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

  1. Overview

  2. Performance Plots

  3. Performance of MXScarna(seed) - scored higher in this pairwise comparison

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

  5. Compile and download dataset for MXScarna(seed) & ProbKnot [.zip] - may take several seconds...


Overview

Metric MXScarna(seed) ProbKnot
MCC 0.750 > 0.684
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026 > 0.667 ± 0.038
Sensitivity 0.712 > 0.678
Positive Predictive Value 0.793 > 0.694
Total TP 3967 > 3780
Total TN 929654 > 929207
Total FP 1620 < 2217
Total FP CONTRA 135 < 264
Total FP INCONS 899 < 1404
Total FP COMP 586 > 549
Total FN 1605 < 1792
P-value 3.56938820447e-08

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Performance plots


  1. Comparison of performance of MXScarna(seed) and ProbKnot. 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 MXScarna(seed) and ProbKnot).

  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 MXScarna(seed) and ProbKnot).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for MXScarna(seed) and ProbKnot. 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 MXScarna(seed) and ProbKnot).

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Performance of MXScarna(seed) - scored higher in this pairwise comparison

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

Total Base Pair Counts
Total TP 3967
Total TN 929654
Total FP 1620
Total FP CONTRA 135
Total FP INCONS 899
Total FP COMP 586
Total FN 1605
Total Scores
MCC 0.750
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026
Sensitivity 0.712
Positive Predictive Value 0.793
Nr of predictions 233

