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

  1. Overview

  2. Performance Plots

  3. Performance of PPfold(20) - scored higher in this pairwise comparison

  4. Performance of RNAalifold(seed) - scored lower in this pairwise comparison

  5. Compile and download dataset for PPfold(20) & RNAalifold(seed) [.zip] - may take several seconds...


Overview

Metric PPfold(20) RNAalifold(seed)
MCC 0.612 > 0.607
Average MCC ± 95% Confidence Intervals 0.587 ± 0.052 < 0.587 ± 0.047
Sensitivity 0.400 > 0.388
Positive Predictive Value 0.941 < 0.954
Total TP 1233 > 1196
Total TN 462573 < 462629
Total FP 156 > 100
Total FP CONTRA 2 < 10
Total FP INCONS 75 > 48
Total FP COMP 79 > 42
Total FN 1852 < 1889
P-value 6.58294707158e-07

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Performance plots


  1. Comparison of performance of PPfold(20) and RNAalifold(seed). 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 PPfold(20) and RNAalifold(seed)).

  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 PPfold(20) and RNAalifold(seed)).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for PPfold(20) and RNAalifold(seed). 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 PPfold(20) and RNAalifold(seed)).

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Performance of PPfold(20) - scored higher in this pairwise comparison

1. Total counts & total scores for PPfold(20)

Total Base Pair Counts
Total TP 1233
Total TN 462573
Total FP 156
Total FP CONTRA 2
Total FP INCONS 75
Total FP COMP 79
Total FN 1852
Total Scores
MCC 0.612
Average MCC ± 95% Confidence Intervals 0.587 ± 0.052
Sensitivity 0.400
Positive Predictive Value 0.941
Nr of predictions 131

