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 RNASLOpt - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(seed) RNASLOpt
MCC 0.750 > 0.574
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026 > 0.567 ± 0.038
Sensitivity 0.712 > 0.526
Positive Predictive Value 0.793 > 0.630
Total TP 3967 > 2933
Total TN 929654 < 930000
Total FP 1620 < 2055
Total FP CONTRA 135 < 274
Total FP INCONS 899 < 1448
Total FP COMP 586 > 333
Total FN 1605 < 2639
P-value 3.56938820447e-08

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Performance plots


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

  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 RNASLOpt).

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

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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 RNASLOpt - scored lower in this pairwise comparison

1. Total counts & total scores for RNASLOpt

Total Base Pair Counts
Total TP 2933
Total TN 930000
Total FP 2055
Total FP CONTRA 274
Total FP INCONS 1448
Total FP COMP 333
Total FN 2639
Total Scores
MCC 0.574
Average MCC ± 95% Confidence Intervals 0.567 ± 0.038
Sensitivity 0.526
Positive Predictive Value 0.630
Nr of predictions 233

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00251 0.70 0.70 0.70 30 17723 25 5 8 12 13
CRW_01484 0.49 0.44 0.55 17 7472 14 1 13 0 22
CRW_01499 0.27 0.24 0.31 10 7969 23 1 21 1 31
CRW_01507 0.00 0.00 0.00 0 7474 29 3 26 0 41
CRW_01535 0.23 0.22 0.24 8 7107 25 3 22 0 29
CRW_01590 0.25 0.24 0.26 9 7105 26 3 23 0 28
CRW_01603 0.36 0.32 0.41 12 7111 17 2 15 0 25
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 0.90 0.80 1.00 33 5017 0 0 0 0 8
PDB_00392 -0.01 0.00 0.00 0 2828 22 6 16 0 21
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 22 0 21 1 23
PDB_00741 0.87 0.76 1.00 13 690 0 0 0 0 4
PDB_00810 0.51 0.41 0.64 7 1070 4 2 2 0 10
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 0.92 0.90 0.95 18 971 1 0 1 0 2
PDB_01001 0.82 0.67 1.00 12 2133 0 0 0 0 6
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 0.79 0.69 0.90 9 893 2 0 1 1 4
PDB_01073 0.56 0.47 0.67 16 4347 9 0 8 1 18
PDB_01092 0.74 0.63 0.87 33 10115 7 1 4 2 19
PDB_01114 0.51 0.37 0.71 10 2836 4 0 4 0 17
PDB_01152 0.88 0.79 1.00 11 550 0 0 0 0 3
PDB_01236 0.62 0.52 0.74 28 11590 11 0 10 1 26
RFA_00389 0.69 0.67 0.71 10 1417 6 3 1 2 5
RFA_00390 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00391 0.69 0.67 0.71 10 1417 6 3 1 2 5
RFA_00396 0.73 0.53 1.00 8 1423 1 0 0 1 7
RFA_00402 0.40 0.33 0.50 5 1421 5 0 5 0 10
RFA_00409 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00416 0.77 0.60 1.00 9 1476 1 0 0 1 6
RFA_00425 0.68 0.47 1.00 7 1646 4 0 0 4 8
RFA_00427 0.77 0.60 1.00 9 1476 2 0 0 2 6
