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 RNAfold - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(seed) RNAfold
MCC 0.750 > 0.681
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026 > 0.657 ± 0.037
Sensitivity 0.712 > 0.678
Positive Predictive Value 0.793 > 0.688
Total TP 3967 > 3778
Total TN 929654 > 929161
Total FP 1620 < 2193
Total FP CONTRA 135 < 285
Total FP INCONS 899 < 1431
Total FP COMP 586 > 477
Total FN 1605 < 1794
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAfold).

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

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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 RNAfold - scored lower in this pairwise comparison

1. Total counts & total scores for RNAfold

Total Base Pair Counts
Total TP 3778
Total TN 929161
Total FP 2193
Total FP CONTRA 285
Total FP INCONS 1431
Total FP COMP 477
Total FN 1794
Total Scores
MCC 0.681
Average MCC ± 95% Confidence Intervals 0.657 ± 0.037
Sensitivity 0.678
Positive Predictive Value 0.688
Nr of predictions 233

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2. Individual counts for RNAfold [ 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 22 0 0 22 0
CRW_01484 0.18 0.18 0.18 7 7465 32 4 27 1 32
CRW_01499 0.52 0.51 0.54 21 7962 19 3 15 1 20
CRW_01507 0.84 0.80 0.87 33 7465 7 0 5 2 8
CRW_01535 0.84 0.78 0.91 29 7108 8 0 3 5 8
CRW_01590 0.29 0.30 0.29 11 7102 27 6 21 0 26
CRW_01603 0.83 0.78 0.88 29 7107 7 0 4 3 8
PDB_00005 0.88 0.79 1.00 11 935 0 0 0 0 3
PDB_00012 1.00 1.00 1.00 7 399 3 0 0 3 0
PDB_00213 0.92 0.85 1.00 35 5015 0 0 0 0 6
PDB_00392 0.16 0.19 0.15 4 2824 22 7 15 0 17
PDB_00553 1.00 1.00 1.00 11 454 0 0 0 0 0
PDB_00716 -0.01 0.00 0.00 0 2678 24 1 22 1 23
PDB_00741 0.87 0.76 1.00 13 690 0 0 0 0 4
PDB_00810 0.71 0.65 0.79 11 1067 4 0 3 1 6
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 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 0.96 0.92 1.00 12 618 2 0 0 2 1
PDB_01051 0.75 0.69 0.82 9 892 6 0 2 4 4
PDB_01073 0.75 0.65 0.88 22 4346 4 0 3 1 12
PDB_01092 0.71 0.63 0.80 33 10112 10 1 7 2 19
PDB_01114 0.42 0.37 0.48 10 2829 11 0 11 0 17
PDB_01152 0.96 0.93 1.00 13 548 0 0 0 0 1
PDB_01236 0.70 0.67 0.73 36 11579 16 0 13 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 0.93 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 1.00 1.00 1.00 15 1416 0 0 0 0 0
RFA_00409 0.55 0.53 0.57 8 1417 7 1 5 1 7
RFA_00416 0.93 0.93 0.93 14 1470 4 0 1 3 1
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 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 0.97 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 0.55 0.53 0.57 8 4936 20 0 6 14 7
