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 IPknot - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(seed) IPknot
MCC 0.750 > 0.735
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026 > 0.709 ± 0.037
Sensitivity 0.712 > 0.710
Positive Predictive Value 0.793 > 0.764
Total TP 3967 > 3958
Total TN 929654 > 929475
Total FP 1620 > 1589
Total FP CONTRA 135 < 190
Total FP INCONS 899 < 1032
Total FP COMP 586 > 367
Total FN 1605 < 1614
P-value 3.56938820447e-08

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Performance plots


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

  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 IPknot).

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

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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 IPknot - scored lower in this pairwise comparison

1. Total counts & total scores for IPknot

Total Base Pair Counts
Total TP 3958
Total TN 929475
Total FP 1589
Total FP CONTRA 190
Total FP INCONS 1032
Total FP COMP 367
Total FN 1614
Total Scores
MCC 0.735
Average MCC ± 95% Confidence Intervals 0.709 ± 0.037
Sensitivity 0.710
Positive Predictive Value 0.764
Nr of predictions 233

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2. Individual counts for IPknot [ 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 18 0 0 18 0
CRW_01484 0.82 0.67 1.00 26 7477 0 0 0 0 13
CRW_01499 0.55 0.56 0.55 23 7959 20 2 17 1 18
CRW_01507 0.90 0.83 0.97 34 7468 4 0 1 3 7
CRW_01535 0.82 0.78 0.85 29 7106 7 0 5 2 8
CRW_01590 0.90 0.84 0.97 31 7108 2 0 1 1 6
CRW_01603 0.87 0.81 0.94 30 7108 3 0 2 1 7
PDB_00005 0.71 0.71 0.71 10 932 4 0 4 0 4
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.94 0.88 1.00 36 5014 0 0 0 0 5
PDB_00392 0.65 0.71 0.60 15 2825 10 5 5 0 6
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 -0.01 0.00 0.00 0 2680 21 0 21 0 23
PDB_00741 0.87 0.76 1.00 13 690 0 0 0 0 4
PDB_00810 0.91 0.82 1.00 14 1067 0 0 0 0 3
PDB_00828 0.90 0.81 1.00 22 2463 0 0 0 0 5
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 0.91 0.83 1.00 15 2130 0 0 0 0 3
PDB_01020 0.86 0.74 1.00 17 2261 1 0 0 1 6
PDB_01050 0.92 0.85 1.00 11 619 2 0 0 2 2
PDB_01051 0.96 0.92 1.00 12 891 4 0 0 4 1
PDB_01073 0.80 0.65 1.00 22 4349 1 0 0 1 12
PDB_01092 0.73 0.63 0.85 33 10114 8 1 5 2 19
PDB_01114 0.56 0.48 0.65 13 2830 7 0 7 0 14
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
PDB_01236 0.73 0.67 0.80 36 11583 12 0 9 3 18
RFA_00389 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00390 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00391 0.80 0.80 0.80 12 1416 5 3 0 2 3
RFA_00396 0.97 0.93 1.00 14 1417 1 0 0 1 1
RFA_00402 0.33 0.33 0.33 5 1416 11 0 10 1 10
RFA_00409 0.76 0.73 0.79 11 1417 4 1 2 1 4
RFA_00416 1.00 1.00 1.00 15 1470 3 0 0 3 0