RFA_00433 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00434 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00436 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00440 1.00 1.00 1.00 15 1470 2 0 0 2 0
RFA_00442 0.77 0.60 1.00 9 1422 1 0 0 1 6
RFA_00444 0.69 0.67 0.71 10 1526 4 3 1 0 5
RFA_00446 0.77 0.60 1.00 9 1476 2 0 0 2 6
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 21 0 0 21 0
RFA_00583 0.45 0.47 0.44 7 4934 19 0 9 10 8
RFA_00584 1.00 1.00 1.00 15 2911 8 0 0 8 0
RFA_00585 1.00 1.00 1.00 15 4836 11 0 0 11 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 13 0 0 13 0
RFA_00588 1.00 1.00 1.00 15 4545 13 0 0 13 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 9 0 1 8 2
RFA_00596 0.82 0.67 1.00 10 5985 14 0 0 14 5
RFA_00603 0.54 0.51 0.56 18 13498 15 4 10 1 17
RFA_00604 0.73 0.66 0.82 23 13502 12 4 1 7 12
RFA_00605 0.36 0.34 0.39 12 15194 27 3 16 8 23
RFA_00607 0.90 0.83 0.97 30 17735 12 0 1 11 6
RFA_00609 0.92 0.89 0.94 33 17920 10 0 2 8 4
RFA_00610 0.90 0.86 0.94 32 17171 10 0 2 8 5
RFA_00611 0.69 0.66 0.72 23 13009 9 2 7 0 12
RFA_00613 0.16 0.14 0.18 5 12852 27 9 14 4 30
RFA_00615 0.47 0.43 0.52 15 13337 14 8 6 0 20
RFA_00632 0.59 0.57 0.62 16 4069 10 2 8 0 12
RFA_00636 0.65 0.64 0.67 18 3978 9 2 7 0 10
RFA_00642 -0.01 0.00 0.00 0 2914 12 1 11 0 18
RFA_00643 -0.01 0.00 0.00 0 2199 12 1 11 0 18
RFA_00644 -0.01 0.00 0.00 0 2680 21 6 15 0 18
RFA_00645 -0.01 0.00 0.00 0 2403 12 3 9 0 18
RFA_00649 0.33 0.33 0.33 6 2127 12 6 6 0 12
RFA_00651 0.27 0.22 0.33 4 2068 8 1 7 0 14
RFA_00653 0.33 0.33 0.33 6 2127 12 3 9 0 12
RFA_00654 0.59 0.50 0.69 9 2402 5 1 3 1 9
RFA_00658 0.40 0.29 0.57 4 1121 5 0 3 2 10
RFA_00659 -0.01 0.00 0.00 0 1125 5 0 3 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 0.50 0.43 0.60 6 980 4 0 4 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 0.74 0.71 0.77 10 1115 4 0 3 1 4
RFA_00675 0.29 0.29 0.31 4 977 9 1 8 0 10
RFA_00677 0.74 0.71 0.77 10 977 5 0 3 2 4
RFA_00678 0.53 0.29 1.00 4 942 0 0 0 0 10
RFA_00680 0.84 0.71 1.00 10 1118 2 0 0 2 4
RFA_00684 0.84 0.71 1.00 10 980 1 0 0 1 4
RFA_00685 0.47 0.36 0.63 5 982 4 0 3 1 9
RFA_00695 0.30 0.29 0.31 4 7008 25 2 7 16 10
RFA_00703 0.41 0.43 0.40 6 4263 20 3 6 11 8
RFA_00704 -0.01 0.00 0.00 0 982 8 0 8 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 0.53 0.29 1.00 4 1031 0 0 0 0 10
RFA_00709 -0.01 0.00 0.00 0 984 7 0 6 1 14
RFA_00710 -0.01 0.00 0.00 0 984 6 0 6 0 14
RFA_00711 -0.01 0.00 0.00 0 1026 9 0 9 0 14
RFA_00715 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00716 -0.01 0.00 0.00 0 939 7 0 7 0 14
RFA_00717 -0.01 0.00 0.00 0 894 9 0 9 0 14
RFA_00730 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00731 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00733 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00734 0.67 0.58 0.78 7 894 3 0 2 1 5
RFA_00736 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00737 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00745 -0.01 0.00 0.00 0 941 5 1 4 0 12