RFA_00584 0.87 0.87 0.87 13 2911 16 0 2 14 2
RFA_00585 1.00 1.00 1.00 15 4836 12 0 0 12 0
RFA_00586 0.89 0.80 1.00 12 3904 11 0 0 11 3
RFA_00587 1.00 1.00 1.00 15 4836 12 0 0 12 0
RFA_00588 0.93 0.87 1.00 13 4547 12 0 0 12 2
RFA_00589 0.93 0.87 1.00 13 4358 16 0 0 16 2
RFA_00594 0.97 0.93 1.00 14 2761 11 0 0 11 1
RFA_00596 0.00 0.00 0.00 0 5981 23 4 10 9 15
RFA_00603 0.64 0.69 0.60 24 13490 19 4 12 3 11
RFA_00604 0.69 0.71 0.68 25 13493 24 2 10 12 10
RFA_00605 0.37 0.34 0.40 12 15195 27 3 15 9 23
RFA_00607 0.83 0.83 0.83 30 17730 18 4 2 12 6
RFA_00609 0.75 0.76 0.74 28 17917 28 2 8 18 9
RFA_00610 0.90 0.86 0.94 32 17171 18 0 2 16 5
RFA_00611 0.63 0.63 0.63 22 13006 15 3 10 2 13
RFA_00613 0.61 0.60 0.62 21 12846 15 4 9 2 14
RFA_00615 0.61 0.63 0.59 22 13329 19 5 10 4 13
RFA_00632 0.38 0.39 0.37 11 4065 19 2 17 0 17
RFA_00636 0.42 0.43 0.43 12 3977 16 2 14 0 16
RFA_00642 0.25 0.22 0.29 4 2912 10 2 8 0 14
RFA_00643 0.24 0.22 0.27 4 2196 12 2 9 1 14
RFA_00644 -0.01 0.00 0.00 0 2681 20 4 16 0 18
RFA_00645 -0.01 0.00 0.00 0 2401 14 3 11 0 18
RFA_00649 0.34 0.33 0.35 6 2128 13 2 9 2 12
RFA_00651 0.35 0.33 0.38 6 2064 10 1 9 0 12
RFA_00653 0.34 0.33 0.35 6 2128 11 3 8 0 12
RFA_00654 0.27 0.28 0.28 5 2397 13 2 11 0 13
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 0.41 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 0.42 0.36 0.50 5 1118 6 0 5 1 9
RFA_00674 0.71 0.71 0.71 10 1114 5 0 4 1 4
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.42 0.43 0.43 6 976 9 0 8 1 8
RFA_00678 0.43 0.29 0.67 4 940 2 0 2 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 0.42 0.36 0.50 5 980 6 0 5 1 9
RFA_00695 0.56 0.50 0.64 7 7010 29 1 3 25 7
RFA_00703 0.67 0.64 0.69 9 4265 18 1 3 14 5
RFA_00704 -0.01 0.00 0.00 0 981 9 0 9 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 1026 9 3 6 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 -0.01 0.00 0.00 0 981 9 0 9 0 14
RFA_00711 0.33 0.29 0.40 4 1025 7 0 6 1 10
RFA_00715 -0.01 0.00 0.00 0 936 10 0 10 0 14
RFA_00716 -0.01 0.00 0.00 0 935 11 0 11 0 14
RFA_00717 0.66 0.64 0.69 9 890 4 0 4 0 5
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00731 0.66 0.67 0.67 8 891 5 1 3 1 4
RFA_00733 0.66 0.67 0.67 8 891 5 1 3 1 4
RFA_00734 0.61 0.67 0.57 8 889 7 1 5 1 4
RFA_00736 0.66 0.67 0.67 8 891 5 1 3 1 4
RFA_00737 0.75 0.75 0.75 9 891 5 0 3 2 3
RFA_00745 0.66 0.67 0.67 8 934 5 1 3 1 4
RFA_00749 0.66 0.67 0.67 8 891 5 1 3 1 4
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 0.75 0.75 0.75 9 891 4 0 3 1 3
RFA_00764 0.66 0.67 0.67 8 891 5 1 3 1 4
