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 Sfold - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(seed) Sfold
MCC 0.750 > 0.680
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026 > 0.655 ± 0.038
Sensitivity 0.712 > 0.648
Positive Predictive Value 0.793 > 0.718
Total TP 3967 > 3611
Total TN 929654 > 929623
Total FP 1620 < 1816
Total FP CONTRA 135 < 219
Total FP INCONS 899 < 1202
Total FP COMP 586 > 395
Total FN 1605 < 1961
P-value 3.56938820447e-08

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Performance plots


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

  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 Sfold).

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

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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 Sfold - scored lower in this pairwise comparison

1. Total counts & total scores for Sfold

Total Base Pair Counts
Total TP 3611
Total TN 929623
Total FP 1816
Total FP CONTRA 219
Total FP INCONS 1202
Total FP COMP 395
Total FN 1961
Total Scores
MCC 0.680
Average MCC ± 95% Confidence Intervals 0.655 ± 0.038
Sensitivity 0.648
Positive Predictive Value 0.718
Nr of predictions 233

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2. Individual counts for Sfold [ 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 16 0 0 16 0
CRW_01484 0.24 0.18 0.33 7 7482 15 2 12 1 32
CRW_01499 0.55 0.54 0.56 22 7962 18 3 14 1 19
CRW_01507 0.87 0.76 1.00 31 7472 3 0 0 3 10
CRW_01535 0.84 0.78 0.91 29 7108 7 0 3 4 8
CRW_01590 0.66 0.43 1.00 16 7124 0 0 0 0 21
CRW_01603 0.84 0.78 0.91 29 7108 6 0 3 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 0.94 0.88 1.00 36 5014 0 0 0 0 5
PDB_00392 0.18 0.19 0.18 4 2828 18 7 11 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 0.76 0.59 1.00 10 1071 0 0 0 0 7
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 0.95 0.90 1.00 18 972 0 0 0 0 2
PDB_01001 0.57 0.56 0.59 10 2128 7 3 4 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 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01073 0.80 0.65 1.00 22 4349 1 0 0 1 12
PDB_01092 0.76 0.63 0.92 33 10117 5 0 3 2 19
PDB_01114 0.62 0.52 0.74 14 2831 5 0 5 0 13
PDB_01152 0.96 0.93 1.00 13 548 0 0 0 0 1
PDB_01236 0.62 0.57 0.67 31 11582 18 0 15 3 23
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 1 0 0 1 1
RFA_00402 1.00 1.00 1.00 15 1416 0 0 0 0 0
RFA_00409 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00416 0.93 0.93 0.93 14 1470 4 0 1 3 1
RFA_00425 0.89 0.80 1.00 12 1641 4 0 0 4 3
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 20 0 0 20 0
RFA_00583 1.00 1.00 1.00 15 4935 10 0 0 10 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 2 0 0 2 0
RFA_00586 0.89 0.80 1.00 12 3904 8 0 0 8 3
RFA_00587 1.00 1.00 1.00 15 4836 8 0 0 8 0
RFA_00588 0.93 0.87 1.00 13 4547 7 0 0 7 2
RFA_00589 0.93 0.87 1.00 13 4358 17 0 0 17 2
RFA_00594 0.93 0.87 1.00 13 2762 10 0 0 10 2
RFA_00596 0.00 0.00 0.00 0 5985 19 4 6 9 15
RFA_00603 0.66 0.69 0.63 24 13492 17 4 10 3 11
RFA_00604 0.71 0.74 0.68 26 13492 24 2 10 12 9
RFA_00605 0.39 0.34 0.44 12 15198 24 3 12 9 23
RFA_00607 0.91 0.83 1.00 30 17736 7 0 0 7 6
RFA_00609 0.78 0.78 0.78 29 17918 18 2 6 10 8
RFA_00610 0.89 0.84 0.94 31 17172 15 0 2 13 6
RFA_00611 0.81 0.71 0.93 25 13014 5 0 2 3 10