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2. Individual counts for PPfold(20) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00012 1.00 1.00 1.00 7 399 2 0 0 2 0
PDB_00213 0.84 0.71 1.00 29 5021 0 0 0 0 12
PDB_00553 0.60 0.36 1.00 4 461 0 0 0 0 7
PDB_00741 0.84 0.71 1.00 12 691 0 0 0 0 5
PDB_00810 0.80 0.65 1.00 11 1070 0 0 0 0 6
PDB_00828 0.84 0.70 1.00 19 2466 2 0 0 2 8
PDB_00829 0.86 0.75 1.00 18 2260 2 0 0 2 6
PDB_00876 0.56 0.40 0.80 8 980 2 0 2 0 12
PDB_01020 0.86 0.74 1.00 17 2261 3 0 0 3 6
PDB_01050 0.52 0.38 0.71 5 623 3 0 2 1 8
PDB_01073 0.79 0.71 0.89 24 4344 4 2 1 1 10
PDB_01114 0.84 0.74 0.95 20 2829 1 0 1 0 7
PDB_01152 0.84 0.71 1.00 10 551 0 0 0 0 4
PDB_01236 0.87 0.76 1.00 41 11587 2 0 0 2 13
RFA_00389 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00390 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00391 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00396 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00402 1.00 1.00 1.00 15 1416 1 0 0 1 0
RFA_00409 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00416 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00433 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00434 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00436 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00440 1.00 1.00 1.00 15 1470 1 0 0 1 0
RFA_00442 1.00 1.00 1.00 15 1416 1 0 0 1 0
RFA_00444 0.93 0.87 1.00 13 1527 0 0 0 0 2
RFA_00583 0.97 0.93 1.00 14 4936 1 0 0 1 1
RFA_00584 0.93 0.87 1.00 13 2913 7 0 0 7 2
RFA_00585 1.00 1.00 1.00 15 4836 5 0 0 5 0
RFA_00586 0.97 0.93 1.00 14 3902 1 0 0 1 1
RFA_00587 0.97 0.93 1.00 14 4837 3 0 0 3 1
RFA_00588 0.97 0.93 1.00 14 4546 1 0 0 1 1
RFA_00589 0.97 0.93 1.00 14 4357 5 0 0 5 1
RFA_00594 0.90 0.87 0.93 13 2761 2 0 1 1 2
RFA_00596 0.93 0.87 1.00 13 5982 2 0 0 2 2
RFA_00658 0.00 0.00 0.00 0 1127 1 0 1 0 14
RFA_00664 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00667 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00668 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00672 -0.01 0.00 0.00 0 899 4 0 4 0 13
RFA_00673 0.00 0.00 0.00 0 1127 1 0 1 0 14
RFA_00674 -0.01 0.00 0.00 0 1124 4 0 4 0 14
RFA_00675 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00677 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00678 0.00 0.00 0.00 0 945 1 0 1 0 14
RFA_00680 0.31 0.14 0.67 2 1125 1 0 1 0 12
RFA_00704 0.00 0.00 0.00 0 989 1 0 1 0 14
RFA_00707 -0.01 0.00 0.00 0 1032 3 0 3 0 14
RFA_00715 0.00 0.00 0.00 0 945 1 0 1 0 14
RFA_00717 0.00 0.00 0.00 0 902 1 0 1 0 14
RFA_00730 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00731 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00733 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00734 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00736 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00737 0.78 0.75 0.82 9 892 3 0 2 1 3
RFA_00745 0.96 0.92 1.00 11 935 0 0 0 0 1
RFA_00749 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00758 0.78 0.75 0.82 9 892 3 0 2 1 3