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00251 0.00 0.00 0.00 0 17757 12 1 8 3 43
CRW_01484 0.75 0.69 0.82 27 7470 10 0 6 4 12
CRW_01499 0.66 0.61 0.71 25 7966 12 0 10 2 16
CRW_01507 0.78 0.73 0.83 30 7467 9 0 6 3 11
CRW_01535 0.89 0.89 0.89 33 7103 8 0 4 4 4
CRW_01590 0.92 0.92 0.92 34 7103 7 0 3 4 3
CRW_01603 0.89 0.89 0.89 33 7103 8 0 4 4 4
PDB_00005 0.59 0.36 1.00 5 941 0 0 0 0 9
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.81 0.73 0.91 30 5017 3 0 3 0 11
PDB_00392 0.90 0.90 0.90 19 2829 2 0 2 0 2
PDB_00553 0.90 0.82 1.00 9 456 0 0 0 0 2
PDB_00716 -0.01 0.00 0.00 0 2681 21 1 19 1 23
PDB_00741 0.87 0.76 1.00 13 690 0 0 0 0 4
PDB_00810 0.77 0.65 0.92 11 1069 2 0 1 1 6
PDB_00828 0.82 0.67 1.00 18 2467 0 0 0 0 9
PDB_00829 0.86 0.75 1.00 18 2260 0 0 0 0 6
PDB_00876 0.57 0.55 0.61 11 972 7 0 7 0 9
PDB_01001 0.61 0.56 0.67 10 2130 6 3 2 1 8
PDB_01020 0.83 0.70 1.00 16 2262 0 0 0 0 7
PDB_01050 0.78 0.62 1.00 8 622 2 0 0 2 5
PDB_01051 0.64 0.54 0.78 7 894 5 0 2 3 6
PDB_01073 0.81 0.74 0.89 25 4343 4 1 2 1 9
PDB_01092 0.70 0.63 0.79 33 10111 12 2 7 3 19
PDB_01114 0.53 0.48 0.59 13 2828 11 0 9 2 14
PDB_01152 0.85 0.79 0.92 11 549 1 0 1 0 3
PDB_01236 0.87 0.81 0.94 44 11581 8 0 3 5 10
RFA_00389 0.97 0.93 1.00 14 1417 1 0 0 1 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 1 0 0 1 1
RFA_00396 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00402 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00409 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00416 0.97 0.93 1.00 14 1471 1 0 0 1 1
RFA_00425 0.93 0.87 1.00 13 1640 1 0 0 1 2
RFA_00427 0.97 0.93 1.00 14 1471 1 0 0 1 1
RFA_00433 1.00 1.00 1.00 15 1416 1 0 0 1 0
RFA_00434 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00436 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00440 0.97 0.93 1.00 14 1471 1 0 0 1 1
RFA_00442 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00444 0.97 0.93 1.00 14 1526 2 0 0 2 1
RFA_00446 0.97 0.93 1.00 14 1471 1 0 0 1 1
RFA_00449 0.97 0.93 1.00 14 1471 1 0 0 1 1
RFA_00582 1.00 1.00 1.00 15 5980 19 0 0 19 0
RFA_00583 1.00 1.00 1.00 15 4935 19 0 0 19 0
RFA_00584 1.00 1.00 1.00 15 2911 11 0 0 11 0
RFA_00585 1.00 1.00 1.00 15 4836 19 0 0 19 0
RFA_00586 1.00 1.00 1.00 15 3901 16 0 0 16 0
RFA_00587 1.00 1.00 1.00 15 4836 19 0 0 19 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 17 0 0 17 0
RFA_00594 1.00 1.00 1.00 15 2760 11 0 0 11 0
RFA_00596 0.93 0.87 1.00 13 5982 19 0 0 19 2
RFA_00603 0.74 0.74 0.74 26 13495 17 3 6 8 9
RFA_00604 0.72 0.63 0.81 22 13503 13 3 2 8 13
RFA_00605 0.26 0.23 0.30 8 15198 22 5 14 3 27
RFA_00607 0.77 0.72 0.81 26 17734 16 1 5 10 10
RFA_00609 0.67 0.65 0.69 24 17920 19 2 9 8 13
RFA_00610 0.76 0.76 0.76 28 17168 19 1 8 10 9
RFA_00611 0.75 0.74 0.76 26 13007 13 4 4 5 9
RFA_00613 0.76 0.71 0.81 25 12849 11 4 2 5 10
RFA_00615 0.75 0.74 0.76 26 13332 15 4 4 7 9
RFA_00632 0.25 0.25 0.27 7 4069 19 1 18 0 21
RFA_00636 0.35 0.36 0.36 10 3977 18 2 16 0 18
RFA_00642 0.56 0.50 0.64 9 2912 7 0 5 2 9
RFA_00643 0.69 0.61 0.79 11 2197 5 0 3 2 7
RFA_00644 0.69 0.61 0.79 11 2687 5 0 3 2 7
RFA_00645 0.30 0.28 0.33 5 2400 11 0 10 1 13
RFA_00649 0.73 0.67 0.80 12 2130 5 0 3 2 6
RFA_00651 0.73 0.67 0.80 12 2065 5 0 3 2 6
RFA_00653 0.67 0.61 0.73 11 2130 6 0 4 2 7
RFA_00654 0.73 0.67 0.80 12 2400 5 0 3 2 6
RFA_00658 0.61 0.57 0.67 8 1116 5 0 4 1 6
RFA_00659 0.46 0.43 0.50 6 1116 7 0 6 1 8
RFA_00664 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00667 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00668 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00672 0.72 0.69 0.75 9 891 4 0 3 1 4
