PFRMAT SS TARGET T0421 AUTHOR 4008-1775-0004 METHOD This file is the result of combining several RDB files, specifically METHOD T0421.t06.str2.rdb (weight 1.54425) METHOD T0421.t06.str4.rdb (weight 0.924988) METHOD T0421.t06.pb.rdb (weight 0.789901) METHOD T0421.t06.bys.rdb (weight 0.748322) METHOD T0421.t06.alpha.rdb (weight 0.678173) METHOD T0421.t04.str2.rdb (weight 1.54425) METHOD T0421.t04.str4.rdb (weight 0.924988) METHOD T0421.t04.pb.rdb (weight 0.789901) METHOD T0421.t04.bys.rdb (weight 0.748322) METHOD T0421.t04.alpha.rdb (weight 0.678173) METHOD T0421.t2k.str2.rdb (weight 1.54425) METHOD T0421.t2k.str4.rdb (weight 0.924988) METHOD T0421.t2k.pb.rdb (weight 0.789901) METHOD T0421.t2k.bys.rdb (weight 0.748322) METHOD T0421.t2k.alpha.rdb (weight 0.678173) METHOD These files were combined by translating their predictions into EHL METHOD predictions with tables generated by compare-real, and then combining METHOD those predictions with weights proportional to their mutual information METHOD with the EHL alphabet. The comments from the individual files follow. METHOD METHOD Comments from T0421.t06.str2.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t06-IDGaaH13-3-13-7-13-9-13-11-str2-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 13 (1 str2 ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t06-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 905 METHOD METHOD ============================================ METHOD Comments from T0421.t06.str4.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t06-IDGaaH13-3-13-7-13-9-13-11-str4-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 21 (1 str4 ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t06-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 905 METHOD METHOD ============================================ METHOD Comments from T0421.t06.pb.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t06-IDGaaH13-3-13-7-13-9-13-11-pb-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 16 (1 pb ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t06-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 905 METHOD METHOD ============================================ METHOD Comments from T0421.t06.bys.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t06-IDGaaH13-3-13-7-13-9-13-11-bys-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 11 (1 Bystroff ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t06-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 905 METHOD METHOD ============================================ METHOD Comments from T0421.t06.alpha.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t06-IDGaaH13-3-13-7-13-9-13-11-alpha-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 11 (1 ABCDEFGHIST ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t06-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 905 METHOD METHOD ============================================ METHOD Comments from T0421.t04.str2.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t04-IDGaaH13-3-13-7-13-9-13-11-str2-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 13 (1 str2 ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t04-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 1166 METHOD METHOD ============================================ METHOD Comments from T0421.t04.str4.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t04-IDGaaH13-3-13-7-13-9-13-11-str4-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 21 (1 str4 ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t04-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 1166 METHOD METHOD ============================================ METHOD Comments from T0421.t04.pb.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t04-IDGaaH13-3-13-7-13-9-13-11-pb-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 16 (1 pb ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t04-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 1166 METHOD METHOD ============================================ METHOD Comments from T0421.t04.bys.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t04-IDGaaH13-3-13-7-13-9-13-11-bys-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 11 (1 Bystroff ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t04-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 1166 METHOD METHOD ============================================ METHOD Comments from T0421.t04.alpha.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t04-IDGaaH13-3-13-7-13-9-13-11-alpha-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 11 (1 ABCDEFGHIST ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t04-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 1166 METHOD METHOD ============================================ METHOD Comments from T0421.t2k.str2.