RFA_00762 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00763 0.96 0.92 1.00 11 892 1 0 0 1 1
RFA_00764 0.96 0.92 1.00 11 892 1 0 0 1 1
RFA_00765 0.78 0.75 0.82 9 892 2 0 2 0 3
RFA_00786 0.95 0.91 1.00 29 5021 0 0 0 0 3
RFA_00791 0.90 0.88 0.93 28 5121 2 0 2 0 4
RFA_00792 0.89 0.84 0.93 27 5021 2 0 2 0 5
RFA_00801 0.89 0.84 0.93 27 5021 2 0 2 0 5
SRP_00008 0.49 0.24 1.00 6 2920 0 0 0 0 19
SRP_00020 0.55 0.30 1.00 10 5555 0 0 0 0 23
SRP_00038 0.39 0.18 0.86 6 5043 2 0 1 1 27
SRP_00042 0.85 0.76 0.95 19 3985 2 0 1 1 6
SRP_00044 0.43 0.19 1.00 6 6099 0 0 0 0 26
SRP_00051 0.41 0.20 0.86 6 5453 2 0 1 1 24
SRP_00054 0.40 0.19 0.86 6 5558 2 0 1 1 26
SRP_00057 0.41 0.17 1.00 6 6322 0 0 0 0 29
SRP_00058 0.40 0.21 0.78 7 5769 3 0 2 1 27
SRP_00072 0.45 0.21 1.00 6 6322 0 0 0 0 23
SRP_00074 0.45 0.21 1.00 6 6549 0 0 0 0 23
SRP_00075 0.42 0.18 1.00 6 5559 0 0 0 0 28
SRP_00077 0.40 0.16 1.00 6 6664 0 0 0 0 31
SRP_00084 0.39 0.18 0.86 6 5453 1 0 1 0 28
SRP_00094 0.58 0.33 1.00 8 4087 0 0 0 0 16
SRP_00095 0.45 0.24 0.86 6 3998 1 0 1 0 19
SRP_00098 0.40 0.16 1.00 6 6435 0 0 0 0 31
SRP_00105 0.42 0.18 1.00 6 5559 0 0 0 0 28
SRP_00107 0.56 0.32 1.00 6 3649 0 0 0 0 13
SRP_00121 0.49 0.24 1.00 6 4272 0 0 0 0 19
SRP_00128 0.41 0.17 1.00 6 6780 0 0 0 0 30
SRP_00134 0.49 0.24 1.00 7 5988 0 0 0 0 22
SRP_00141 0.35 0.12 1.00 5 6323 1 0 0 1 36
SRP_00161 0.52 0.27 1.00 6 2844 0 0 0 0 16
SRP_00163 0.48 0.23 1.00 6 3480 0 0 0 0 20
SRP_00164 0.38 0.17 0.86 6 6896 1 0 1 0 29
SRP_00170 0.85 0.76 0.95 19 4075 2 0 1 1 6
SRP_00194 0.44 0.24 0.83 5 3234 2 0 1 1 16
SRP_00200 0.41 0.17 1.00 6 6897 0 0 0 0 30
SRP_00209 0.64 0.41 1.00 11 4645 0 0 0 0 16
SRP_00213 0.56 0.32 1.00 8 4178 0 0 0 0 17
SRP_00215 0.49 0.24 1.00 6 3234 0 0 0 0 19
SRP_00231 0.39 0.18 0.86 6 5453 1 0 1 0 28
SRP_00233 0.39 0.18 0.86 6 5144 2 0 1 1 27
SRP_00243 0.44 0.19 1.00 6 5145 0 0 0 0 25
SRP_00244 0.36 0.13 1.00 5 6898 1 0 0 1 34
SRP_00250 0.41 0.17 1.00 6 6780 0 0 0 0 30
SRP_00251 0.41 0.17 1.00 6 7015 0 0 0 0 30
SRP_00266 0.45 0.21 1.00 6 4650 0 0 0 0 23
SRP_00268 0.82 0.70 0.95 19 4166 2 0 1 1 8
SRP_00269 0.43 0.18 1.00 6 5044 1 0 0 1 27
SRP_00270 0.37 0.16 0.83 5 4650 2 0 1 1 26
SRP_00271 0.50 0.25 1.00 6 3234 0 0 0 0 18
SRP_00273 0.48 0.25 0.91 10 6775 1 0 1 0 30
SRP_00274 0.40 0.16 1.00 6 6897 0 0 0 0 32
SRP_00295 0.36 0.13 1.00 5 6898 1 0 0 1 33
SRP_00303 0.43 0.19 1.00 6 6664 0 0 0 0 26
SRP_00310 0.51 0.26 1.00 6 2920 0 0 0 0 17
SRP_00312 0.84 0.74 0.95 20 4165 2 0 1 1 7
SRP_00315 0.59 0.35 1.00 8 2918 0 0 0 0 15
SRP_00318 0.51 0.26 1.00 6 2997 0 0 0 0 17
SRP_00325 0.43 0.21 0.88 7 4363 2 0 1 1 26
SRP_00326 0.40 0.16 1.00 5 5045 1 0 0 1 26
SRP_00333 0.42 0.18 1.00 6 5145 0 0 0 0 28
SRP_00338 0.41 0.17 1.00 6 5454 0 0 0 0 30
SRP_00341 0.44 0.19 1.00 6 4747 0 0 0 0 25
SRP_00342 0.49 0.24 1.00 6 3999 0 0 0 0 19
SRP_00350 0.84 0.74 0.95 20 3895 1 0 1 0 7
SRP_00357 0.41 0.17 1.00 6 5350 0 0 0 0 30
SRP_00358 0.41 0.17 1.00 6 6322 0 0 0 0 29
SRP_00367 0.41 0.17 1.00 6 6780 0 0 0 0 29
SRP_00369 0.41 0.17 1.00 6 5772 0 0 0 0 29
SRP_00383 0.50 0.25 1.00 6 3234 0 0 0 0 18