RFA_00673 0.61 0.57 0.67 8 1116 5 0 4 1 6
RFA_00674 0.69 0.64 0.75 9 1116 4 0 3 1 5
RFA_00675 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00677 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00678 0.66 0.64 0.69 9 933 5 0 4 1 5
RFA_00680 0.61 0.57 0.67 8 1116 5 0 4 1 6
RFA_00684 0.66 0.64 0.69 9 977 5 0 4 1 5
RFA_00685 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00695 0.62 0.57 0.67 8 7009 22 1 3 18 6
RFA_00703 0.62 0.57 0.67 8 4266 8 1 3 4 6
RFA_00704 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00705 0.66 0.64 0.69 9 1022 5 0 4 1 5
RFA_00706 0.69 0.64 0.75 9 1023 4 0 3 1 5
RFA_00707 0.69 0.64 0.75 9 1023 4 0 3 1 5
RFA_00708 0.64 0.57 0.73 8 1024 4 0 3 1 6
RFA_00709 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00710 0.69 0.64 0.75 9 978 4 0 3 1 5
RFA_00711 0.69 0.64 0.75 9 1023 4 0 3 1 5
RFA_00715 0.56 0.50 0.64 7 935 5 0 4 1 7
RFA_00716 0.48 0.43 0.55 6 935 6 0 5 1 8
RFA_00717 0.69 0.64 0.75 9 891 3 0 3 0 5
RFA_00730 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00731 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00733 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00734 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00736 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00737 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00745 1.00 1.00 1.00 12 934 1 0 0 1 0
RFA_00749 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00758 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00762 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00763 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00764 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00767 0.59 0.56 0.63 10 1875 6 2 4 0 8
RFA_00768 0.59 0.56 0.63 10 1875 6 2 4 0 8
RFA_00769 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00770 0.57 0.56 0.59 10 1999 7 2 5 0 8
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.57 0.56 0.59 10 1936 7 2 5 0 8
RFA_00781 0.92 0.91 0.94 29 5019 3 2 0 1 3
RFA_00786 0.92 0.91 0.94 29 5019 3 2 0 1 3
RFA_00791 0.87 0.88 0.88 28 5119 5 2 2 1 4
RFA_00792 0.92 0.91 0.94 29 5019 3 2 0 1 3
RFA_00801 0.91 0.91 0.91 29 5018 4 2 1 1 3
RFA_00808 -0.01 0.00 0.00 0 2000 19 2 14 3 16
RFA_00809 0.30 0.31 0.29 5 2128 12 1 11 0 11
SPR_00020 0.97 0.95 1.00 19 2682 1 0 0 1 1
SPR_00023 0.77 0.71 0.83 15 2832 4 0 3 1 6
SPR_00064 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00111 0.98 0.95 1.00 20 2681 0 0 0 0 1
SPR_00113 0.31 0.25 0.38 5 2762 9 0 8 1 15
SPR_00137 0.82 0.76 0.89 16 2908 4 0 2 2 5
SPR_00273 0.58 0.57 0.60 12 2830 8 0 8 0 9
SPR_00277 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00279 0.95 0.90 1.00 19 2907 1 0 0 1 2
SPR_00314 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00394 0.73 0.71 0.75 15 3635 5 0 5 0 6
SPR_00402 0.98 0.95 1.00 20 2536 0 0 0 0 1
SPR_00434 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00452 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00595 0.98 0.95 1.00 20 2755 0 0 0 0 1
SPR_00721 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00816 0.52 0.50 0.56 10 3468 9 0 8 1 10
SPR_00867 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00912 1.00 1.00 1.00 21 2982 0 0 0 0 0
SPR_01157 0.98 0.95 1.00 20 2755 0 0 0 0 1
SRP_00001 0.77 0.70 0.85 28 6753 6 1 4 1 12
SRP_00008 0.55 0.52 0.59 13 2904 10 0 9 1 12
SRP_00020 0.89 0.91 0.88 30 5531 5 1 3 1 3
SRP_00038 0.73 0.70 0.77 23 5020 9 0 7 2 10
SRP_00040 0.53 0.52 0.55 16 5536 16 1 12 3 15
SRP_00042 0.54 0.52 0.57 13 3982 13 1 9 3 12