RFA_00749 0.48 0.42 0.56 5 894 5 1 3 1 7
RFA_00758 -0.01 0.00 0.00 0 898 5 0 5 0 12
RFA_00762 -0.01 0.00 0.00 0 894 9 2 7 0 12
RFA_00763 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00764 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00765 0.64 0.42 1.00 5 898 1 0 0 1 7
RFA_00767 0.63 0.56 0.71 10 1877 4 0 4 0 8
RFA_00768 0.61 0.56 0.67 10 1876 5 0 5 0 8
RFA_00769 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00770 0.47 0.39 0.58 7 2004 5 1 4 0 11
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00779 0.74 0.56 1.00 10 1943 0 0 0 0 8
RFA_00781 0.51 0.50 0.53 16 5020 14 2 12 0 16
RFA_00786 -0.01 0.00 0.00 0 5022 28 4 24 0 32
RFA_00791 0.44 0.41 0.48 13 5124 14 4 10 0 19
RFA_00792 0.89 0.84 0.93 27 5021 2 0 2 0 5
RFA_00801 0.82 0.75 0.89 24 5023 4 0 3 1 8
RFA_00808 0.75 0.56 1.00 9 2007 0 0 0 0 7
RFA_00809 0.40 0.38 0.43 6 2131 8 1 7 0 10
SPR_00020 0.58 0.60 0.57 12 2680 9 1 8 0 8
SPR_00023 0.90 0.86 0.95 18 2831 1 0 1 0 3
SPR_00064 1.00 1.00 1.00 21 2829 0 0 0 0 0
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 0.56 0.62 0.52 13 2901 15 4 8 3 8
SPR_00273 0.76 0.76 0.76 16 2829 6 0 5 1 5
SPR_00277 1.00 1.00 1.00 21 2905 0 0 0 0 0
SPR_00279 0.36 0.33 0.39 7 2908 11 6 5 0 14
SPR_00314 1.00 1.00 1.00 21 2905 2 0 0 2 0
SPR_00394 0.56 0.52 0.61 11 3637 7 5 2 0 10
SPR_00402 0.67 0.62 0.72 13 2538 5 0 5 0 8
SPR_00434 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00452 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00595 0.78 0.76 0.80 16 2755 4 2 2 0 5
SPR_00721 1.00 1.00 1.00 21 2905 2 0 0 2 0
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 0.32 0.33 0.32 7 2981 18 4 11 3 14
SPR_01157 0.87 0.81 0.94 17 2757 2 0 1 1 4
SRP_00001 0.44 0.40 0.50 16 6754 16 0 16 0 24
SRP_00008 0.77 0.76 0.79 19 2902 5 2 3 0 6
SRP_00020 0.79 0.76 0.83 25 5535 5 1 4 0 8
SRP_00038 0.30 0.27 0.33 9 5023 18 0 18 0 24
SRP_00040 0.66 0.55 0.81 17 5544 6 0 4 2 14
SRP_00042 0.40 0.36 0.45 9 3985 12 1 10 1 16
SRP_00043 0.40 0.38 0.42 11 5024 18 3 12 3 18
SRP_00044 0.57 0.53 0.61 17 6077 12 3 8 1 15
SRP_00046 0.95 0.91 1.00 29 4724 1 0 0 1 3
SRP_00051 0.31 0.30 0.33 9 5433 20 4 14 2 21
SRP_00054 0.31 0.28 0.35 9 5539 17 2 15 0 23
SRP_00056 0.36 0.32 0.41 12 6412 17 1 16 0 25
SRP_00057 0.74 0.69 0.80 24 6298 7 1 5 1 11
SRP_00058 0.45 0.41 0.50 14 5750 16 2 12 2 20
SRP_00067 0.53 0.50 0.58 19 5745 14 1 13 0 19
SRP_00072 0.00 0.00 0.00 0 6301 27 1 26 0 29
SRP_00074 0.32 0.31 0.33 9 6528 21 2 16 3 20
SRP_00075 0.24 0.24 0.25 8 5533 26 1 23 2 26
SRP_00077 0.52 0.51 0.53 19 6634 17 3 14 0 18
SRP_00081 0.38 0.39 0.39 12 5534 19 2 17 0 19
SRP_00084 0.81 0.76 0.87 26 5430 4 1 3 0 8
SRP_00094 0.55 0.50 0.60 12 4075 9 1 7 1 12
SRP_00095 0.65 0.64 0.67 16 3981 9 1 7 1 9
SRP_00098 0.23 0.22 0.26 8 6410 24 1 22 1 29