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t2k-IDGaaH13-3-13-7-13-9-13-11-str2-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 13 (1 str2 ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 45.5732 METHOD METHOD ============================================ METHOD Comments from T0421.t2k.str4.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t2k-IDGaaH13-3-13-7-13-9-13-11-str4-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 21 (1 str4 ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 45.5732 METHOD METHOD ============================================ METHOD Comments from T0421.t2k.pb.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t2k-IDGaaH13-3-13-7-13-9-13-11-pb-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 16 (1 pb ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 45.5732 METHOD METHOD ============================================ METHOD Comments from T0421.t2k.bys.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t2k-IDGaaH13-3-13-7-13-9-13-11-bys-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 11 (1 Bystroff ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 45.5732 METHOD METHOD ============================================ METHOD Comments from T0421.t2k.alpha.rdb METHOD ============================================ METHOD TARGET T0421 METHOD Using neural net dunbrack-40pc-3157-t2k-IDGaaH13-3-13-7-13-9-13-11-alpha-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 3 13 METHOD 7 13 METHOD 9 13 METHOD 11 11 (1 ABCDEFGHIST ) METHOD The input amino acid frequencies were determined from METHOD alignment T0421.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(1.3 bits/column, 1) 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 45.5732 METHOD METHOD ============================================ MODEL 1 M C 0.41 A C 0.44 L C 0.46 D C 0.56 E C 0.60 A C 0.67 P C 0.56 A H 0.53 E H 0.43 A C 0.56 R C 0.74 P C 0.69 G C 0.79 S C 0.63 R C 0.48 A E 0.38 V E 0.55 E E 0.63 L E 0.66 E E 0.61 I E 0.52 D C 0.65 G C 0.74 R C 0.62 S C 0.53 R C 0.48 I C 0.46 F C 0.52 D C 0.62 I C 0.56 D C 0.67 D C 0.69 P C 0.56 D C 0.64 L C 0.69 P C 0.63 K C 0.54 W C 0.50 I C 0.49 D C 0.51 E H 0.63 E H 0.66 A H 0.60 F H 0.46 R C 0.53 S C 0.62 D C 0.61 D C 0.70 Y C 0.71 P C 0.65 Y C 0.49 K C 0.46 K C 0.43 K C 0.54 L C 0.59 D C 0.74 R H 0.74 E H 0.87 E H 0.91 Y H 0.92 E H 0.92 E H 0.92 T H 0.92 L H 0.91 T H 0.92 K H 0.91 L H 0.91 Q H 0.92 I H 0.92 E H 0.92 L H 0.91 V H 0.92 K H 0.92 V H 0.91 Q H 0.92 F H 0.92 W H 0.92 M H 0.91 Q H 0.87 A H 0.76 T C 0.76 G C 0.89 K C 0.74 R E 0.54 V E 0.81 M E 0.82 A E 0.81 V E 0.81 F E 0.77 E E 0.59 G C 0.56 R C 0.48 D C 0.48 A C 0.46 A C 0.59 G C 0.72 K C 0.67 G C 0.72 G C 0.54 A H 0.52 I H 0.70 H H 0.76 A H 0.78 T H 0.75 T H 0.67 A H 0.59 N C 0.59 M C 0.65 N C 0.74 P C 0.54 R C 0.58 S C 0.50 A E 0.57 R E 0.70 V E 0.73 V E 0.69 A E 0.56 L C 0.56 T C 0.66 K C 0.71 P C 0.74 T C 0.74 E H 0.60 T H 0.68 E H 0.64 R H 0.54 G C 0.49 Q H 0.59 W H 0.74 Y H 0.80 F H 0.86 Q H 0.88 R H 0.87 Y H 0.83 V H 0.77 A H 0.63 T C 0.49 F C 0.64 P C 0.70 T C 0.60 A C 0.69 G C 0.73 E E 0.52 F E 0.75 V E 0.79 L E 0.79 F E 0.70 D C 0.49 R C 0.49 S C 0.46 W H 0.47 Y H 0.48 N H 0.44 R C 0.47 A C 0.59 G C 0.62 V E 0.48 E E 0.57 P E 0.61 V E 0.52 M C 0.52 G C 0.64 F C 0.63 C C 0.69 T C 0.82 P H 0.73 D H 0.86 Q H 0.91 Y H 0.91 E H 0.92 Q H 0.92 F H 0.91 L H 0.89 K H 0.82 E H 0.63 A H 0.56 P H 0.80 R H 0.87 F H 0.90 E H 0.92 E H 0.92 M H 0.91 I H 0.86 A H 0.75 N H 0.60 E C 0.76 G C 0.85 I C 0.60 H E 0.67 L E 0.76 F E 0.76 K E 0.76 F E 0.77 W E 0.72 I E 0.66 N E 0.47 I C 0.57 G C 0.79 R H 0.73 E H 0.85 M H 0.92 Q H 0.92 L H 0.92 K H 0.92 R H 0.90 F H 0.88 H H 0.88 D H 0.81 R H 0.70 R H 0.60 H C 0.56 D C 0.70 P C 0.52 L C 0.47 K H 0.43 I C 0.42 W E 0.48 K E 0.48 L C 0.58 S C 0.80 P H 0.58 M H 0.68 D H 0.70 I H 0.86 A H 0.88 A H 0.88 L H 0.86 S H 0.82 K H 0.72 W H 0.76 D H 0.84 D H 0.84 Y H 0.83 T H 0.85 G H 0.86 K H 0.89 R H 0.91 D H 0.92 R H 0.91 M H 0.89 L H 0.87 K H 0.79 E H 0.55 T C 0.58 H C 0.68 T C 0.66 E C 0.56 H C 0.69 G C 0.71 P C 0.64 W E 0.54 A E 0.74 V E 0.75 I E 0.69 R E 0.55 G C 0.57 N C 0.65 D C 0.64 K H 0.56 R H 0.66 R H 0.69 S H 0.78 R H 0.83 I H 0.87 N H 0.90 V H 0.91 I H 0.92 R H 0.92 H H 0.92 M H 0.92 L H 0.90 T H 0.88 K H 0.75 L H 0.61 D H 0.54 Y H 0.55 D C 0.66 G C 0.80 K C 0.71 D C 0.69 E C 0.50 A C 0.46 A C 0.46 I C 0.54 G C 0.63 E C 0.58 V C 0.57 D C 0.61 E H 0.63 K H 0.64 I H 0.52 L C 0.50 G C 0.65 S C 0.69 G C 0.74 P C 0.58 G C 0.60 F C 0.47 L C 0.45 R C 0.57 END