RFA_00765 0.75 0.75 0.75 9 891 5 0 3 2 3
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.48 0.44 0.53 8 1876 7 1 6 0 10
RFA_00769 0.52 0.56 0.50 10 1933 10 4 6 0 8
RFA_00770 0.68 0.56 0.83 10 2004 5 0 2 3 8
RFA_00773 0.55 0.56 0.56 10 1935 8 2 6 0 8
RFA_00779 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00781 0.58 0.59 0.58 19 5017 14 2 12 0 13
RFA_00786 0.71 0.72 0.70 23 5017 10 2 8 0 9
RFA_00791 0.50 0.50 0.50 16 5119 16 5 11 0 16
RFA_00792 0.94 0.94 0.94 30 5018 4 0 2 2 2
RFA_00801 0.85 0.81 0.90 26 5021 4 0 3 1 6
RFA_00808 -0.01 0.00 0.00 0 2001 18 2 13 3 16
RFA_00809 0.36 0.38 0.35 6 2128 11 1 10 0 10
SPR_00020 0.76 0.80 0.73 16 2679 8 2 4 2 4
SPR_00023 0.49 0.52 0.46 11 2826 13 3 10 0 10
SPR_00064 0.54 0.57 0.52 12 2827 11 2 9 0 9
SPR_00111 0.55 0.57 0.55 12 2679 10 1 9 0 9
SPR_00113 0.92 0.85 1.00 17 2758 1 0 0 1 3
SPR_00137 0.56 0.62 0.52 13 2901 15 4 8 3 8
SPR_00273 0.30 0.33 0.28 7 2825 19 2 16 1 14
SPR_00277 0.98 0.95 1.00 20 2906 0 0 0 0 1
SPR_00279 0.34 0.33 0.35 7 2906 13 6 7 0 14
SPR_00314 0.68 0.71 0.65 15 2903 11 0 8 3 6
SPR_00394 0.30 0.33 0.28 7 3630 20 8 10 2 14
SPR_00402 0.93 0.86 1.00 18 2538 0 0 0 0 3
SPR_00434 0.27 0.29 0.27 6 2828 16 7 9 0 15
SPR_00452 0.53 0.57 0.50 12 2826 12 2 10 0 9
SPR_00595 0.55 0.57 0.55 12 2753 10 2 8 0 9
SPR_00721 0.48 0.52 0.44 11 2901 14 3 11 0 10
SPR_00816 0.31 0.35 0.28 7 3461 21 5 13 3 13
SPR_00867 0.52 0.57 0.48 12 2901 13 2 11 0 9
SPR_00912 0.44 0.48 0.42 10 2979 17 3 11 3 11
SPR_01157 0.73 0.76 0.70 16 2752 8 0 7 1 5
SRP_00001 0.86 0.88 0.85 35 6745 8 1 5 2 5
SRP_00008 1.00 1.00 1.00 25 2901 0 0 0 0 0
SRP_00020 0.86 0.88 0.85 29 5531 5 1 4 0 4
SRP_00038 0.94 0.94 0.94 31 5017 2 0 2 0 2
SRP_00040 0.70 0.74 0.66 23 5530 14 1 11 2 8
SRP_00042 0.46 0.48 0.44 12 3978 17 1 14 2 13
SRP_00043 0.45 0.48 0.42 14 5017 22 4 15 3 15
SRP_00044 0.77 0.75 0.80 24 6075 9 1 5 3 8
SRP_00046 0.97 0.97 0.97 31 4721 2 0 1 1 1
SRP_00051 0.97 0.97 0.97 29 5430 3 0 1 2 1
SRP_00054 0.45 0.44 0.47 14 5535 16 0 16 0 18
SRP_00056 0.84 0.84 0.84 31 6404 6 1 5 0 6
SRP_00057 0.83 0.83 0.83 29 6293 7 1 5 1 6
SRP_00058 0.90 0.91 0.89 31 5743 8 1 3 4 3
SRP_00067 0.96 0.97 0.95 37 5739 2 1 1 0 1
SRP_00072 1.00 1.00 1.00 29 6299 1 0 0 1 0
SRP_00074 0.39 0.41 0.36 12 6522 25 3 18 4 17
SRP_00075 0.82 0.79 0.84 27 5533 8 0 5 3 7
SRP_00077 0.21 0.22 0.21 8 6631 31 4 27 0 29
SRP_00081 0.68 0.74 0.62 23 5528 14 1 13 0 8
SRP_00084 0.85 0.85 0.85 29 5426 5 1 4 0 5
SRP_00094 0.86 0.88 0.84 21 4070 4 0 4 0 3
SRP_00095 0.81 0.84 0.78 21 3978 6 1 5 0 4
SRP_00098 0.64 0.65 0.63 24 6403 17 1 13 3 13
SRP_00105 0.38 0.38 0.39 13 5532 20 3 17 0 21
