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 RNAshapes - scored lower in this pairwise comparison

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


Overview

Metric MXScarna(seed) RNAshapes
MCC 0.750 > 0.669
Average MCC ± 95% Confidence Intervals 0.757 ± 0.026 > 0.654 ± 0.038
Sensitivity 0.712 > 0.666
Positive Predictive Value 0.793 > 0.676
Total TP 3967 > 3712
Total TN 929654 > 929167
Total FP 1620 < 2244
Total FP CONTRA 135 < 289
Total FP INCONS 899 < 1487
Total FP COMP 586 > 468
Total FN 1605 < 1860
P-value 3.56938820447e-08

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Performance plots


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

  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 RNAshapes).

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

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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 RNAshapes - scored lower in this pairwise comparison

1. Total counts & total scores for RNAshapes

Total Base Pair Counts
Total TP 3712
Total TN 929167
Total FP 2244
Total FP CONTRA 289
Total FP INCONS 1487
Total FP COMP 468
Total FN 1860
Total Scores
MCC 0.669
Average MCC ± 95% Confidence Intervals 0.654 ± 0.038
Sensitivity 0.666
Positive Predictive Value 0.676
Nr of predictions 233

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00251 0.99 0.98 1.00 42 17724 20 0 0 20 1
CRW_01484 0.28 0.26 0.31 10 7471 24 1 21 2 29
CRW_01499 0.50 0.49 0.53 20 7963 19 3 15 1 21
CRW_01507 0.82 0.78 0.86 32 7466 7 0 5 2 9
CRW_01535 0.93 0.86 1.00 32 7108 3 0 0 3 5
CRW_01590 0.24 0.24 0.24 9 7103 28 4 24 0 28
CRW_01603 0.84 0.78 0.91 29 7108 5 0 3 2 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 0.91 0.82 1.00 14 1067 0 0 0 0 3
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 0.92 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 0.52 0.47 0.57 16 4343 13 2 10 1 18
PDB_01092 0.54 0.50 0.58 26 10108 21 2 17 2 26
PDB_01114 0.44 0.37 0.53 10 2831 9 0 9 0 17
PDB_01152 0.96 0.93 1.00 13 548 0 0 0 0 1
PDB_01236 0.60 0.56 0.65 30 11582 17 0 16 1 24
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 0.51 0.53 0.50 8 4934 22 0 8 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 14 0 0 14 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 1.00 1.00 1.00 15 4356 16 0 0 16 0
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 0.70 0.74 0.67 26 13491 16 4 9 3 9
RFA_00604 0.73 0.71 0.76 25 13497 19 2 6 11 10
RFA_00605 0.32 0.34 0.30 12 15185 37 3 25 9 23
RFA_00607 0.84 0.83 0.86 30 17731 16 1 4 11 6
RFA_00609 0.76 0.78 0.74 29 17916 25 2 8 15 8
RFA_00610 0.57 0.57 0.57 21 17168 27 2 14 11 16
RFA_00611 0.62 0.66 0.59 23 13002 26 5 11 10 12
RFA_00613 0.64 0.63 0.65 22 12846 15 4 8 3 13
RFA_00615 0.66 0.69 0.63 24 13328 18 5 9 4 11
RFA_00632 0.34 0.36 0.33 10 4065 20 2 18 0 18
RFA_00636 0.42 0.43 0.43 12 3977 16 2 14 0 16
RFA_00642 0.24 0.22 0.27 4 2911 11 2 9 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 2400 15 3 12 0 18
RFA_00649 0.22 0.22 0.22 4 2127 16 0 14 2 14
RFA_00651 0.35 0.33 0.38 6 2064 10 1 9 0 12
RFA_00653 0.33 0.33 0.33 6 2127 12 3 9 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 0.74 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 0.42 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 0.51 0.43 0.60 6 7011 29 1 3 25 8
RFA_00703 0.67 0.64 0.69 9 4265 18 1 3 14 5
RFA_00704 -0.01 0.00 0.00 0 983 8 0 7 1 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 6 0 6 0 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 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00733 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00734 0.64 0.67 0.62 8 890 5 1 4 0 4
RFA_00736 0.69 0.67 0.73 8 892 4 1 2 1 4
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 0.69 0.67 0.73 8 892 4 1 2 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 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00764 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