RFA_00425 0.64 0.60 0.69 9 1640 9 0 4 5 6
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 2 0 0 2 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 2 0 0 2 0
RFA_00442 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00444 1.00 1.00 1.00 15 1525 1 0 0 1 0
RFA_00446 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00449 0.77 0.60 1.00 9 1476 2 0 0 2 6
RFA_00582 1.00 1.00 1.00 15 5980 19 0 0 19 0
RFA_00583 0.93 0.93 0.93 14 4935 9 0 1 8 1
RFA_00584 1.00 1.00 1.00 15 2911 12 0 0 12 0
RFA_00585 1.00 1.00 1.00 15 4836 4 0 0 4 0
RFA_00586 0.97 0.93 1.00 14 3902 10 0 0 10 1
RFA_00587 1.00 1.00 1.00 15 4836 8 0 0 8 0
RFA_00588 1.00 1.00 1.00 15 4545 11 0 0 11 0
RFA_00589 1.00 1.00 1.00 15 4356 17 0 0 17 0
RFA_00594 0.90 0.87 0.93 13 2761 4 0 1 3 2
RFA_00596 0.00 0.00 0.00 0 5988 18 3 4 11 15
RFA_00603 0.68 0.71 0.66 25 13492 15 4 9 2 10
RFA_00604 0.75 0.74 0.76 26 13496 19 2 6 11 9
RFA_00605 0.36 0.34 0.39 12 15194 27 2 17 8 23
RFA_00607 0.91 0.83 1.00 30 17736 7 0 0 7 6
RFA_00609 0.87 0.89 0.85 33 17916 14 2 4 8 4
RFA_00610 0.90 0.86 0.94 32 17171 12 0 2 10 5
RFA_00611 0.86 0.74 1.00 26 13015 0 0 0 0 9
RFA_00613 0.61 0.49 0.77 17 12858 5 4 1 0 18
RFA_00615 0.71 0.66 0.77 23 13336 7 3 4 0 12
RFA_00632 0.42 0.36 0.50 10 4075 11 0 10 1 18
RFA_00636 0.65 0.64 0.67 18 3978 9 3 6 0 10
RFA_00642 0.21 0.17 0.27 3 2915 8 0 8 0 15
RFA_00643 0.19 0.17 0.23 3 2198 10 0 10 0 15
RFA_00644 0.28 0.22 0.36 4 2690 7 4 3 0 14
RFA_00645 -0.01 0.00 0.00 0 2405 10 2 8 0 18
RFA_00649 0.53 0.28 1.00 5 2140 0 0 0 0 13
RFA_00651 0.31 0.22 0.44 4 2071 6 0 5 1 14
RFA_00653 0.35 0.33 0.38 6 2129 10 2 8 0 12
RFA_00654 -0.01 0.00 0.00 0 2400 15 2 13 0 18
RFA_00658 0.59 0.50 0.70 7 1118 5 0 3 2 7
RFA_00659 -0.01 0.00 0.00 0 1120 10 1 7 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.29 0.29 0.31 4 977 10 1 8 1 10
RFA_00668 0.65 0.43 1.00 6 984 0 0 0 0 8
RFA_00672 -0.01 0.00 0.00 0 897 6 0 6 0 13
RFA_00673 0.47 0.36 0.63 5 1120 4 0 3 1 9
RFA_00674 0.46 0.43 0.50 6 1116 7 0 6 1 8
RFA_00675 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00677 0.48 0.43 0.55 6 979 6 0 5 1 8
RFA_00678 0.53 0.29 1.00 4 942 0 0 0 0 10
RFA_00680 0.74 0.71 0.77 10 1115 6 0 3 3 4
RFA_00684 0.66 0.64 0.69 9 977 5 0 4 1 5
RFA_00685 0.50 0.36 0.71 5 983 3 0 2 1 9
RFA_00695 0.36 0.29 0.44 4 7012 22 1 4 17 10
RFA_00703 0.44 0.43 0.46 6 4265 19 1 6 12 8
RFA_00704 0.00 0.00 0.00 0 990 0 0 0 0 14
RFA_00705 0.74 0.71 0.77 10 1022 4 0 3 1 4
RFA_00706 0.37 0.29 0.50 4 1027 4 0 4 0 10
RFA_00707 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00708 0.40 0.29 0.57 4 1028 3 0 3 0 10
RFA_00709 -0.01 0.00 0.00 0 982 9 0 8 1 14
RFA_00710 0.08 0.07 0.11 1 981 9 0 8 1 13
RFA_00711 -0.01 0.00 0.00 0 1024 11 0 11 0 14
RFA_00715 -0.01 0.00 0.00 0 936 10 0 10 0 14
