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

  1. Overview

  2. Performance Plots

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

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

  5. Compile and download dataset for CMfinder(20) & Pknots [.zip] - may take several seconds...


Overview

Metric CMfinder(20) Pknots
MCC 0.791 > 0.655
Average MCC ± 95% Confidence Intervals 0.775 ± 0.032 > 0.654 ± 0.040
Sensitivity 0.678 > 0.662
Positive Predictive Value 0.926 > 0.653
Total TP 2859 > 2788
Total TN 561686 > 560502
Total FP 363 < 1713
Total FP CONTRA 16 < 263
Total FP INCONS 212 < 1220
Total FP COMP 135 < 230
Total FN 1355 < 1426
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of CMfinder(20) and Pknots. 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 CMfinder(20) and Pknots).

  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 CMfinder(20) and Pknots).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for CMfinder(20) and Pknots. 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 CMfinder(20) and Pknots).

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

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

Total Base Pair Counts
Total TP 2859
Total TN 561686
Total FP 363
Total FP CONTRA 16
Total FP INCONS 212
Total FP COMP 135
Total FN 1355
Total Scores
MCC 0.791
Average MCC ± 95% Confidence Intervals 0.775 ± 0.032
Sensitivity 0.678
Positive Predictive Value 0.926
Nr of predictions 212