RFA_00613 0.49 0.49 0.50 17 12846 19 7 10 2 18
RFA_00615 0.63 0.57 0.69 20 13337 9 4 5 0 15
RFA_00632 0.24 0.25 0.25 7 4067 21 2 19 0 21
RFA_00636 0.40 0.39 0.41 11 3978 16 2 14 0 17
RFA_00642 0.00 0.00 0.00 0 2926 0 0 0 0 18
RFA_00643 0.24 0.22 0.27 4 2196 12 2 9 1 14
RFA_00644 -0.01 0.00 0.00 0 2689 12 0 12 0 18
RFA_00645 -0.01 0.00 0.00 0 2404 11 3 8 0 18
RFA_00649 0.37 0.33 0.43 6 2131 10 0 8 2 12
RFA_00651 0.14 0.11 0.18 2 2069 9 1 8 0 16
RFA_00653 0.34 0.33 0.35 6 2128 11 3 8 0 12
RFA_00654 -0.01 0.00 0.00 0 2401 14 2 12 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 1122 8 0 6 2 14
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00667 0.22 0.21 0.25 3 978 10 1 8 1 11
RFA_00668 0.41 0.43 0.40 6 975 9 0 9 0 8
RFA_00672 -0.01 0.00 0.00 0 896 7 0 7 0 13
RFA_00673 0.42 0.36 0.50 5 1118 6 0 5 1 9
RFA_00674 0.66 0.64 0.69 9 1115 5 0 4 1 5
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.59 0.57 0.62 8 977 6 0 5 1 6
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 0.59 0.57 0.62 8 977 6 0 5 1 6
RFA_00685 0.47 0.36 0.63 5 982 4 0 3 1 9
RFA_00695 0.56 0.50 0.64 7 7010 23 1 3 19 7
RFA_00703 0.67 0.64 0.69 9 4265 16 1 3 12 5
RFA_00704 -0.01 0.00 0.00 0 981 9 0 9 0 14
RFA_00705 0.77 0.71 0.83 10 1023 2 0 2 0 4
RFA_00706 -0.01 0.00 0.00 0 1030 5 0 5 0 14
RFA_00707 -0.01 0.00 0.00 0 1028 7 1 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 0 980 10 0 10 0 14
RFA_00710 -0.01 0.00 0.00 0 981 9 0 9 0 14
RFA_00711 0.00 0.00 0.00 0 1035 0 0 0 0 14
RFA_00715 -0.01 0.00 0.00 0 937 9 0 9 0 14
RFA_00716 -0.01 0.00 0.00 0 935 11 0 11 0 14
RFA_00717 0.72 0.64 0.82 9 892 2 0 2 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 0.96 0.92 1.00 11 892 1 0 0 1 1
RFA_00745 0.91 0.83 1.00 10 936 1 0 0 1 2
RFA_00749 0.66 0.67 0.67 8 891 5 1 3 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 0.91 0.83 1.00 10 893 0 0 0 0 2
RFA_00764 0.66 0.67 0.67 8 891 5 1 3 1 4
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 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 0.57 0.56 0.59 10 1936 7 1 6 0 8
RFA_00779 0.68 0.56 0.83 10 1941 2 0 2 0 8
RFA_00781 0.59 0.59 0.59 19 5018 13 2 11 0 13
RFA_00786 0.27 0.22 0.33 7 5029 14 1 13 0 25
RFA_00791 0.58 0.50 0.67 16 5127 8 1 7 0 16
RFA_00792 0.95 0.94 0.97 30 5019 2 0 1 1 2
RFA_00801 0.79 0.75 0.83 24 5021 6 0 5 1 8
RFA_00808 -0.01 0.00 0.00 0 2000 19 2 14 3 16
RFA_00809 0.37 0.38 0.38 6 2129 10 1 9 0 10
SPR_00020 0.84 0.80 0.89 16 2683 4 0 2 2 4
SPR_00023 0.49 0.52 0.46 11 2826 13 3 10 0 10
SPR_00064 0.57 0.57 0.57 12 2829 9 2 7 0 9
SPR_00111 0.61 0.57 0.67 12 2683 6 1 5 0 9
SPR_00113 0.92 0.85 1.00 17 2758 1 0 0 1 3
SPR_00137 0.80 0.76 0.84 16 2907 9 0 3 6 5
SPR_00273 0.30 0.33 0.28 7 2825 18 2 16 0 14
SPR_00277 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00279 0.37 0.33 0.41 7 2909 10 6 4 0 14
SPR_00314 0.71 0.76 0.67 16 2902 11 0 8 3 5
SPR_00394 0.54 0.48 0.63 10 3639 6 5 1 0 11
SPR_00402 0.79 0.62 1.00 13 2543 0 0 0 0 8
SPR_00434 0.72 0.52 1.00 11 2839 0 0 0 0 10
SPR_00452 0.53 0.57 0.50 12 2826 12 2 10 0 9
SPR_00595 0.84 0.71 1.00 15 2760 0 0 0 0 6
SPR_00721 0.49 0.52 0.46 11 2902 13 3 10 0 10
SPR_00816 0.32 0.35 0.29 7 3462 20 5 12 3 13
SPR_00867 0.52 0.57 0.48 12 2901 13 2 11 0 9
SPR_00912 0.41 0.43 0.41 9 2981 16 3 10 3 12
SPR_01157 0.54 0.57 0.52 12 2752 12 0 11 1 9
SRP_00001 0.87 0.88 0.88 35 6746 6 1 4 1 5