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 0.80 0.64 1.00 9 894 0 0 0 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 0.78 0.75 0.82 9 892 3 0 2 1 3
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 0.96 0.92 1.00 11 892 0 0 0 0 1
RFA_00762 0.64 0.67 0.62 8 890 5 1 4 0 4
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 1 0 0 1 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00767 0.74 0.56 1.00 10 1881 0 0 0 0 8
RFA_00768 1.00 1.00 1.00 18 1873 0 0 0 0 0
RFA_00769 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.64 0.50 0.82 9 2005 4 0 2 2 9
RFA_00773 0.61 0.56 0.67 10 1938 8 1 4 3 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00781 0.97 0.94 1.00 30 5020 0 0 0 0 2
RFA_00786 0.34 0.31 0.38 10 5024 16 1 15 0 22
RFA_00791 0.54 0.56 0.53 18 5117 16 6 10 0 14
RFA_00792 0.91 0.91 0.91 29 5018 3 2 1 0 3
RFA_00801 0.85 0.81 0.90 26 5021 4 0 3 1 6
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.47 0.38 0.60 6 2135 4 0 4 0 10
SPR_00020 0.80 0.80 0.80 16 2681 5 1 3 1 4
SPR_00023 0.51 0.52 0.50 11 2828 11 2 9 0 10
SPR_00064 0.53 0.57 0.50 12 2826 12 2 10 0 9
SPR_00111 0.90 0.81 1.00 17 2684 0 0 0 0 4
SPR_00113 0.92 0.85 1.00 17 2758 1 0 0 1 3
SPR_00137 0.77 0.86 0.69 18 2900 13 4 4 5 3
SPR_00273 0.58 0.57 0.60 12 2830 8 1 7 0 9
SPR_00277 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00279 0.51 0.52 0.50 11 2904 11 6 5 0 10
SPR_00314 0.78 0.76 0.80 16 2906 4 2 2 0 5
SPR_00394 0.63 0.57 0.71 12 3638 5 4 1 0 9
SPR_00402 0.79 0.62 1.00 13 2543 0 0 0 0 8
SPR_00434 0.96 1.00 0.91 21 2827 2 2 0 0 0
SPR_00452 0.80 0.76 0.84 16 2831 3 1 2 0 5
SPR_00595 0.78 0.76 0.80 16 2755 4 2 2 0 5
SPR_00721 0.71 0.76 0.67 16 2902 8 2 6 0 5
SPR_00816 0.36 0.35 0.37 7 3467 15 3 9 3 13
SPR_00867 0.84 0.86 0.82 18 2904 4 1 3 0 3
SPR_00912 0.40 0.43 0.38 9 2979 18 3 12 3 12
SPR_01157 0.88 0.90 0.86 19 2753 4 0 3 1 2
SRP_00001 0.94 0.95 0.93 38 6745 3 1 2 0 2
SRP_00008 1.00 1.00 1.00 25 2901 0 0 0 0 0
SRP_00020 0.89 0.91 0.88 30 5531 4 1 3 0 3
SRP_00038 0.23 0.24 0.24 8 5016 26 2 24 0 25
SRP_00040 0.70 0.74 0.66 23 5530 14 1 11 2 8
SRP_00042 0.62 0.60 0.65 15 3982 9 0 8 1 10
SRP_00043 0.48 0.48 0.48 14 5021 18 3 12 3 15
SRP_00044 0.92 0.94 0.91 30 6072 6 1 2 3 2
SRP_00046 0.97 0.97 0.97 31 4721 2 0 1 1 1
SRP_00051 0.61 0.53 0.70 16 5437 9 2 5 2 14
SRP_00054 0.35 0.34 0.37 11 5535 19 0 19 0 21
SRP_00056 0.81 0.81 0.81 30 6404 7 1 6 0 7
SRP_00057 0.83 0.83 0.83 29 6293 7 1 5 1 6
SRP_00058 0.93 0.94 0.91 32 5743 7 1 2 4 2
SRP_00067 0.75 0.71 0.79 27 5744 7 1 6 0 11
SRP_00072 0.33 0.31 0.36 9 6303 17 1 15 1 20
SRP_00074 0.16 0.17 0.16 5 6524 30 4 22 4 24
SRP_00075 0.79 0.79 0.79 27 5531 10 0 7 3 7
SRP_00077 0.65 0.62 0.68 23 6636 12 2 9 1 14
SRP_00081 0.69 0.74 0.64 23 5529 13 1 12 0 8
SRP_00084 0.90 0.91 0.89 31 5425 4 1 3 0 3
SRP_00094 0.84 0.88 0.81 21 4069 5 1 4 0 3