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2. Individual counts for CMfinder(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_00070 0.76 0.58 1.00 14 2836 0 0 0 0 10
PDB_00229 0.88 0.78 1.00 18 2757 0 0 0 0 5
PDB_00327 0.93 0.87 1.00 20 3061 0 0 0 0 3
PDB_00362 0.95 0.91 1.00 20 2830 0 0 0 0 2
PDB_00402 0.93 0.87 1.00 20 2755 0 0 0 0 3
PDB_00431 0.95 0.90 1.00 18 2193 0 0 0 0 2
PDB_00474 0.88 0.78 1.00 18 2683 0 0 0 0 5
PDB_00553 0.90 0.82 1.00 9 456 0 0 0 0 2
PDB_00571 0.87 0.80 0.95 20 3300 1 0 1 0 5
PDB_00667 0.71 0.59 0.87 13 2835 3 0 2 1 9
PDB_00741 0.84 0.71 1.00 12 691 0 0 0 0 5
PDB_00810 0.76 0.59 1.00 10 1071 0 0 0 0 7
PDB_00828 0.84 0.70 1.00 19 2466 0 0 0 0 8
PDB_00829 0.84 0.71 1.00 17 2261 0 0 0 0 7
PDB_00876 0.84 0.75 0.94 15 974 1 0 1 0 5
PDB_01002 0.75 0.57 1.00 12 2763 2 0 0 2 9
PDB_01020 0.78 0.61 1.00 14 2264 0 0 0 0 9
PDB_01050 0.78 0.62 1.00 8 622 1 0 0 1 5
PDB_01053 0.90 0.81 1.00 13 1365 0 0 0 0 3
PDB_01073 0.59 0.35 1.00 12 4359 1 0 0 1 22
PDB_01114 0.51 0.37 0.71 10 2836 4 0 4 0 17
PDB_01152 0.92 0.86 1.00 12 549 0 0 0 0 2
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 0.89 0.80 1.00 12 1419 1 0 0 1 3
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 0 0 0 0 2
RFA_00409 0.89 0.80 1.00 12 1419 1 0 0 1 3
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 0.82 0.67 1.00 10 1530 0 0 0 0 5
RFA_00583 0.48 0.47 0.50 7 4936 18 0 7 11 8
RFA_00584 0.97 0.93 1.00 14 2912 9 0 0 9 1
RFA_00585 0.97 0.93 1.00 14 4837 11 0 0 11 1
RFA_00586 0.63 0.40 1.00 6 3910 7 0 0 7 9
RFA_00587 0.97 0.93 1.00 14 4837 10 0 0 10 1
RFA_00588 0.00 0.00 0.00 0 4555 10 0 5 5 15
RFA_00589 0.97 0.93 1.00 14 4357 11 0 0 11 1
RFA_00594 0.93 0.87 1.00 13 2762 8 0 0 8 2
RFA_00658 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00664 -0.01 0.00 0.00 0 985 5 0 5 0 14
RFA_00667 0.40 0.29 0.57 4 983 4 0 3 1 10
RFA_00668 0.35 0.21 0.60 3 985 3 0 2 1 11
RFA_00672 -0.01 0.00 0.00 0 898 5 0 5 0 13
RFA_00673 0.23 0.14 0.40 2 1123 4 0 3 1 12
RFA_00674 -0.01 0.00 0.00 0 1123 5 0 5 0 14
RFA_00675 0.35 0.21 0.60 3 985 3 0 2 1 11
RFA_00677 -0.01 0.00 0.00 0 985 5 0 5 0 14
RFA_00678 -0.01 0.00 0.00 0 942 4 0 4 0 14
RFA_00680 0.40 0.29 0.57 4 1121 4 0 3 1 10
RFA_00704 0.32 0.21 0.50 3 984 4 0 3 1 11
RFA_00707 0.43 0.29 0.67 4 1029 3 0 2 1 10
RFA_00715 0.30 0.14 0.67 2 943 2 0 1 1 12
RFA_00717 0.46 0.21 1.00 3 900 0 0 0 0 11
RFA_00730 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00731 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00733 0.81 0.67 1.00 8 895 0 0 0 0 4
RFA_00734 0.81 0.67 1.00 8 895 0 0 0 0 4
RFA_00736 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00737 0.81 0.67 1.00 8 895 0 0 0 0 4
RFA_00745 0.91 0.83 1.00 10 936 0 0 0 0 2
RFA_00749 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00758 0.86 0.75 1.00 9 894 0 0 0 0 3
RFA_00762 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00763 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00764 0.81 0.67 1.00 8 895 0 0 0 0 4
RFA_00765 0.91 0.83 1.00 10 893 0 0 0 0 2
SPR_00007 0.74 0.67 0.82 14 2833 3 0 3 0 7
SPR_00009 0.76 0.70 0.82 14 2833 3 0 3 0 6