SRP_00043 0.44 0.41 0.48 12 5025 14 2 11 1 17
SRP_00044 0.82 0.81 0.84 26 6074 9 1 4 4 6
SRP_00046 0.95 0.94 0.97 30 4722 3 0 1 2 2
SRP_00051 0.76 0.73 0.79 22 5432 10 0 6 4 8
SRP_00054 0.76 0.75 0.77 24 5534 9 0 7 2 8
SRP_00056 0.73 0.65 0.83 24 6412 8 1 4 3 13
SRP_00057 0.72 0.66 0.79 23 6299 10 1 5 4 12
SRP_00058 0.83 0.82 0.85 28 5745 7 1 4 2 6
SRP_00067 0.80 0.71 0.90 27 5748 5 1 2 2 11
SRP_00072 0.46 0.41 0.52 12 6305 13 0 11 2 17
SRP_00074 0.42 0.41 0.43 12 6527 21 2 14 5 17
SRP_00075 0.86 0.82 0.90 28 5534 5 0 3 2 6
SRP_00077 0.69 0.62 0.77 23 6640 10 0 7 3 14
SRP_00081 0.51 0.52 0.50 16 5533 17 2 14 1 15
SRP_00084 0.93 0.94 0.91 32 5425 3 1 2 0 2
SRP_00094 0.62 0.58 0.67 14 4074 12 1 6 5 10
SRP_00095 0.65 0.60 0.71 15 3984 10 1 5 4 10
SRP_00098 0.80 0.73 0.87 27 6410 6 1 3 2 10
SRP_00105 0.80 0.74 0.86 25 5536 8 0 4 4 9
SRP_00106 0.67 0.72 0.62 18 5224 14 4 7 3 7
SRP_00107 0.26 0.26 0.26 5 3636 16 2 12 2 14
SRP_00121 0.60 0.64 0.57 16 4250 13 4 8 1 9
SRP_00128 0.82 0.78 0.88 28 6754 7 1 3 3 8
SRP_00132 0.63 0.62 0.64 18 4823 14 0 10 4 11
SRP_00134 0.65 0.69 0.63 20 5963 14 2 10 2 9
SRP_00137 0.60 0.64 0.57 16 4158 13 3 9 1 9
SRP_00141 0.81 0.73 0.91 30 6295 5 1 2 2 11
SRP_00145 0.74 0.68 0.82 27 6295 8 1 5 2 13
SRP_00146 0.82 0.75 0.90 27 5223 5 1 2 2 9
SRP_00161 0.84 0.86 0.83 19 2827 6 0 4 2 3
SRP_00162 0.89 0.91 0.88 21 2902 5 0 3 2 2
SRP_00163 0.87 0.88 0.85 23 3459 6 0 4 2 3
SRP_00164 0.75 0.66 0.85 23 6876 7 1 3 3 12
SRP_00170 0.51 0.48 0.55 12 4073 14 1 9 4 13
SRP_00194 0.74 0.76 0.73 16 3218 9 0 6 3 5
SRP_00200 0.72 0.67 0.77 24 6872 10 1 6 3 12
SRP_00209 0.43 0.41 0.46 11 4632 15 1 12 2 16
SRP_00213 0.66 0.56 0.78 14 4168 9 1 3 5 11
SRP_00215 0.88 0.88 0.88 22 3215 4 0 3 1 3
SRP_00216 0.76 0.70 0.83 19 3380 6 1 3 2 8
SRP_00217 0.74 0.71 0.77 17 3299 7 0 5 2 7
SRP_00219 0.82 0.83 0.83 19 3298 7 0 4 3 4
SRP_00222 0.83 0.76 0.90 19 3060 4 1 1 2 6
SRP_00227 0.81 0.81 0.81 25 5120 7 1 5 1 6
SRP_00229 0.40 0.41 0.41 11 5226 20 0 16 4 16
SRP_00231 0.90 0.91 0.89 31 5425 4 1 3 0 3
SRP_00233 0.87 0.82 0.93 27 5122 3 0 2 1 6
SRP_00243 0.78 0.74 0.82 23 5123 6 0 5 1 8
SRP_00244 0.71 0.64 0.78 25 6871 10 1 6 3 14
SRP_00250 0.76 0.72 0.81 26 6754 9 1 5 3 10
SRP_00251 0.76 0.72 0.81 26 6989 9 2 4 3 10
SRP_00266 0.57 0.59 0.57 17 4626 14 2 11 1 12
SRP_00268 0.57 0.56 0.60 15 4161 12 1 9 2 12
SRP_00269 0.87 0.82 0.93 27 5021 3 0 2 1 6
SRP_00270 0.93 0.87 1.00 27 4629 4 0 0 4 4
SRP_00271 0.57 0.50 0.67 12 3222 6 0 6 0 12
SRP_00273 0.74 0.65 0.84 26 6755 8 1 4 3 14
SRP_00274 0.79 0.71 0.87 27 6872 7 1 3 3 11
SRP_00285 0.86 0.80 0.92 24 3715 3 0 2 1 6
SRP_00295 0.80 0.71 0.90 27 6873 8 1 2 5 11
SRP_00303 0.71 0.69 0.73 22 6640 13 1 7 5 10
SRP_00310 0.76 0.78 0.75 18 2902 7 0 6 1 5
SRP_00312 0.44 0.41 0.48 11 4163 15 1 11 3 16
SRP_00315 0.75 0.78 0.72 18 2901 7 0 7 0 5
SRP_00318 0.71 0.70 0.73 16 2981 6 0 6 0 7
SRP_00324 0.47 0.48 0.47 14 5326 16 3 13 0 15
SRP_00325 0.92 0.85 1.00 28 4343 2 0 0 2 5
SRP_00326 0.90 0.84 0.96 26 5023 4 0 1 3 5
SRP_00333 0.92 0.88 0.97 30 5120 2 0 1 1 4
SRP_00338 0.75 0.72 0.79 26 5427 8 0 7 1 10
SRP_00341 0.46 0.45 0.47 14 4723 16 0 16 0 17
SRP_00342 0.71 0.68 0.74 17 3982 8 1 5 2 8
SRP_00350 0.37 0.33 0.43 9 3895 14 1 11 2 18
SRP_00356 0.57 0.50 0.65 15 5027 11 0 8 3 15
SRP_00357 0.85 0.81 0.91 29 5324 5 1 2 2 7
SRP_00358 0.83 0.77 0.90 27 6298 6 1 2 3 8
SRP_00363 0.91 0.90 0.93 27 4724 6 0 2 4 3
SRP_00365 0.82 0.74 0.91 20 3381 4 0 2 2 7
SRP_00367 0.72 0.66 0.79 23 6757 11 1 5 5 12
SRP_00369 0.75 0.69 0.83 24 5749 11 1 4 6 11
SRP_00383 0.75 0.67 0.84 16 3221 5 0 3 2 8