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 0.54 0.56 0.53 10 1934 9 4 5 0 8
RFA_00770 0.61 0.56 0.67 10 2001 8 0 5 3 8
RFA_00773 0.71 0.56 0.91 10 1942 4 1 0 3 8
RFA_00779 0.55 0.56 0.56 10 1935 8 3 5 0 8
RFA_00781 0.73 0.75 0.71 24 5016 10 2 8 0 8
RFA_00786 0.23 0.22 0.26 7 5023 20 1 19 0 25
RFA_00791 0.46 0.47 0.45 15 5118 18 6 12 0 17
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 15 2 13 0 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 9 2 4 3 4
SPR_00023 0.51 0.52 0.50 11 2828 11 2 9 0 10
SPR_00064 0.54 0.57 0.52 12 2827 11 2 9 0 9
SPR_00111 0.57 0.57 0.57 12 2680 9 1 8 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 0.36 0.33 0.39 7 2908 11 6 5 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 0.67 0.62 0.72 13 2538 5 0 5 0 8
SPR_00434 0.27 0.29 0.27 6 2828 16 7 9 0 15
SPR_00452 0.73 0.76 0.70 16 2827 7 3 4 0 5
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 0.32 0.35 0.29 7 3462 20 5 12 3 13
SPR_00867 0.49 0.52 0.46 11 2902 15 4 9 2 10
SPR_00912 0.49 0.52 0.46 11 2979 17 3 10 4 10
SPR_01157 0.73 0.76 0.70 16 2752 8 0 7 1 5
SRP_00001 0.89 0.90 0.88 36 6745 7 1 4 2 4
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 0.71 0.69 0.73 22 6075 12 1 7 4 10
SRP_00046 0.97 0.97 0.97 31 4721 2 0 1 1 1
SRP_00051 0.93 0.90 0.96 27 5432 3 0 1 2 3
SRP_00054 -0.01 0.00 0.00 0 5533 32 3 29 0 32
SRP_00056 0.64 0.62 0.66 23 6406 12 1 11 0 14
SRP_00057 0.83 0.83 0.83 29 6293 7 1 5 1 6
SRP_00058 0.87 0.88 0.86 30 5743 9 1 4 4 4
SRP_00067 0.96 0.97 0.95 37 5739 2 1 1 0 1
SRP_00072 0.31 0.31 0.32 9 6300 20 1 18 1 20
SRP_00074 0.39 0.41 0.36 12 6522 24 3 18 3 17
SRP_00075 0.85 0.85 0.85 29 5531 8 0 5 3 5
SRP_00077 0.23 0.24 0.23 9 6630 31 4 27 0 28
SRP_00081 0.57 0.61 0.54 19 5530 16 1 15 0 12
SRP_00084 0.87 0.88 0.86 30 5425 5 1 4 0 4
SRP_00094 0.84 0.88 0.81 21 4069 5 1 4 0 3
SRP_00095 0.85 0.88 0.81 22 3978 5 1 4 0 3
SRP_00098 0.66 0.68 0.66 25 6403 16 1 12 3 12
SRP_00105 0.78 0.79 0.77 27 5530 10 1 7 2 7
SRP_00106 0.45 0.52 0.39 13 5220 23 9 11 3 12
SRP_00107 0.12 0.16 0.10 3 3626 29 7 19 3 16
SRP_00121 0.80 0.80 0.80 20 4253 6 0 5 1 5
SRP_00128 0.75 0.78 0.72 28 6747 11 1 10 0 8
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 0.89 0.88 0.90 36 6288 5 1 3 1 5
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 0.86 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 0.80 0.80 0.80 28 6868 9 1 6 2 7
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 0.66 0.67 0.65 24 6866 15 1 12 2 12
SRP_00209 0.80 0.81 0.79 22 4628 6 0 6 0 5
SRP_00213 0.36 0.40 0.33 10 4156 20 5 15 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 0.94 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 0.95 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 0.83 0.82 0.84 27 5119 5 0 5 0 6
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.52 0.51 0.53 20 6865 18 3 15 0 19
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 0.72 0.72 0.72 21 4627 9 1 7 1 8
SRP_00268 0.93 0.93 0.93 25 4159 2 1 1 0 2
SRP_00269 0.43 0.42 0.44 14 5018 18 3 15 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 0.79 0.80 0.78 32 6745 10 1 8 1 8
SRP_00274 0.73 0.74 0.72 28 6864 11 1 10 0 10
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00295 0.96 0.97 0.95 37 6864 3 1 1 1 1
SRP_00303 0.69 0.72 0.66 23 6635 12 1 11 0 9
SRP_00310 0.87 0.87 0.87 20 2903 4 0 3 1 3
SRP_00312 0.34 0.37 0.32 10 4155 21 5 16 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 0.58 0.62 0.55 18 5323 15 4 11 0 11
SRP_00325 1.00 1.00 1.00 33 4338 0 0 0 0 0
SRP_00326 0.58 0.58 0.58 18 5019 13 3 10 0 13
SRP_00333 0.86 0.85 0.88 29 5118 4 0 4 0 5
SRP_00338 0.97 0.97 0.97 35 5424 1 0 1 0 1
SRP_00341 0.74 0.74 0.74 23 4722 8 0 8 0 8
SRP_00342 0.55 0.56 0.54 14 3979 17 1 11 5 11
SRP_00350 0.34 0.33 0.36 9 3891 16 2 14 0 18
SRP_00356 0.45 0.43 0.48 13 5023 14 4 10 0 17
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 0.87 0.89 0.86 31 5742 7 1 4 2 4
SRP_00383 0.20 0.21 0.20 5 3215 20 4 16 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.