SPR_00010 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00012 0.76 0.70 0.82 14 2833 3 0 3 0 6
SPR_00013 0.97 0.95 1.00 19 2831 0 0 0 0 1
SPR_00016 0.79 0.67 0.93 14 2835 1 0 1 0 7
SPR_00017 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00025 0.58 0.45 0.75 9 2914 3 0 3 0 11
SPR_00026 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00027 0.93 0.86 1.00 18 2908 0 0 0 0 3
SPR_00036 0.87 0.75 1.00 15 2760 0 0 0 0 5
SPR_00045 0.75 0.68 0.83 15 2832 3 0 3 0 7
SPR_00064 0.82 0.67 1.00 14 2836 0 0 0 0 7
SPR_00065 0.65 0.43 1.00 9 2841 0 0 0 0 12
SPR_00066 0.95 0.90 1.00 19 2831 0 0 0 0 2
SPR_00068 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00070 0.76 0.67 0.88 14 2834 2 0 2 0 7
SPR_00074 0.97 0.95 1.00 19 2831 0 0 0 0 1
SPR_00079 0.83 0.68 1.00 13 2472 0 0 0 0 6
SPR_00086 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00087 0.95 0.90 1.00 18 2832 0 0 0 0 2
SPR_00088 0.97 0.95 1.00 19 2831 0 0 0 0 1
SPR_00089 0.84 0.70 1.00 14 2836 0 0 0 0 6
SPR_00090 0.97 0.95 1.00 19 2831 0 0 0 0 1
SPR_00091 0.92 0.85 1.00 17 2833 0 0 0 0 3
SPR_00095 0.95 0.90 1.00 19 2831 0 0 0 0 2
SPR_00111 0.95 0.90 1.00 19 2682 0 0 0 0 2
SPR_00112 0.95 0.90 1.00 19 2682 1 0 0 1 2
SPR_00115 0.98 0.95 1.00 20 2681 0 0 0 0 1
SPR_00117 0.95 0.90 1.00 19 2831 1 0 0 1 2
SPR_00139 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00153 0.80 0.76 0.84 16 2907 3 0 3 0 5
SPR_00155 0.79 0.71 0.88 15 2909 2 0 2 0 6
SPR_00156 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00176 0.97 0.95 1.00 19 2831 0 0 0 0 1
SPR_00177 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00178 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00191 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00200 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00224 0.92 0.85 1.00 17 3724 4 0 0 4 3
SPR_00271 0.93 0.86 1.00 18 2832 0 0 0 0 3
SPR_00273 0.74 0.67 0.82 14 2833 3 0 3 0 7
SPR_00276 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00277 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00294 0.95 0.90 1.00 19 2831 0 0 0 0 2
SPR_00295 0.95 0.90 1.00 19 2756 0 0 0 0 2
SPR_00314 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00315 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00317 0.90 0.85 0.94 17 2908 1 0 1 0 3
SPR_00318 0.98 0.95 1.00 20 2906 1 0 0 1 1
SPR_00321 0.90 0.86 0.95 18 2984 1 0 1 0 3
SPR_00333 0.58 0.52 0.65 11 2758 6 0 6 0 10
SPR_00352 0.95 0.90 1.00 19 2907 0 0 0 0 2
SPR_00353 0.82 0.67 1.00 14 2836 0 0 0 0 7
SPR_00357 0.95 0.90 1.00 19 2907 0 0 0 0 2
SPR_00358 0.95 0.90 1.00 18 2908 0 0 0 0 2
SPR_00370 0.82 0.67 1.00 14 2761 0 0 0 0 7
SPR_00386 0.67 0.45 1.00 9 4177 4 0 0 4 11
SPR_00414 0.82 0.67 1.00 14 3556 4 0 0 4 7
SPR_00415 0.64 0.52 0.79 11 3556 7 0 3 4 10
SPR_00417 0.60 0.50 0.73 11 3555 8 2 2 4 11
SPR_00418 0.80 0.64 1.00 14 3556 4 0 0 4 8
SPR_00434 0.90 0.81 1.00 17 2833 0 0 0 0 4
SPR_00435 0.74 0.67 0.82 14 2833 3 0 3 0 7
SPR_00436 0.93 0.86 1.00 18 2832 1 0 0 1 3
SPR_00437 0.73 0.62 0.87 13 2760 3 0 2 1 8
SPR_00438 0.82 0.67 1.00 14 2761 0 0 0 0 7
SPR_00452 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00455 0.74 0.67 0.82 14 2833 3 0 3 0 7