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Performance of ProbKnot - scored lower in this pairwise comparison

1. Total counts & total scores for ProbKnot

Total Base Pair Counts
Total TP 3780
Total TN 929207
Total FP 2217
Total FP CONTRA 264
Total FP INCONS 1404
Total FP COMP 549
Total FN 1792
Total Scores
MCC 0.684
Average MCC ± 95% Confidence Intervals 0.667 ± 0.038
Sensitivity 0.678
Positive Predictive Value 0.694
Nr of predictions 233

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00251 1.00 1.00 1.00 43 17723 24 0 0 24 0
CRW_01484 0.25 0.26 0.26 10 7464 31 4 25 2 29
CRW_01499 0.33 0.34 0.33 14 7959 30 2 26 2 27
CRW_01507 0.86 0.76 0.97 31 7471 4 0 1 3 10
CRW_01535 0.91 0.84 1.00 31 7109 2 0 0 2 6
CRW_01590 0.23 0.24 0.23 9 7101 30 4 26 0 28
CRW_01603 0.81 0.76 0.88 28 7108 6 0 4 2 9
PDB_00005 0.78 0.79 0.79 11 932 3 0 3 0 3
PDB_00012 1.00 1.00 1.00 7 399 4 0 0 4 0
PDB_00213 0.94 0.88 1.00 36 5014 0 0 0 0 5
PDB_00392 0.61 0.67 0.56 14 2825 11 5 6 0 7
PDB_00553 1.00 1.00 1.00 11 454 1 0 0 1 0
PDB_00716 -0.01 0.00 0.00 0 2680 22 0 21 1 23
PDB_00741 0.87 0.76 1.00 13 690 0 0 0 0 4
PDB_00810 0.76 0.59 1.00 10 1071 0 0 0 0 7
PDB_00828 0.86 0.78 0.95 21 2463 1 0 1 0 6
PDB_00829 0.86 0.75 1.00 18 2260 0 0 0 0 6
PDB_00876 0.97 0.95 1.00 19 971 0 0 0 0 1
PDB_01001 0.52 0.56 0.50 10 2125 10 3 7 0 8
PDB_01020 0.86 0.74 1.00 17 2261 1 0 0 1 6
PDB_01050 0.88 0.85 0.92 11 618 3 0 1 2 2
PDB_01051 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01073 0.86 0.74 1.00 25 4346 1 0 0 1 9
PDB_01092 0.73 0.63 0.85 33 10114 8 1 5 2 19
PDB_01114 0.50 0.41 0.61 11 2832 7 0 7 0 16
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
PDB_01236 0.74 0.70 0.78 38 11579 14 0 11 3 16
RFA_00389 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00390 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00391 0.93 0.87 1.00 13 1418 2 0 0 2 2
RFA_00396 0.97 0.93 1.00 14 1417 2 0 0 2 1
RFA_00402 0.33 0.33 0.33 5 1416 11 0 10 1 10
RFA_00409 0.67 0.60 0.75 9 1419 5 1 2 2 6
RFA_00416 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00425 0.93 0.87 1.00 13 1640 4 0 0 4 2
RFA_00427 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00433 1.00 1.00 1.00 15 1416 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_00440 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00442 1.00 1.00 1.00 15 1416 3 0 0 3 0
RFA_00444 1.00 1.00 1.00 15 1525 2 0 0 2 0
RFA_00446 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00449 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00582 1.00 1.00 1.00 15 5980 21 0 0 21 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 0.97 0.93 1.00 14 3902 16 0 0 16 1
RFA_00587 1.00 1.00 1.00 15 4836 12 0 0 12 0
RFA_00588 1.00 1.00 1.00 15 4545 16 0 0 16 0