SRP_00095 0.72 0.72 0.72 18 3980 7 2 5 0 7
SRP_00098 0.81 0.81 0.81 30 6404 8 0 7 1 7
SRP_00105 0.96 0.94 0.97 32 5532 1 0 1 0 2
SRP_00106 0.67 0.76 0.59 19 5221 16 5 8 3 6
SRP_00107 0.28 0.32 0.25 6 3631 20 4 14 2 13
SRP_00121 0.61 0.60 0.63 15 4254 9 0 9 0 10
SRP_00128 0.76 0.81 0.73 29 6746 11 1 10 0 7
SRP_00132 0.69 0.72 0.66 21 4819 14 0 11 3 8
SRP_00134 0.61 0.66 0.58 19 5962 18 3 11 4 10
SRP_00137 0.74 0.84 0.66 21 4154 11 4 7 0 4
SRP_00141 0.95 0.95 0.95 39 6287 2 1 1 0 2
SRP_00145 0.96 0.98 0.95 39 6287 2 1 1 0 1
SRP_00146 0.87 0.83 0.91 30 5220 3 1 2 0 6
SRP_00161 0.86 0.86 0.86 19 2828 3 0 3 0 3
SRP_00162 0.89 0.91 0.88 21 2902 4 0 3 1 2
SRP_00163 0.84 0.88 0.79 23 3457 6 2 4 0 3
SRP_00164 0.82 0.83 0.81 29 6867 7 1 6 0 6
SRP_00170 0.59 0.60 0.58 15 4069 12 0 11 1 10
SRP_00194 0.77 0.81 0.74 17 3217 6 0 6 0 4
SRP_00200 0.79 0.81 0.78 29 6866 8 1 7 0 7
SRP_00209 0.65 0.67 0.64 18 4628 11 1 9 1 9
SRP_00213 0.78 0.80 0.77 20 4160 6 1 5 0 5
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 0.66 0.67 0.67 16 3297 9 0 8 1 8
SRP_00219 0.94 0.96 0.92 22 3297 3 0 2 1 1
SRP_00222 0.94 0.96 0.92 24 3055 3 1 1 1 1
SRP_00227 0.92 0.94 0.91 29 5119 3 1 2 0 2
SRP_00229 0.54 0.56 0.54 15 5225 15 0 13 2 12
SRP_00231 0.93 0.94 0.91 32 5425 3 1 2 0 2
SRP_00233 0.89 0.85 0.93 28 5121 2 0 2 0 5
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.90 0.90 0.90 35 6864 4 2 2 0 4
SRP_00250 0.78 0.81 0.76 29 6748 11 1 8 2 7
SRP_00251 0.75 0.78 0.72 28 6982 11 1 10 0 8
SRP_00266 0.76 0.72 0.81 21 4630 6 0 5 1 8
SRP_00268 0.76 0.70 0.83 19 4163 4 1 3 0 8
SRP_00269 0.42 0.39 0.45 13 5021 16 2 14 0 20
SRP_00270 0.43 0.45 0.41 14 4622 20 2 18 0 17
SRP_00271 -0.01 0.00 0.00 0 3217 23 1 22 0 24
SRP_00273 0.91 0.93 0.90 37 6745 5 1 3 1 3
SRP_00274 0.93 0.95 0.92 36 6864 3 1 2 0 2
SRP_00285 0.95 0.93 0.97 28 3712 1 0 1 0 2
SRP_00295 0.96 0.97 0.95 37 6864 3 1 1 1 1
SRP_00303 0.81 0.84 0.77 27 6635 8 1 7 0 5
SRP_00310 0.87 0.87 0.87 20 2903 4 0 3 1 3
SRP_00312 0.38 0.37 0.40 10 4161 15 3 12 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 3 0 3 0 3
SRP_00324 0.62 0.62 0.62 18 5327 11 3 8 0 11
SRP_00325 0.95 0.94 0.97 31 4339 1 0 1 0 2
SRP_00326 0.80 0.84 0.76 26 5016 8 3 5 0 5
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 0.53 0.55 0.52 17 4720 16 0 16 0 14
SRP_00342 0.59 0.60 0.58 15 3979 16 1 10 5 10
SRP_00350 0.48 0.41 0.58 11 3897 8 0 8 0 16
SRP_00356 0.80 0.80 0.80 24 5020 6 2 4 0 6
SRP_00357 0.96 0.97 0.95 35 5319 2 1 1 0 1
SRP_00358 0.96 0.97 0.94 34 6292 2 1 1 0 1
SRP_00363 0.95 0.97 0.94 29 4722 4 0 2 2 1
SRP_00365 0.94 0.93 0.96 25 3377 1 0 1 0 2
SRP_00367 0.83 0.86 0.81 30 6749 7 1 6 0 5
SRP_00369 0.93 0.94 0.92 33 5742 4 1 2 1 2
SRP_00383 0.04 0.04 0.05 1 3220 19 3 16 0 23

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