SPR_00456 0.93 0.86 1.00 18 2832 0 0 0 0 3
SPR_00476 0.56 0.43 0.75 9 2763 3 1 2 0 12
SPR_00479 0.93 0.86 1.00 18 2832 0 0 0 0 3
SPR_00482 0.95 0.90 1.00 19 2682 0 0 0 0 2
SPR_00483 0.95 0.90 1.00 19 2831 0 0 0 0 2
SPR_00487 0.64 0.41 1.00 9 2692 0 0 0 0 13
SPR_00493 0.77 0.59 1.00 13 2762 0 0 0 0 9
SPR_00496 0.82 0.67 1.00 14 2761 0 0 0 0 7
SPR_00497 0.82 0.67 1.00 14 2761 0 0 0 0 7
SPR_00502 0.93 0.86 1.00 18 2908 0 0 0 0 3
SPR_00504 0.95 0.90 1.00 18 2832 0 0 0 0 2
SPR_00505 0.92 0.85 1.00 17 2909 0 0 0 0 3
SPR_00506 0.97 0.95 1.00 19 2907 0 0 0 0 1
SPR_00509 0.92 0.85 1.00 17 2909 0 0 0 0 3
SPR_00512 0.78 0.70 0.88 14 2910 2 0 2 0 6
SPR_00513 0.95 0.90 1.00 18 2908 0 0 0 0 2
SPR_00518 0.92 0.85 1.00 17 2909 0 0 0 0 3
SPR_00548 0.82 0.67 1.00 14 3389 0 0 0 0 7
SPR_00557 0.95 0.90 1.00 19 2831 0 0 0 0 2
SPR_00561 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00590 0.60 0.50 0.71 10 2989 5 0 4 1 10
SPR_00593 0.56 0.32 1.00 6 2769 0 0 0 0 13
SPR_00595 0.98 0.95 1.00 20 2755 0 0 0 0 1
SPR_00598 0.79 0.62 1.00 13 2990 1 0 0 1 8
SPR_00610 0.87 0.76 1.00 16 2540 0 0 0 0 5
SPR_00620 0.69 0.48 1.00 10 2993 1 0 0 1 11
SPR_00721 0.90 0.81 1.00 17 2909 0 0 0 0 4
SPR_00722 0.95 0.90 1.00 18 2908 0 0 0 0 2
SPR_00758 0.95 0.90 1.00 19 2984 0 0 0 0 2
SPR_00760 0.98 0.95 1.00 20 3550 0 0 0 0 1
SPR_00777 0.95 0.90 1.00 18 2610 1 0 0 1 2
SPR_00867 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00868 0.95 0.90 1.00 19 2907 0 0 0 0 2
SPR_00943 0.60 0.50 0.71 10 2542 4 0 4 0 10
SPR_00957 0.98 0.95 1.00 20 2983 0 0 0 0 1
SPR_01040 0.93 0.86 1.00 18 2757 0 0 0 0 3
SPR_01088 0.93 0.86 1.00 18 2908 0 0 0 0 3
SPR_01095 0.95 0.90 1.00 19 2831 0 0 0 0 2
SPR_01106 0.82 0.67 1.00 14 2542 0 0 0 0 7
SPR_01117 0.90 0.81 1.00 17 2986 0 0 0 0 4
SPR_01157 0.80 0.76 0.84 16 2756 4 0 3 1 5
SRP_00008 0.65 0.52 0.81 13 2910 3 0 3 0 12
SRP_00042 0.41 0.36 0.47 9 3986 11 3 7 1 16
SRP_00046 0.47 0.22 1.00 7 4746 0 0 0 0 25
SRP_00094 0.46 0.38 0.56 9 4079 7 2 5 0 15
SRP_00095 0.14 0.12 0.18 3 3988 14 1 13 0 22
SRP_00107 0.72 0.53 1.00 10 3645 0 0 0 0 9
SRP_00121 0.53 0.28 1.00 7 4271 0 0 0 0 18
SRP_00132 0.49 0.24 1.00 7 4844 0 0 0 0 22
SRP_00134 0.68 0.55 0.84 16 5976 3 0 3 0 13
SRP_00161 0.56 0.32 1.00 7 2843 0 0 0 0 15
SRP_00162 0.55 0.30 1.00 7 2919 0 0 0 0 16
SRP_00163 0.66 0.54 0.82 14 3469 3 0 3 0 12
SRP_00170 0.48 0.40 0.59 10 4078 7 1 6 0 15
SRP_00194 0.53 0.29 1.00 6 3234 0 0 0 0 15
SRP_00209 0.32 0.22 0.46 6 4643 7 1 6 0 21
SRP_00213 0.46 0.36 0.60 9 4171 6 1 5 0 16
SRP_00215 0.53 0.28 1.00 7 3233 0 0 0 0 18
SRP_00266 0.63 0.59 0.68 17 4631 9 1 7 1 12
SRP_00268 0.54 0.44 0.67 12 4168 6 1 5 0 15
SRP_00270 0.44 0.19 1.00 6 4650 0 0 0 0 25
SRP_00271 0.27 0.13 0.60 3 3235 2 0 2 0 21
SRP_00310 0.84 0.83 0.86 19 2904 3 0 3 0 4
SRP_00312 0.51 0.41 0.65 11 4169 6 1 5 0 16
SRP_00315 0.84 0.83 0.86 19 2904 3 0 3 0 4
SRP_00318 0.84 0.83 0.86 19 2981 3 0 3 0 4
SRP_00325 0.87 0.76 1.00 25 4346 0 0 0 0 8
SRP_00341 0.47 0.23 1.00 7 4746 0 0 0 0 24
SRP_00342 0.49 0.24 1.00 6 3999 0 0 0 0 19
SRP_00350 0.55 0.37 0.83 10 3904 2 1 1 0 17
SRP_00383 0.43 0.29 0.64 7 3229 4 0 4 0 17