RFA_00589 1.00 1.00 1.00 15 4356 15 0 0 15 0
RFA_00594 0.90 0.87 0.93 13 2761 10 0 1 9 2
RFA_00596 0.00 0.00 0.00 0 5976 32 5 14 13 15
RFA_00603 0.67 0.74 0.60 26 13487 22 4 13 5 9
RFA_00604 0.71 0.74 0.68 26 13492 23 2 10 11 9
RFA_00605 0.30 0.34 0.27 12 15180 46 3 30 13 23
RFA_00607 0.83 0.83 0.83 30 17730 17 4 2 11 6
RFA_00609 0.53 0.59 0.47 22 17908 35 6 19 10 15
RFA_00610 0.88 0.86 0.89 32 17169 12 0 4 8 5
RFA_00611 0.80 0.80 0.80 28 13006 18 3 4 11 7
RFA_00613 0.71 0.69 0.73 24 12847 17 4 5 8 11
RFA_00615 0.62 0.69 0.56 24 13323 21 8 11 2 11
RFA_00632 0.40 0.39 0.41 11 4068 16 0 16 0 17
RFA_00636 0.44 0.46 0.43 13 3975 17 0 17 0 15
RFA_00642 0.39 0.33 0.46 6 2913 7 2 5 0 12
RFA_00643 0.30 0.28 0.33 5 2196 11 2 8 1 13
RFA_00644 -0.01 0.00 0.00 0 2685 16 5 11 0 18
RFA_00645 -0.01 0.00 0.00 0 2404 11 2 9 0 18
RFA_00649 0.75 0.78 0.74 14 2126 8 1 4 3 4
RFA_00651 0.25 0.22 0.29 4 2066 12 0 10 2 14
RFA_00653 0.34 0.33 0.35 6 2128 11 2 9 0 12
RFA_00654 0.23 0.22 0.25 4 2399 12 2 10 0 14
RFA_00658 0.59 0.50 0.70 7 1118 5 0 3 2 7
RFA_00659 -0.01 0.00 0.00 0 1122 8 0 6 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.30 0.29 0.33 4 978 8 1 7 0 10
RFA_00668 0.41 0.43 0.40 6 975 9 0 9 0 8
RFA_00672 -0.01 0.00 0.00 0 895 9 0 8 1 13
RFA_00673 0.44 0.36 0.56 5 1119 5 0 4 1 9
RFA_00674 0.42 0.36 0.50 5 1118 5 0 5 0 9
RFA_00675 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00677 0.46 0.43 0.50 6 978 7 0 6 1 8
RFA_00678 0.37 0.29 0.50 4 938 4 0 4 0 10
RFA_00680 0.74 0.71 0.77 10 1115 7 0 3 4 4
RFA_00684 0.66 0.64 0.69 9 977 6 0 4 2 5
RFA_00685 0.42 0.36 0.50 5 980 6 0 5 1 9
RFA_00695 0.64 0.64 0.64 9 7007 24 1 4 19 5
RFA_00703 0.64 0.64 0.64 9 4264 17 1 4 12 5
RFA_00704 -0.01 0.00 0.00 0 988 3 0 2 1 14
RFA_00705 0.69 0.71 0.67 10 1020 5 0 5 0 4
RFA_00706 0.25 0.21 0.30 3 1025 7 0 7 0 11
RFA_00707 -0.01 0.00 0.00 0 1027 8 0 8 0 14
RFA_00708 0.33 0.29 0.40 4 1025 6 0 6 0 10
RFA_00709 -0.01 0.00 0.00 0 982 8 0 8 0 14
RFA_00710 0.07 0.07 0.10 1 980 9 0 9 0 13
RFA_00711 -0.01 0.00 0.00 0 1023 12 0 12 0 14
RFA_00715 -0.01 0.00 0.00 0 933 13 0 13 0 14
RFA_00716 -0.01 0.00 0.00 0 936 10 0 10 0 14
RFA_00717 0.64 0.64 0.64 9 889 5 0 5 0 5
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00731 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00733 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00734 0.73 0.67 0.80 8 893 3 0 2 1 4
RFA_00736 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00737 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00745 0.81 0.67 1.00 8 938 1 0 0 1 4
RFA_00749 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00758 0.76 0.58 1.00 7 896 0 0 0 0 5
RFA_00762 0.64 0.67 0.62 8 890 5 1 4 0 4