SRP_00105 0.30 0.29 0.32 10 5534 21 4 17 0 24
SRP_00106 0.52 0.52 0.52 13 5228 13 6 6 1 12
SRP_00107 -0.01 0.00 0.00 0 3634 23 5 16 2 19
SRP_00121 0.65 0.52 0.81 13 4262 3 0 3 0 12
SRP_00128 0.62 0.61 0.63 22 6751 13 0 13 0 14
SRP_00132 0.64 0.59 0.71 17 4827 9 0 7 2 12
SRP_00134 0.28 0.28 0.29 8 5967 23 4 16 3 21
SRP_00137 0.67 0.72 0.62 18 4157 11 4 7 0 7
SRP_00141 0.84 0.80 0.87 33 6290 5 1 4 0 8
SRP_00145 0.95 0.90 1.00 36 6292 0 0 0 0 4
SRP_00146 0.82 0.67 1.00 24 5229 0 0 0 0 12
SRP_00161 0.40 0.41 0.41 9 2828 13 3 10 0 13
SRP_00162 -0.01 0.00 0.00 0 2905 21 3 18 0 23
SRP_00163 0.28 0.27 0.30 7 3463 16 4 12 0 19
SRP_00164 0.41 0.40 0.42 14 6870 19 3 16 0 21
SRP_00170 0.53 0.52 0.54 13 4071 12 2 9 1 12
SRP_00194 0.35 0.33 0.37 7 3221 12 0 12 0 14
SRP_00200 0.83 0.72 0.96 26 6876 1 0 1 0 10
SRP_00209 0.62 0.63 0.61 17 4628 11 3 8 0 10
SRP_00213 0.38 0.40 0.37 10 4159 17 4 13 0 15
SRP_00215 0.74 0.68 0.81 17 3219 4 0 4 0 8
SRP_00216 0.88 0.85 0.92 23 3378 3 1 1 1 4
SRP_00217 0.87 0.83 0.91 20 3299 3 0 2 1 4
SRP_00219 0.89 0.87 0.91 20 3299 3 0 2 1 3
SRP_00222 0.49 0.48 0.50 12 3057 13 3 9 1 13
SRP_00227 0.63 0.58 0.69 18 5125 8 0 8 0 13
SRP_00229 0.37 0.37 0.37 10 5226 17 5 12 0 17
SRP_00231 0.58 0.56 0.61 19 5429 12 3 9 0 15
SRP_00233 0.46 0.42 0.50 14 5123 14 0 14 0 19
SRP_00243 0.90 0.81 1.00 25 5126 0 0 0 0 6
SRP_00244 0.56 0.51 0.63 20 6871 12 2 10 0 19
SRP_00250 0.75 0.72 0.79 26 6753 9 0 7 2 10
SRP_00251 0.50 0.50 0.51 18 6986 17 1 16 0 18
SRP_00266 0.42 0.34 0.53 10 4637 9 1 8 0 19
SRP_00268 0.41 0.37 0.45 10 4164 12 3 9 0 17
SRP_00269 0.43 0.42 0.44 14 5018 18 2 16 0 19
SRP_00270 0.50 0.45 0.56 14 4631 11 3 8 0 17
SRP_00271 -0.01 0.00 0.00 0 3221 19 2 17 0 24
SRP_00273 0.95 0.90 1.00 36 6750 1 0 0 1 4
SRP_00274 0.83 0.79 0.88 30 6869 4 1 3 0 8
SRP_00285 0.87 0.77 1.00 23 3718 0 0 0 0 7
SRP_00295 0.90 0.82 1.00 31 6872 1 0 0 1 7
SRP_00303 0.63 0.59 0.68 19 6642 9 1 8 0 13
SRP_00310 0.79 0.74 0.85 17 2906 4 0 3 1 6
SRP_00312 0.52 0.52 0.52 14 4159 13 1 12 0 13
SRP_00315 0.71 0.61 0.82 14 2909 3 0 3 0 9
SRP_00318 0.71 0.61 0.82 14 2986 3 0 3 0 9
SRP_00324 0.46 0.45 0.48 13 5329 14 3 11 0 16
SRP_00325 0.70 0.64 0.78 21 4344 6 0 6 0 12
SRP_00326 0.60 0.58 0.62 18 5021 11 3 8 0 13
SRP_00333 0.74 0.65 0.85 22 5125 4 1 3 0 12
SRP_00338 0.93 0.86 1.00 31 5429 0 0 0 0 5
SRP_00341 0.10 0.10 0.12 3 4727 23 1 22 0 28
SRP_00342 0.48 0.40 0.59 10 3988 7 1 6 0 15
SRP_00350 0.77 0.74 0.80 20 3891 6 1 4 1 7
SRP_00356 0.46 0.43 0.50 13 5024 13 2 11 0 17
SRP_00357 0.82 0.78 0.88 28 5324 4 1 3 0 8
SRP_00358 0.68 0.63 0.73 22 6298 8 2 6 0 13
SRP_00363 0.88 0.80 0.96 24 4728 3 0 1 2 6
SRP_00365 0.36 0.33 0.39 9 3380 14 2 12 0 18
SRP_00367 0.57 0.54 0.59 19 6754 13 1 12 0 16
SRP_00369 0.48 0.43 0.54 15 5750 13 0 13 0 20
SRP_00383 -0.01 0.00 0.00 0 3223 17 1 16 0 24

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