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Performance of Pknots - scored lower in this pairwise comparison

1. Total counts & total scores for Pknots

Total Base Pair Counts
Total TP 2788
Total TN 560502
Total FP 1713
Total FP CONTRA 263
Total FP INCONS 1220
Total FP COMP 230
Total FN 1426
Total Scores
MCC 0.655
Average MCC ± 95% Confidence Intervals 0.654 ± 0.040
Sensitivity 0.662
Positive Predictive Value 0.653
Nr of predictions 212

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2. Individual counts for Pknots [ 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 3 0 0 3 0
PDB_00070 0.58 0.58 0.58 14 2826 10 1 9 0 10
PDB_00229 0.96 0.91 1.00 21 2754 0 0 0 0 2
PDB_00327 0.68 0.70 0.67 16 3057 8 0 8 0 7
PDB_00362 0.98 0.95 1.00 21 2829 0 0 0 0 1
PDB_00402 0.96 0.91 1.00 21 2754 0 0 0 0 2
PDB_00431 0.77 0.75 0.79 15 2192 4 0 4 0 5
PDB_00474 0.51 0.52 0.50 12 2677 12 3 9 0 11
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00571 0.87 0.80 0.95 20 3300 1 1 0 0 5
PDB_00667 0.66 0.68 0.65 15 2827 9 4 4 1 7
PDB_00741 0.87 0.76 1.00 13 690 0 0 0 0 4
PDB_00810 0.46 0.41 0.54 7 1068 6 2 4 0 10
PDB_00828 0.86 0.74 1.00 20 2465 2 0 0 2 7
PDB_00829 0.60 0.46 0.79 11 2264 5 0 3 2 13
PDB_00876 0.92 0.90 0.95 18 971 1 0 1 0 2
PDB_01002 0.62 0.62 0.62 13 2754 10 0 8 2 8
PDB_01020 0.86 0.74 1.00 17 2261 3 0 0 3 6
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01053 1.00 1.00 1.00 16 1362 0 0 0 0 0
PDB_01073 0.51 0.47 0.55 16 4342 14 2 11 1 18
PDB_01114 0.73 0.63 0.85 17 2830 3 0 3 0 10
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
RFA_00389 0.69 0.67 0.71 10 1417 6 0 4 2 5
RFA_00390 0.69 0.67 0.71 10 1417 6 0 4 2 5
RFA_00391 0.66 0.67 0.67 10 1416 7 0 5 2 5
RFA_00396 0.48 0.47 0.50 7 1417 9 0 7 2 8
RFA_00402 0.69 0.67 0.71 10 1417 4 0 4 0 5
RFA_00409 0.65 0.53 0.80 8 1421 4 0 2 2 7
RFA_00416 0.93 0.93 0.93 14 1470 5 0 1 4 1
RFA_00433 0.66 0.67 0.67 10 1416 7 0 5 2 5
RFA_00434 -0.01 0.00 0.00 0 1417 14 3 11 0 15
RFA_00436 0.97 0.93 1.00 14 1417 3 0 0 3 1
RFA_00440 0.97 0.93 1.00 14 1471 3 0 0 3 1
RFA_00442 0.65 0.53 0.80 8 1421 4 0 2 2 7
RFA_00444 1.00 1.00 1.00 15 1525 2 0 0 2 0
RFA_00583 1.00 1.00 1.00 15 4935 14 0 0 14 0
RFA_00584 0.87 0.87 0.87 13 2911 14 0 2 12 2
RFA_00585 1.00 1.00 1.00 15 4836 14 0 0 14 0
RFA_00586 0.47 0.53 0.42 8 3897 13 4 7 2 7
RFA_00587 1.00 1.00 1.00 15 4836 13 0 0 13 0
RFA_00588 1.00 1.00 1.00 15 4545 15 0 0 15 0
RFA_00589 1.00 1.00 1.00 15 4356 16 0 0 16 0
RFA_00594 0.90 0.87 0.93 13 2761 5 0 1 4 2
RFA_00658 0.33 0.29 0.40 4 1118 8 0 6 2 10