RFA_00763 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00764 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00765 0.81 0.67 1.00 8 895 1 0 0 1 4
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.44 0.44 0.44 8 1873 11 1 9 1 10
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.59 0.56 0.63 10 2000 9 0 6 3 8
RFA_00773 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00779 0.63 0.56 0.71 10 1939 4 3 1 0 8
RFA_00781 0.73 0.75 0.71 24 5016 11 2 8 1 8
RFA_00786 0.64 0.66 0.64 21 5017 12 2 10 0 11
RFA_00791 0.86 0.84 0.87 27 5120 6 2 2 2 5
RFA_00792 0.95 0.94 0.97 30 5019 3 0 1 2 2
RFA_00801 0.76 0.78 0.74 25 5016 11 2 7 2 7
RFA_00808 0.65 0.56 0.75 9 2004 3 0 3 0 7
RFA_00809 0.35 0.38 0.33 6 2127 12 1 11 0 10
SPR_00020 0.76 0.80 0.73 16 2679 9 2 4 3 4
SPR_00023 0.50 0.52 0.48 11 2827 12 3 9 0 10
SPR_00064 0.58 0.57 0.60 12 2830 8 2 6 0 9
SPR_00111 1.00 1.00 1.00 21 2680 1 0 0 1 0
SPR_00113 1.00 1.00 1.00 20 2755 6 0 0 6 0
SPR_00137 0.77 0.86 0.69 18 2900 14 4 4 6 3
SPR_00273 0.29 0.33 0.27 7 2824 20 2 17 1 14
SPR_00277 1.00 1.00 1.00 21 2905 1 0 0 1 0
SPR_00279 0.47 0.48 0.48 10 2905 11 6 5 0 11
SPR_00314 1.00 1.00 1.00 21 2905 3 0 0 3 0
SPR_00394 0.50 0.52 0.48 11 3632 17 6 6 5 10
SPR_00402 0.76 0.76 0.76 16 2535 9 0 5 4 5
SPR_00434 0.91 0.95 0.87 20 2827 3 3 0 0 1
SPR_00452 0.67 0.76 0.59 16 2823 12 4 7 1 5
SPR_00595 0.73 0.76 0.70 16 2752 8 3 4 1 5
SPR_00721 0.93 0.90 0.95 19 2906 5 0 1 4 2
SPR_00816 0.32 0.35 0.29 7 3462 20 5 12 3 13
SPR_00867 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00912 0.48 0.52 0.44 11 2978 18 4 10 4 10
SPR_01157 0.81 0.81 0.81 17 2754 6 0 4 2 4
SRP_00001 0.87 0.88 0.88 35 6746 6 1 4 1 5
SRP_00008 0.60 0.60 0.60 15 2901 11 0 10 1 10
SRP_00020 0.86 0.88 0.85 29 5531 6 1 4 1 4
SRP_00038 0.19 0.18 0.21 6 5021 23 2 21 0 27
SRP_00040 0.70 0.74 0.66 23 5530 14 1 11 2 8
SRP_00042 0.45 0.48 0.43 12 3977 18 0 16 2 13
SRP_00043 0.44 0.48 0.41 14 5016 23 4 16 3 15
SRP_00044 0.89 0.88 0.90 28 6074 4 1 2 1 4
SRP_00046 0.97 0.97 0.97 31 4721 2 0 1 1 1
SRP_00051 0.30 0.30 0.31 9 5431 22 2 18 2 21
SRP_00054 0.22 0.22 0.23 7 5534 24 3 21 0 25
SRP_00056 0.81 0.81 0.81 30 6404 8 1 6 1 7
SRP_00057 0.73 0.74 0.72 26 6292 12 1 9 2 9
SRP_00058 0.90 0.91 0.89 31 5743 6 1 3 2 3
SRP_00067 0.68 0.66 0.71 25 5743 10 1 9 0 13
SRP_00072 0.30 0.31 0.30 9 6298 27 1 20 6 20
SRP_00074 0.16 0.17 0.16 5 6523 31 4 23 4 24
SRP_00075 0.59 0.59 0.59 20 5531 16 1 13 2 14
SRP_00077 0.24 0.24 0.24 9 6632 29 4 25 0 28
SRP_00081 0.69 0.74 0.64 23 5529 13 1 12 0 8
SRP_00084 0.87 0.88 0.86 30 5425 5 1 4 0 4
SRP_00094 0.84 0.88 0.81 21 4069 7 1 4 2 3
SRP_00095 0.85 0.88 0.81 22 3978 7 1 4 2 3
SRP_00098 0.69 0.70 0.68 26 6403 14 1 11 2 11
SRP_00105 0.29 0.29 0.29 10 5531 24 1 23 0 24
SRP_00106 0.67 0.76 0.59 19 5221 16 5 8 3 6