SRP_00008 0.70 0.72 0.69 18 2900 9 0 8 1 7
SRP_00020 0.86 0.88 0.85 29 5531 5 1 4 0 4
SRP_00038 0.48 0.39 0.59 13 5028 9 0 9 0 20
SRP_00040 0.70 0.74 0.66 23 5530 14 1 11 2 8
SRP_00042 0.47 0.48 0.46 12 3979 16 1 13 2 13
SRP_00043 0.46 0.48 0.44 14 5018 21 4 14 3 15
SRP_00044 0.79 0.75 0.83 24 6076 6 1 4 1 8
SRP_00046 0.62 0.56 0.69 18 4727 9 0 8 1 14
SRP_00051 0.51 0.40 0.67 12 5442 8 0 6 2 18
SRP_00054 0.46 0.44 0.48 14 5536 15 0 15 0 18
SRP_00056 0.81 0.81 0.81 30 6404 7 1 6 0 7
SRP_00057 0.69 0.69 0.71 24 6294 11 2 8 1 11
SRP_00058 0.90 0.91 0.89 31 5743 8 1 3 4 3
SRP_00067 0.93 0.92 0.95 35 5741 2 1 1 0 3
SRP_00072 0.34 0.31 0.38 9 6304 16 1 14 1 20
SRP_00074 0.19 0.17 0.21 5 6531 23 2 17 4 24
SRP_00075 0.84 0.79 0.90 27 5535 5 0 3 2 7
SRP_00077 0.20 0.22 0.20 8 6630 32 4 28 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 0.76 0.75 0.78 18 4072 5 1 4 0 6
SRP_00095 0.39 0.28 0.54 7 3992 6 1 5 0 18
SRP_00098 0.64 0.62 0.66 23 6406 13 1 11 1 14
SRP_00105 0.41 0.38 0.45 13 5536 16 3 13 0 21
SRP_00106 0.67 0.76 0.59 19 5221 16 5 8 3 6
SRP_00107 0.14 0.16 0.13 3 3631 23 6 15 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 0.52 0.55 0.50 16 5963 21 3 13 5 13
SRP_00137 0.74 0.84 0.66 21 4154 11 4 7 0 4
SRP_00141 0.91 0.90 0.93 37 6288 4 1 2 1 4
SRP_00145 0.95 0.95 0.95 38 6288 2 1 1 0 2
SRP_00146 0.93 0.94 0.92 34 5216 3 1 2 0 2
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 0.76 0.81 0.72 21 3457 8 2 6 0 5
SRP_00164 0.93 0.94 0.92 33 6867 4 1 2 1 2
SRP_00170 0.50 0.48 0.52 12 4072 12 0 11 1 13
SRP_00194 0.77 0.81 0.74 17 3217 6 0 6 0 4
SRP_00200 0.82 0.83 0.81 30 6866 8 1 6 1 6
SRP_00209 0.58 0.59 0.57 16 4628 13 0 12 1 11
SRP_00213 0.58 0.40 0.83 10 4174 2 1 1 0 15
SRP_00215 0.82 0.80 0.83 20 3216 4 0 4 0 5
SRP_00216 0.93 0.93 0.93 25 3376 3 1 1 1 2
SRP_00217 0.94 0.96 0.92 23 3296 3 0 2 1 1
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 0.34 0.33 0.36 9 5228 16 5 11 0 18
SRP_00231 0.89 0.88 0.91 30 5427 3 1 2 0 4
SRP_00233 0.94 0.88 1.00 29 5122 0 0 0 0 4
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.76 0.64 0.89 25 6875 3 1 2 0 14
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 0.65 0.55 0.76 16 4635 6 0 5 1 13
SRP_00268 0.62 0.48 0.81 13 4170 3 1 2 0 14
SRP_00269 0.60 0.61 0.61 20 5017 13 3 10 0 13
SRP_00270 0.43 0.45 0.41 14 4622 20 2 18 0 17
SRP_00271 -0.01 0.00 0.00 0 3218 22 3 19 0 24
SRP_00273 0.90 0.90 0.90 36 6746 6 1 3 2 4
SRP_00274 0.93 0.95 0.92 36 6864 4 1 2 1 2
SRP_00285 0.89 0.83 0.96 25 3715 1 0 1 0 5
SRP_00295 0.93 0.92 0.95 35 6866 4 1 1 2 3
SRP_00303 0.81 0.84 0.77 27 6635 8 1 7 0 5
SRP_00310 0.82 0.78 0.86 18 2905 4 0 3 1 5
SRP_00312 0.41 0.37 0.45 10 4164 12 1 11 0 17
SRP_00315 0.79 0.74 0.85 17 2906 3 0 3 0 6
SRP_00318 0.84 0.83 0.86 19 2981 3 0 3 0 4
SRP_00324 0.60 0.62 0.58 18 5325 13 4 9 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 0.57 0.52 0.64 16 4728 9 0 9 0 15
SRP_00342 0.59 0.60 0.58 15 3979 16 1 10 5 10
SRP_00350 0.38 0.33 0.45 9 3896 11 1 10 0 18
SRP_00356 0.47 0.43 0.52 13 5025 12 4 8 0 17
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 0.82 0.70 0.95 19 3383 1 0 1 0 8
SRP_00367 0.94 0.94 0.94 33 6751 2 1 1 0 2
SRP_00369 0.91 0.89 0.94 31 5745 2 1 1 0 4
SRP_00383 0.22 0.21 0.24 5 3219 16 3 13 0 19

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