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 -0.01 0.00 0.00 0 978 13 1 11 1 14
RFA_00668 0.46 0.43 0.50 6 978 7 0 6 1 8
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 -0.01 0.00 0.00 0 1120 9 0 8 1 14
RFA_00674 -0.01 0.00 0.00 0 1116 12 0 12 0 14
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.61 0.57 0.67 8 978 6 0 4 2 6
RFA_00678 0.33 0.29 0.40 4 936 7 0 6 1 10
RFA_00680 0.71 0.71 0.71 10 1114 7 0 4 3 4
RFA_00704 -0.01 0.00 0.00 0 980 10 0 10 0 14
RFA_00707 -0.01 0.00 0.00 0 1026 9 1 8 0 14
RFA_00715 -0.01 0.00 0.00 0 933 13 0 13 0 14
RFA_00717 0.48 0.43 0.55 6 892 5 0 5 0 8
RFA_00730 0.28 0.25 0.33 3 894 6 1 5 0 9
RFA_00731 0.41 0.42 0.42 5 891 8 2 5 1 7
RFA_00733 0.43 0.42 0.45 5 892 7 2 4 1 7
RFA_00734 0.16 0.17 0.18 2 892 10 0 9 1 10
RFA_00736 0.41 0.42 0.42 5 891 8 2 5 1 7
RFA_00737 0.60 0.58 0.64 7 892 5 0 4 1 5
RFA_00745 0.43 0.42 0.45 5 935 7 2 4 1 7
RFA_00749 0.41 0.42 0.42 5 891 8 2 5 1 7
RFA_00758 -0.01 0.00 0.00 0 893 10 0 10 0 12
RFA_00762 0.39 0.42 0.38 5 890 8 2 6 0 7
RFA_00763 0.41 0.42 0.42 5 891 7 2 5 0 7
RFA_00764 0.43 0.42 0.45 5 892 7 2 4 1 7
RFA_00765 0.60 0.58 0.64 7 892 5 0 4 1 5
SPR_00007 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00009 1.00 1.00 1.00 20 2830 0 0 0 0 0
SPR_00010 0.95 0.95 0.95 20 2829 1 0 1 0 1
SPR_00012 0.09 0.10 0.09 2 2827 21 3 18 0 18
SPR_00013 0.48 0.50 0.48 10 2829 11 3 8 0 10
SPR_00016 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00017 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00025 1.00 1.00 1.00 20 2906 1 0 0 1 0
SPR_00026 0.73 0.76 0.70 16 2903 8 0 7 1 5
SPR_00027 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00036 0.78 0.80 0.76 16 2754 6 0 5 1 4
SPR_00045 0.95 0.95 0.95 21 2828 1 0 1 0 1
SPR_00064 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00065 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00066 1.00 1.00 1.00 21 2829 2 0 0 2 0
SPR_00068 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00070 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00074 0.78 0.80 0.76 16 2829 7 2 3 2 4
SPR_00079 0.83 0.68 1.00 13 2472 1 0 0 1 6
SPR_00086 0.74 0.76 0.73 16 2828 6 2 4 0 5
SPR_00087 0.65 0.65 0.65 13 2830 8 2 5 1 7
SPR_00088 0.65 0.65 0.65 13 2830 8 2 5 1 7
SPR_00089 0.65 0.65 0.65 13 2830 8 2 5 1 7
SPR_00090 0.65 0.65 0.65 13 2830 8 2 5 1 7
SPR_00091 0.65 0.65 0.65 13 2830 8 2 5 1 7
SPR_00095 0.78 0.76 0.80 16 2830 4 2 2 0 5
SPR_00111 1.00 1.00 1.00 21 2680 1 0 0 1 0
SPR_00112 0.74 0.76 0.73 16 2679 7 3 3 1 5
SPR_00115 1.00 1.00 1.00 21 2680 1 0 0 1 0
SPR_00117 0.67 0.71 0.63 15 2826 9 1 8 0 6