SRP_00106 0.45 0.52 0.39 13 5220 23 9 11 3 12
SRP_00107 0.13 0.16 0.11 3 3628 26 6 18 2 16
SRP_00121 0.80 0.80 0.80 20 4253 6 0 5 1 5
SRP_00128 0.76 0.81 0.73 29 6746 12 1 10 1 7
SRP_00132 0.65 0.69 0.63 20 4819 15 0 12 3 9
SRP_00134 0.51 0.55 0.48 16 5962 23 3 14 6 13
SRP_00137 0.74 0.84 0.66 21 4154 13 4 7 2 4
SRP_00141 0.91 0.90 0.93 37 6288 3 1 2 0 4
SRP_00145 0.96 0.98 0.95 39 6287 2 1 1 0 1
SRP_00146 0.93 0.94 0.92 34 5216 3 1 2 0 2
SRP_00161 0.89 0.91 0.87 20 2827 3 0 3 0 2
SRP_00162 0.89 0.91 0.88 21 2902 4 0 3 1 2
SRP_00163 0.76 0.81 0.72 21 3457 8 2 6 0 5
SRP_00164 0.96 0.97 0.94 34 6867 3 1 1 1 1
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 6 0 6 0 4
SRP_00200 0.84 0.86 0.82 31 6865 9 1 6 2 5
SRP_00209 0.80 0.81 0.79 22 4628 6 0 6 0 5
SRP_00213 0.35 0.40 0.31 10 4154 22 5 17 0 15
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 0.58 0.58 0.58 14 3297 11 0 10 1 10
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 0.95 0.97 0.94 30 5119 2 1 1 0 1
SRP_00229 0.43 0.44 0.41 12 5224 17 5 12 0 15
SRP_00231 0.87 0.88 0.86 30 5425 5 1 4 0 4
SRP_00233 0.97 0.94 1.00 31 5120 0 0 0 0 2
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.92 0.90 0.95 35 6866 3 1 1 1 4
SRP_00250 0.74 0.75 0.73 27 6749 13 1 9 3 9
SRP_00251 0.70 0.72 0.68 26 6983 12 1 11 0 10
SRP_00266 0.72 0.72 0.72 21 4627 9 1 7 1 8
SRP_00268 0.47 0.48 0.46 13 4158 15 4 11 0 14
SRP_00269 0.42 0.42 0.42 14 5017 19 3 16 0 19
SRP_00270 0.43 0.45 0.41 14 4622 20 2 18 0 17
SRP_00271 -0.01 0.00 0.00 0 3215 25 3 22 0 24
SRP_00273 0.91 0.93 0.90 37 6745 6 1 3 2 3
SRP_00274 0.96 0.97 0.95 37 6864 3 1 1 1 1
SRP_00285 0.91 0.87 0.96 26 3714 1 0 1 0 4
SRP_00295 0.93 0.92 0.95 35 6866 4 1 1 2 3
SRP_00303 0.69 0.72 0.66 23 6635 12 1 11 0 9
SRP_00310 0.89 0.91 0.88 21 2902 4 0 3 1 2
SRP_00312 0.36 0.37 0.36 10 4158 18 4 14 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 0.57 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 0.55 0.55 0.55 17 5019 14 3 11 0 14
SRP_00333 0.86 0.85 0.88 29 5118 4 0 4 0 5
SRP_00338 0.94 0.94 0.94 34 5424 2 0 2 0 2
SRP_00341 0.74 0.74 0.74 23 4722 8 0 8 0 8
SRP_00342 0.57 0.60 0.56 15 3978 17 1 11 5 10
SRP_00350 0.34 0.33 0.35 9 3890 17 2 15 0 18
SRP_00356 0.56 0.57 0.57 17 5020 13 1 12 0 13
SRP_00357 0.93 0.92 0.94 33 5321 3 1 1 1 3
SRP_00358 0.93 0.91 0.94 32 6294 3 1 1 1 3
SRP_00363 0.95 0.97 0.94 29 4722 4 0 2 2 1
SRP_00365 0.91 0.89 0.92 24 3377 2 0 2 0 3
SRP_00367 0.96 0.97 0.94 34 6750 2 1 1 0 1
SRP_00369 0.84 0.83 0.85 29 5744 7 1 4 2 6
SRP_00383 0.12 0.13 0.13 3 3216 21 3 18 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.