 10 86 0 98
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 - 0.42 0.39 0.47 16 4719 18 4 14 0 25
PDB_00890 - -0.02 0.00 0.00 0 691 12 2 10 0 14
PDB_00917 - 0.50 0.48 0.52 46 35156 48 5 38 5 49
PDB_00923 - 1.00 1.00 1.00 6 184 0 0 0 0 0
PDB_00994 - 0.11 0.12 0.11 5 10539 44 4 37 3 37
PDB_01009 0.90 0.90 0.90 19 2464 4 0 2 2 2
PDB_01051 0.79 0.69 0.90 9 893 5 0 1 4 4
PDB_01074 - -0.01 0.00 0.00 0 2746 29 3 26 0 25
PDB_01076 - 0.62 0.52 0.73 41 23380 22 1 14 7 38
PDB_01130 - 1.00 1.00 1.00 20 1750 0 0 0 0 0
PDB_01193 - 0.55 0.52 0.58 78 105896 71 6 50 15 73
PDB_01199 - -0.01 0.00 0.00 0 2125 20 2 18 0 24
PDB_01236 0.92 0.85 1.00 46 11582 1 0 0 1 8
PDB_01275 - 0.36 0.32 0.40 23 18279 35 0 34 1 48
RFA_00416 1.00 1.00 1.00 15 1470 3 0 0 3 0
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 0.61 0.63 0.59 22 13493 26 2 13 11 13
RFA_00620 0.55 0.59 0.51 23 21900 40 4 18 18 16
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00674 -0.01 0.00 0.00 0 1118 10 0 10 0 14
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.69 0.64 0.75 9 978 5 0 3 2 5
RFA_00684 0.72 0.64 0.82 9 979 3 0 2 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 0 939 7 0 7 0 14
RFA_00717 0.31 0.29 0.36 4 892 8 0 7 1 10
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00763 0.69 0.67 0.73 8 892 3 1 2 0 4
RFA_00765 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00770 -0.01 0.00 0.00 0 2002 17 1 13 3 18
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00808 -0.01 0.00 0.00 0 2000 18 2 14 2 16
RFA_00816 0.21 0.24 0.19 10 23166 50 20 24 6 31
SPR_00030 - 0.53 0.52 0.55 11 2465 10 2 7 1 10
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 14 4 8 2 10
SPR_00314 0.74 0.81 0.68 17 2901 11 0 8 3 4
SPR_00331 1.00 1.00 1.00 20 2755 0 0 0 0 0
SPR_00333 0.56 0.62 0.52 13 2750 12 3 9 0 8
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 0.54 0.57 0.52 12 2827 11 2 9 0 9
SPR_00456 0.57 0.57 0.57 12 2829 12 1 8 3 9
SPR_00462 0.57 0.53 0.63 10 2399 6 3 3 0 9
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 0.44 0.48 0.42 10 2902 14 3 11 0 11
SPR_00509 0.27 0.30 0.25 6 2902 18 4 14 0 14
SPR_00512 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00542 0.29 0.33 0.26 7 3543 20 3 17 0 14
SPR_00557 0.36 0.38 0.35 8 2827 15 1 14 0 13
SPR_00832 - 0.64 0.67 0.63 10 1637 6 2 4 0 5
SPR_00868 0.76 0.76 0.76 16 2905 7 0 5 2 5
SPR_00932 0.39 0.43 0.36 9 2825 17 4 12 1 12
SPR_00957 0.78 0.76 0.80 16 2983 5 0 4 1 5
SPR_01040 1.00 1.00 1.00 21 2754 1 0 0 1 0
SPR_01143 0.41 0.43 0.41 9 2534 13 2 11 0 12
SRP_00005 - 0.83 0.83 0.83 20 3981 6 0 4 2 4
SRP_00038 0.91 0.88 0.94 29 5019 2 0 2 0 4
SRP_00046 0.95 0.94 0.97 30 4722 2 0 1 1 2
SRP_00103 0.47 0.46 0.47 47 45352 52 6 46 0 55
SRP_00117 0.39 0.38 0.40 39 45354 60 2 56 2 63
SRP_00138 - 0.52 0.52 0.52 14 3978 18 2 11 5 13
SRP_00144 0.66 0.65 0.67 61 46574 34 1 29 4 33
SRP_00170 0.66 0.68 0.65 17 4069 10 1 8 1 8
SRP_00173 0.80 0.78 0.82 70 38141 20 0 15 5 20
SRP_00193 - 0.56 0.56 0.57 20 6868 16 1 14 1 16
SRP_00194 0.77 0.81 0.74 17 3217 11 0 6 5 4
SRP_00197 0.15 0.15 0.16 15 49362 78 9 69 0 86
SRP_00198 0.39 0.39 0.39 40 50938 63 4 58 1 63