SPR_00139 1.00 1.00 1.00 21 2905 1 0 0 1 0
SPR_00153 0.37 0.38 0.36 8 2904 14 3 11 0 13
SPR_00155 0.53 0.57 0.50 12 2902 12 3 9 0 9
SPR_00156 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00176 0.22 0.25 0.20 5 2825 20 6 14 0 15
SPR_00177 0.52 0.57 0.48 12 2825 13 5 8 0 9
SPR_00178 0.73 0.76 0.70 16 2827 7 3 4 0 5
SPR_00191 -0.01 0.00 0.00 0 2828 22 4 18 0 21
SPR_00200 0.71 0.76 0.67 16 2826 8 3 5 0 5
SPR_00224 1.00 1.00 1.00 20 3721 5 0 0 5 0
SPR_00271 0.73 0.76 0.70 16 2827 8 0 7 1 5
SPR_00273 0.31 0.33 0.29 7 2826 17 4 13 0 14
SPR_00276 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00277 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00294 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00295 1.00 1.00 1.00 21 2754 1 0 0 1 0
SPR_00314 0.74 0.81 0.68 17 2901 10 0 8 2 4
SPR_00315 0.74 0.81 0.68 17 2901 9 0 8 1 4
SPR_00317 0.31 0.35 0.28 7 2901 18 8 10 0 13
SPR_00318 0.74 0.76 0.73 16 2904 6 2 4 0 5
SPR_00321 0.52 0.52 0.52 11 2982 10 2 8 0 10
SPR_00333 0.54 0.62 0.48 13 2748 14 4 10 0 8
SPR_00352 0.44 0.48 0.42 10 2902 14 3 11 0 11
SPR_00353 1.00 1.00 1.00 21 2829 1 0 0 1 0
SPR_00357 0.76 0.81 0.71 17 2902 7 0 7 0 4
SPR_00358 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00370 0.52 0.57 0.48 12 2750 13 2 11 0 9
SPR_00386 1.00 1.00 1.00 20 4166 4 0 0 4 0
SPR_00414 1.00 1.00 1.00 21 3549 3 0 0 3 0
SPR_00415 1.00 1.00 1.00 21 3549 3 0 0 3 0
SPR_00417 0.70 0.68 0.71 15 3549 9 0 6 3 7
SPR_00418 0.51 0.55 0.48 12 3545 13 3 10 0 10
SPR_00434 0.70 0.71 0.68 15 2828 7 3 4 0 6
SPR_00435 0.41 0.43 0.41 9 2828 13 0 13 0 12
SPR_00436 1.00 1.00 1.00 21 2829 1 0 0 1 0
SPR_00437 1.00 1.00 1.00 21 2754 1 0 0 1 0
SPR_00438 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00452 0.76 0.81 0.71 17 2826 7 0 7 0 4
SPR_00455 0.73 0.76 0.70 16 2827 8 0 7 1 5
SPR_00456 1.00 1.00 1.00 21 2829 1 0 0 1 0
SPR_00476 0.68 0.71 0.65 15 2752 8 0 8 0 6
SPR_00479 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00482 1.00 1.00 1.00 21 2680 0 0 0 0 0
SPR_00483 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00487 0.75 0.77 0.74 17 2678 6 0 6 0 5
SPR_00493 0.68 0.68 0.68 15 2753 7 2 5 0 7
SPR_00496 0.68 0.71 0.65 15 2752 8 0 8 0 6
SPR_00497 0.68 0.71 0.65 15 2752 8 0 8 0 6
SPR_00502 0.83 0.81 0.85 17 2906 4 0 3 1 4
SPR_00504 1.00 1.00 1.00 20 2830 0 0 0 0 0
SPR_00505 0.50 0.55 0.46 11 2902 13 6 7 0 9
SPR_00506 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00509 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00512 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00513 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00518 0.50 0.55 0.46 11 2902 13 3 10 0 9
