PFRMAT SS TARGET RECJ_ECOLI/382-451 AUTHOR 3670-4530-6947 METHOD Using neural net overrep-2500-IDaa13-5-10-7-10-5-10-11-ehl2-seeded9-stride-trained.net METHOD This is a 4-layer network, with METHOD window units METHOD 5 10 METHOD 7 10 METHOD 5 10 METHOD 11 3 (1 EHL2 ) METHOD The input amino acid frequencies were determined from METHOD alignment pf02272-tuned.t2k.a2m.gz METHOD with weighted counts, using EntropyWeight(1.4 bits/column, 10) METHOD The weighting was determined by the posterior distribution METHOD after regularizing with /projects/compbio/lib/recode3.20comp. METHOD Counts were regularized to probabilities using METHOD /projects/compbio/lib/recode3.20comp METHOD Total sequence weight for alignment was 109.229 METHOD MODEL 1 H C 0.978 R C 0.831 P C 0.552 V E 0.875 I E 0.980 A E 0.988 F E 0.978 A E 0.927 - E 0.778 P E 0.591 A C 0.778 G C 0.929 D C 0.957 G C 0.925 T E 0.732 L E 0.964 K E 0.990 G E 0.995 S E 0.992 G E 0.962 R E 0.783 S E 0.502 I C 0.727 Q C 0.777 G C 0.614 L H 0.471 H H 0.571 M H 0.606 R H 0.563 - C 0.876 - C 0.899 D C 0.873 A H 0.953 L H 0.985 E H 0.992 R H 0.988 L H 0.985 D H 0.980 T H 0.971 L H 0.935 Y H 0.917 P H 0.879 G H 0.818 M H 0.642 M C 0.887 L C 0.893 K C 0.903 F C 0.840 G C 0.811 G C 0.757 H C 0.667 A H 0.554 M H 0.571 A H 0.608 A H 0.567 G H 0.591 L C 0.627 S C 0.666 L C 0.837 E C 0.906 E C 0.923 - C 0.581 D C 0.727 K C 0.680 F H 0.982 K H 0.992 L H 0.995 F H 0.991 Q H 0.988 Q H 0.971 R H 0.956 F H 0.858 - H 0.544 - C 0.968 END