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Performance of RNAalifold(seed) - scored lower in this pairwise comparison

1. Total counts & total scores for RNAalifold(seed)

Total Base Pair Counts
Total TP 1196
Total TN 462629
Total FP 100
Total FP CONTRA 10
Total FP INCONS 48
Total FP COMP 42
Total FN 1889
Total Scores
MCC 0.607
Average MCC ± 95% Confidence Intervals 0.587 ± 0.047
Sensitivity 0.388
Positive Predictive Value 0.954
Nr of predictions 131

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2. Individual counts for RNAalifold(seed) [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
PDB_00012 0.65 0.43 1.00 3 403 0 0 0 0 4
PDB_00213 0.60 0.49 0.74 20 5023 7 0 7 0 21
PDB_00553 0.52 0.27 1.00 3 462 0 0 0 0 8
PDB_00741 0.68 0.47 1.00 8 695 0 0 0 0 9
PDB_00810 0.84 0.71 1.00 12 1069 0 0 0 0 5
PDB_00828 0.70 0.59 0.84 16 2466 3 2 1 0 11
PDB_00829 0.75 0.67 0.84 16 2259 3 2 1 0 8
PDB_00876 0.59 0.40 0.89 8 981 1 0 1 0 12
PDB_01020 0.73 0.65 0.83 15 2260 4 2 1 1 8
PDB_01050 0.55 0.31 1.00 4 626 1 0 0 1 9
PDB_01073 0.80 0.65 1.00 22 4349 1 0 0 1 12
PDB_01114 0.77 0.59 1.00 16 2834 0 0 0 0 11
PDB_01152 0.80 0.71 0.91 10 550 1 0 1 0 4
PDB_01236 0.76 0.57 1.00 31 11597 2 0 0 2 23
RFA_00389 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00390 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00391 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00396 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00402 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00409 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00416 0.93 0.87 1.00 13 1472 1 0 0 1 2
RFA_00433 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00434 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00436 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00440 0.93 0.87 1.00 13 1472 1 0 0 1 2
RFA_00442 0.93 0.87 1.00 13 1418 1 0 0 1 2
RFA_00444 0.93 0.87 1.00 13 1527 1 0 0 1 2
RFA_00583 0.68 0.47 1.00 7 4943 0 0 0 0 8
RFA_00584 0.68 0.47 1.00 7 2919 0 0 0 0 8
RFA_00585 0.68 0.47 1.00 7 4844 0 0 0 0 8
RFA_00586 0.68 0.47 1.00 7 3909 0 0 0 0 8
RFA_00587 0.68 0.47 1.00 7 4844 0 0 0 0 8
RFA_00588 0.68 0.47 1.00 7 4553 0 0 0 0 8
RFA_00589 0.63 0.40 1.00 6 4365 0 0 0 0 9
RFA_00594 0.68 0.47 1.00 7 2768 0 0 0 0 8
RFA_00596 0.58 0.33 1.00 5 5990 0 0 0 0 10
RFA_00658 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00664 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00667 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00668 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00672 0.00 0.00 0.00 0 903 0 0 0 0 13
RFA_00673 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00674 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00675 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00677 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00678 0.00 0.00 0.00 0 946 0 0 0 0 14
RFA_00680 0.00 0.00 0.00 0 1128 0 0 0 0 14
RFA_00704 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00707 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00715 0.00 0.00 0.00 0 946 0 0 0 0 14
RFA_00717 0.00 0.00 0.00 0 903 0 0 0 0 14
RFA_00730 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00731 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00733 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00734 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00736 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00737 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00745 1.00 1.00 1.00 12 934 0 0 0 0 0