SPR_00548 0.80 0.86 0.75 18 3379 8 2 4 2 3
SPR_00557 0.40 0.43 0.38 9 2826 15 1 14 0 12
SPR_00561 0.39 0.43 0.36 9 2825 16 1 15 0 12
SPR_00590 0.77 0.85 0.71 17 2979 8 1 6 1 3
SPR_00593 0.97 0.95 1.00 18 2757 1 0 0 1 1
SPR_00595 0.73 0.71 0.75 15 2755 5 2 3 0 6
SPR_00598 0.76 0.81 0.71 17 2979 8 2 5 1 4
SPR_00610 0.76 0.81 0.71 17 2532 8 2 5 1 4
SPR_00620 0.73 0.76 0.70 16 2980 8 5 2 1 5
SPR_00721 1.00 1.00 1.00 21 2905 1 0 0 1 0
SPR_00722 0.76 0.80 0.73 16 2904 6 4 2 0 4
SPR_00758 0.74 0.76 0.73 16 2981 7 0 6 1 5
SPR_00760 0.39 0.43 0.36 9 3545 17 1 15 1 12
SPR_00777 0.50 0.55 0.46 11 2604 13 4 9 0 9
SPR_00867 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00868 0.95 0.95 0.95 20 2905 2 0 1 1 1
SPR_00943 1.00 1.00 1.00 20 2536 3 0 0 3 0
SPR_00957 0.74 0.76 0.73 16 2981 7 1 5 1 5
SPR_01040 0.95 0.95 0.95 20 2754 2 0 1 1 1
SPR_01088 0.53 0.57 0.50 12 2902 12 4 8 0 9
SPR_01095 0.40 0.43 0.38 9 2826 15 3 12 0 12
SPR_01106 0.71 0.76 0.67 16 2532 8 3 5 0 5
SPR_01117 0.76 0.76 0.76 16 2982 6 0 5 1 5
SPR_01157 0.95 0.95 0.95 20 2754 2 0 1 1 1
SRP_00008 0.69 0.72 0.67 18 2899 9 2 7 0 7
SRP_00042 0.30 0.32 0.30 8 3978 20 4 15 1 17
SRP_00046 0.24 0.25 0.24 8 4720 25 1 24 0 24
SRP_00094 0.38 0.42 0.34 10 4066 19 4 15 0 14
SRP_00095 0.37 0.40 0.34 10 3976 19 4 15 0 15
SRP_00107 0.12 0.16 0.10 3 3626 28 7 19 2 16
SRP_00121 0.42 0.44 0.41 11 4251 16 2 14 0 14
SRP_00132 0.34 0.34 0.33 10 4821 23 3 17 3 19
SRP_00134 0.37 0.41 0.34 12 5960 26 9 14 3 17
SRP_00161 0.56 0.59 0.54 13 2826 11 4 7 0 9
SRP_00162 -0.01 0.00 0.00 0 2903 23 4 19 0 23
SRP_00163 0.55 0.58 0.54 15 3458 13 2 11 0 11
SRP_00170 0.43 0.48 0.40 12 4065 19 5 13 1 13
SRP_00194 0.61 0.67 0.56 14 3215 13 3 8 2 7
SRP_00209 0.27 0.30 0.26 8 4625 23 2 21 0 19
SRP_00213 0.37 0.40 0.34 10 4157 19 2 17 0 15
SRP_00215 0.62 0.64 0.62 16 3214 10 3 7 0 9
SRP_00266 0.46 0.45 0.48 13 4629 14 2 12 0 16
SRP_00268 0.48 0.48 0.48 13 4159 14 4 10 0 14
SRP_00270 0.32 0.32 0.32 10 4625 21 3 18 0 21
SRP_00271 -0.01 0.00 0.00 0 3215 25 1 24 0 24
SRP_00310 0.36 0.39 0.35 9 2900 17 2 15 0 14
SRP_00312 0.39 0.41 0.38 11 4157 18 4 14 0 16
SRP_00315 0.45 0.48 0.42 11 2900 15 2 13 0 12
SRP_00318 0.55 0.57 0.54 13 2979 11 2 9 0 10
SRP_00325 0.75 0.73 0.77 24 4340 7 0 7 0 9
SRP_00341 0.10 0.10 0.11 3 4726 24 2 22 0 28
SRP_00342 0.32 0.32 0.32 8 3980 17 5 12 0 17
SRP_00350 0.32 0.33 0.31 9 3887 21 1 19 1 18
SRP_00383 0.12 0.13 0.12 3 3215 22 3 19 0 21

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