SRP_00107 0.13 0.16 0.12 3 3629 25 5 18 2 16
SRP_00121 0.77 0.72 0.82 18 4256 7 0 4 3 7
SRP_00128 0.76 0.81 0.73 29 6746 13 1 10 2 7
SRP_00132 0.69 0.72 0.66 21 4819 14 0 11 3 8
SRP_00134 0.55 0.55 0.55 16 5966 17 3 10 4 13
SRP_00137 0.74 0.84 0.66 21 4154 11 4 7 0 4
SRP_00141 0.94 0.95 0.93 39 6286 4 1 2 1 2
SRP_00145 0.96 0.98 0.95 39 6287 3 1 1 1 1
SRP_00146 0.93 0.94 0.92 34 5216 3 1 2 0 2
SRP_00161 0.36 0.41 0.33 9 2823 18 5 13 0 13
SRP_00162 0.87 0.87 0.87 20 2903 4 0 3 1 3
SRP_00163 0.39 0.42 0.37 11 3456 19 4 15 0 15
SRP_00164 0.93 0.94 0.92 33 6867 5 1 2 2 2
SRP_00170 0.55 0.56 0.54 14 4069 13 0 12 1 11
SRP_00194 0.77 0.81 0.74 17 3217 11 0 6 5 4
SRP_00200 0.80 0.78 0.82 28 6869 7 1 5 1 8
SRP_00209 0.63 0.59 0.67 16 4632 9 1 7 1 11
SRP_00213 0.65 0.64 0.67 16 4162 10 1 7 2 9
SRP_00215 0.82 0.80 0.83 20 3216 4 0 4 0 5
SRP_00216 0.95 0.96 0.93 26 3375 3 1 1 1 1
SRP_00217 0.94 0.96 0.92 23 3296 5 0 2 3 1
SRP_00219 0.89 0.87 0.91 20 3299 4 0 2 2 3
SRP_00222 0.94 0.96 0.92 24 3055 3 1 1 1 1
SRP_00227 0.88 0.87 0.90 27 5121 3 1 2 0 4
SRP_00229 0.32 0.33 0.31 9 5224 20 5 15 0 18
SRP_00231 0.87 0.88 0.86 30 5425 6 1 4 1 4
SRP_00233 1.00 1.00 1.00 33 5118 0 0 0 0 0
SRP_00243 0.95 0.90 1.00 28 5123 0 0 0 0 3
SRP_00244 0.51 0.51 0.51 20 6864 19 3 16 0 19
SRP_00250 0.78 0.81 0.76 29 6748 12 1 8 3 7
SRP_00251 0.75 0.78 0.72 28 6982 14 1 10 3 8
SRP_00266 0.72 0.72 0.72 21 4627 9 1 7 1 8
SRP_00268 0.56 0.59 0.53 16 4156 15 4 10 1 11
SRP_00269 0.59 0.61 0.59 20 5016 14 3 11 0 13
SRP_00270 0.44 0.45 0.44 14 4624 18 2 16 0 17
SRP_00271 -0.01 0.00 0.00 0 3213 27 1 26 0 24
SRP_00273 0.89 0.90 0.88 36 6745 7 1 4 2 4
SRP_00274 0.93 0.95 0.92 36 6864 5 1 2 2 2
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00295 0.96 0.97 0.95 37 6864 5 1 1 3 1
SRP_00303 0.81 0.84 0.77 27 6635 10 1 7 2 5
SRP_00310 0.87 0.87 0.87 20 2903 5 0 3 2 3
SRP_00312 0.41 0.37 0.45 10 4164 12 1 11 0 17
SRP_00315 0.87 0.87 0.87 20 2903 3 0 3 0 3
SRP_00318 0.87 0.87 0.87 20 2980 4 0 3 1 3
SRP_00324 0.57 0.62 0.53 18 5322 16 5 11 0 11
SRP_00325 1.00 1.00 1.00 33 4338 0 0 0 0 0
SRP_00326 0.56 0.55 0.59 17 5021 12 3 9 0 14
SRP_00333 0.89 0.85 0.94 29 5120 2 0 2 0 5
SRP_00338 0.97 0.97 0.97 35 5424 1 0 1 0 1
SRP_00341 0.40 0.42 0.38 13 4719 21 3 18 0 18
SRP_00342 0.59 0.60 0.58 15 3979 16 1 10 5 10
SRP_00350 0.85 0.85 0.85 23 3889 5 1 3 1 4
SRP_00356 0.83 0.80 0.86 24 5022 4 0 4 0 6
SRP_00357 0.96 0.97 0.95 35 5319 4 1 1 2 1
SRP_00358 0.93 0.91 0.94 32 6294 4 1 1 2 3
SRP_00363 0.95 0.97 0.94 29 4722 5 0 2 3 1
SRP_00365 0.96 0.96 0.96 26 3376 1 0 1 0 1
SRP_00367 0.96 0.97 0.94 34 6750 3 1 1 1 1
SRP_00369 0.89 0.89 0.89 31 5743 5 1 3 1 4
SRP_00383 0.13 0.13 0.15 3 3220 17 4 13 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.