RFA_00749 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00758 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00762 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00763 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00764 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00765 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00786 0.68 0.63 0.74 20 5023 7 1 6 0 12
RFA_00791 0.68 0.63 0.74 20 5124 7 1 6 0 12
RFA_00792 0.68 0.63 0.74 20 5023 7 1 6 0 12
RFA_00801 0.68 0.63 0.74 20 5023 7 1 6 0 12
SRP_00008 0.60 0.36 1.00 9 2917 0 0 0 0 16
SRP_00020 0.52 0.27 1.00 9 5556 0 0 0 0 24
SRP_00038 0.49 0.24 1.00 8 5042 1 0 0 1 25
SRP_00042 0.56 0.32 1.00 8 3997 1 0 0 1 17
SRP_00044 0.53 0.28 1.00 9 6096 0 0 0 0 23
SRP_00051 0.52 0.27 1.00 8 5452 1 0 0 1 22
SRP_00054 0.50 0.25 1.00 8 5557 1 0 0 1 24
SRP_00057 0.51 0.26 1.00 9 6319 0 0 0 0 26
SRP_00058 0.51 0.26 1.00 9 5769 0 0 0 0 25
SRP_00072 0.52 0.28 1.00 8 6320 1 0 0 1 21
SRP_00074 0.52 0.28 1.00 8 6547 1 0 0 1 21
SRP_00075 0.34 0.18 0.67 6 5556 3 0 3 0 28
SRP_00077 0.46 0.22 1.00 8 6662 1 0 0 1 29
SRP_00084 0.51 0.26 1.00 9 5451 0 0 0 0 25
SRP_00094 0.61 0.38 1.00 9 4086 0 0 0 0 15
SRP_00095 0.60 0.36 1.00 9 3996 0 0 0 0 16
SRP_00098 0.49 0.24 1.00 9 6432 0 0 0 0 28
SRP_00105 0.51 0.26 1.00 9 5556 0 0 0 0 25
SRP_00107 0.65 0.42 1.00 8 3647 1 0 0 1 11
SRP_00121 0.56 0.32 1.00 8 4270 1 0 0 1 17
SRP_00128 0.50 0.25 1.00 9 6777 0 0 0 0 27
SRP_00134 0.70 0.62 0.78 18 5972 9 0 5 4 11
SRP_00141 0.44 0.20 1.00 8 6320 1 0 0 1 33
SRP_00161 0.60 0.36 1.00 8 2842 1 0 0 1 14
SRP_00163 0.55 0.31 1.00 8 3478 1 0 0 1 18
SRP_00164 0.51 0.26 1.00 9 6894 0 0 0 0 26
SRP_00170 0.56 0.32 1.00 8 4087 1 0 0 1 17
SRP_00194 0.38 0.24 0.63 5 3232 3 0 3 0 16
SRP_00200 0.50 0.25 1.00 9 6894 0 0 0 0 27
SRP_00209 0.58 0.33 1.00 9 4647 0 0 0 0 18
SRP_00213 0.60 0.36 1.00 9 4177 0 0 0 0 16
SRP_00215 0.56 0.32 1.00 8 3232 0 0 0 0 17
SRP_00231 0.51 0.26 1.00 9 5451 0 0 0 0 25
SRP_00233 0.52 0.27 1.00 9 5142 0 0 0 0 24
SRP_00243 0.54 0.29 1.00 9 5142 0 0 0 0 22
SRP_00244 0.45 0.21 1.00 8 6895 1 0 0 1 31
SRP_00250 0.50 0.25 1.00 9 6777 0 0 0 0 27
SRP_00251 0.50 0.25 1.00 9 7012 0 0 0 0 27
SRP_00266 0.49 0.28 0.89 8 4647 1 0 1 0 21
SRP_00268 0.58 0.33 1.00 9 4177 0 0 0 0 18
SRP_00269 0.52 0.27 1.00 9 5041 0 0 0 0 24
SRP_00270 0.51 0.26 1.00 8 4648 1 0 0 1 23
SRP_00271 0.61 0.38 1.00 9 3231 0 0 0 0 15
SRP_00273 0.47 0.23 1.00 9 6777 0 0 0 0 31
SRP_00274 0.49 0.24 1.00 9 6894 0 0 0 0 29
SRP_00295 0.46 0.21 1.00 8 6895 1 0 0 1 30
SRP_00303 0.53 0.28 1.00 9 6661 0 0 0 0 23
SRP_00310 0.62 0.39 1.00 9 2917 0 0 0 0 14
SRP_00312 0.54 0.30 1.00 8 4178 1 0 0 1 19
SRP_00315 0.62 0.39 1.00 9 2917 0 0 0 0 14
SRP_00318 0.62 0.39 1.00 9 2994 0 0 0 0 14
SRP_00325 0.52 0.27 1.00 9 4362 0 0 0 0 24
SRP_00326 0.51 0.26 1.00 8 5042 1 0 0 1 23
SRP_00333 0.51 0.26 1.00 9 5142 0 0 0 0 25
SRP_00338 0.50 0.25 1.00 9 5451 0 0 0 0 27
SRP_00341 0.51 0.26 1.00 8 4745 1 0 0 1 23
SRP_00342 0.60 0.36 1.00 9 3996 0 0 0 0 16
SRP_00350 0.58 0.33 1.00 9 3907 0 0 0 0 18
SRP_00357 0.50 0.25 1.00 9 5347 0 0 0 0 27
SRP_00358 0.51 0.26 1.00 9 6319 0 0 0 0 26
SRP_00367 0.51 0.26 1.00 9 6777 0 0 0 0 26
SRP_00369 0.51 0.26 1.00 9 5769 0 0 0 0 26
SRP_00383 0.58 0.33 1.00 8 3232 1 0 0 1 16

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