SRP_00200 0.90 0.92 0.89 33 6866 4 1 3 0 3
SRP_00216 0.93 0.93 0.93 25 3376 3 1 1 1 2
SRP_00229 0.35 0.37 0.34 10 5224 19 6 13 0 17
SRP_00233 0.94 0.88 1.00 29 5122 0 0 0 0 4
SRP_00234 0.81 0.81 0.81 70 36229 21 0 16 5 16
SRP_00243 0.95 0.90 1.00 28 5123 1 0 0 1 3
SRP_00244 0.92 0.92 0.92 36 6864 4 1 2 1 3
SRP_00266 0.55 0.55 0.55 16 4627 14 1 12 1 13
SRP_00267 0.67 0.65 0.69 62 44461 30 2 26 2 34
SRP_00269 0.94 0.88 1.00 29 5021 0 0 0 0 4
SRP_00273 0.94 0.95 0.93 38 6745 4 1 2 1 2
SRP_00276 0.85 0.84 0.86 92 50614 16 5 10 1 18
SRP_00278 0.77 0.76 0.77 80 45952 26 5 19 2 25
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00303 0.81 0.84 0.77 27 6635 8 1 7 0 5
SRP_00308 0.67 0.67 0.67 59 36227 29 4 25 0 29
SRP_00317 0.56 0.54 0.59 53 45060 39 3 34 2 45
SRP_00321 0.67 0.67 0.67 72 47478 37 4 32 1 36
SRP_00322 0.82 0.82 0.82 89 48407 20 3 17 0 20
SRP_00332 0.89 0.88 0.90 93 50300 14 1 9 4 13
SRP_00333 0.95 0.91 1.00 31 5120 0 0 0 0 3
SRP_00337 0.68 0.68 0.68 62 35420 31 1 28 2 29
SRP_00338 0.96 0.94 0.97 34 5425 1 0 1 0 2
SRP_00342 0.70 0.72 0.69 18 3979 10 1 7 2 7
SRP_00354 - 0.65 0.63 0.67 59 38693 31 3 26 2 34
SRP_00355 - 0.79 0.76 0.83 73 41817 17 2 13 2 23
SRP_00358 0.88 0.86 0.91 30 6295 3 1 2 0 5
SRP_00383 0.12 0.13 0.13 3 3217 20 3 17 0 21
TMR_00036 0.57 0.58 0.56 59 90420 75 9 37 29 42
TMR_00123 0.60 0.58 0.63 59 66336 40 6 29 5 42
TMR_00180 0.63 0.64 0.62 63 67059 50 11 28 11 36
TMR_00240 0.22 0.25 0.21 21 63088 84 23 58 3 64
TMR_00352 0.23 0.25 0.20 19 95172 114 24 51 39 56
TMR_00353 0.52 0.52 0.52 55 84149 64 12 39 13 50
TMR_00357 0.50 0.54 0.47 50 82921 72 21 36 15 42
TMR_00361 - 0.36 0.43 0.30 31 93425 89 27 45 17 41
TMR_00374 0.12 0.13 0.11 12 81704 112 27 67 18 80
TMR_00384 0.51 0.50 0.52 54 65600 54 5 44 5 54
TMR_00395 0.36 0.36 0.36 39 64513 70 7 61 2 70
TMR_00398 0.36 0.35 0.37 37 65240 68 4 60 4 69
TMR_00399 0.18 0.19 0.17 18 64876 88 17 69 2 76
TMR_00430 0.21 0.22 0.20 24 82500 100 25 72 3 85
TMR_00431 0.64 0.69 0.59 38 51939 56 15 11 30 17
TMR_00443 0.41 0.42 0.41 44 67053 72 15 49 8 60
TMR_00457 0.35 0.35 0.34 36 78500 78 8 62 8 66
TMR_00469 0.41 0.43 0.39 43 64511 66 15 51 0 57
TMR_00502 0.21 0.24 0.19 22 75350 98 20 74 4 71
TMR_00503 0.39 0.39 0.40 43 67788 73 6 59 8 68
TMR_00519 0.13 0.14 0.12 13 63083 94 17 77 0 82
TMR_00528 0.26 0.26 0.27 25 63096 77 16 53 8 72
TMR_00541 0.48 0.49 0.48 51 61670 65 5 50 10 54
TMR_00547 0.44 0.45 0.44 45 65238 58 9 49 0 55
TMR_00562 0.43 0.43 0.43 44 72668 66 15 44 7 58
TMR_00566 0.23 0.24 0.23 24 60622 84 15 65 4 76
TMR_00571 0.50 0.49 0.52 49 60631 55 6 40 9 50
TMR_00584 0.55 0.58 0.53 56 60969 53 10 40 3 41
TMR_00594 0.35 0.37 0.34 38 79289 76 18 56 2 66
TMR_00605 0.37 0.40 0.35 43 74183 82 20 59 3 65
TMR_00609 0.63 0.64 0.63 72 63431 43 17 26 0 41
TMR_00624 0.58 0.57 0.58 62 62374 51 9 36 6 46
TMR_00683 0.11 0.12 0.10 12 82902 120 29 85 6 88
TMR_00698 0.32 0.34 0.32 35 63079 76 20 56 0 69
TMR_00703 0.41 0.41 0.41 41 67427 62 9 51 2 58
TMR_00706 0.49 0.49 0.50 50 66329 55 4 47 4 53
TMR_00711 0.55 0.58 0.53 57 67788 57 15 36 6 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.