PFRMAT SS TARGET T0154 AUTHOR 4069-6308-1312 METHOD This file is the result of combining several RDB files, specifically METHOD T0154.t2k.dssp-ebghstl.rdb (weight 1.53986) METHOD T0154.t2k.stride-ebghtl.rdb (weight 1.24869) METHOD T0154.t2k.str.rdb (weight 1.53983) METHOD T0154.t2k.alpha.rdb (weight 0.659012) 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 T0154.t2k.dssp-ebghstl.rdb METHOD ============================================ METHOD TARGET T0154 METHOD Using neural net t2k-5740-IDaaHr-5-15-7-15-9-15-13-ebghstl-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 5 15 METHOD 7 15 METHOD 9 15 METHOD 13 7 (1 EBGHSTL ) METHOD The input amino acid frequencies were determined from METHOD alignment T0154.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(-1 bits/column, 1) METHOD Counts were regularized to probabilities using METHOD /projects/compbio/lib/recode3.20comp METHOD Total sequence weight for alignment was 44 METHOD METHOD ============================================ METHOD Comments from T0154.t2k.stride-ebghtl.rdb METHOD ============================================ METHOD TARGET T0154 METHOD Using neural net t2k-5651-IDaaHr-5-15-7-15-9-15-13-ebghtl-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 5 15 METHOD 7 15 METHOD 9 15 METHOD 13 6 (1 EBGHTL ) METHOD The input amino acid frequencies were determined from METHOD alignment T0154.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(-1 bits/column, 1) METHOD Counts were regularized to probabilities using METHOD /projects/compbio/lib/recode3.20comp METHOD Total sequence weight for alignment was 44 METHOD METHOD ============================================ METHOD Comments from T0154.t2k.str.rdb METHOD ============================================ METHOD TARGET T0154 METHOD Using neural net t2k-5651-IDaaHr-5-15-7-15-9-15-13-str-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 5 15 METHOD 7 15 METHOD 9 15 METHOD 13 13 (1 str ) METHOD The input amino acid frequencies were determined from METHOD alignment T0154.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(-1 bits/column, 1) METHOD Counts were regularized to probabilities using METHOD /projects/compbio/lib/recode3.20comp METHOD Total sequence weight for alignment was 44 METHOD METHOD ============================================ METHOD Comments from T0154.t2k.alpha.rdb METHOD ============================================ METHOD TARGET T0154 METHOD Using neural net t2k-5651-IDaaHr-5-15-7-15-9-15-13-alpha-seeded.net METHOD This is a 4-layer network, with METHOD window units METHOD 5 15 METHOD 7 15 METHOD 9 15 METHOD 13 11 (1 ABCDEFGHIST ) METHOD The input amino acid frequencies were determined from METHOD alignment T0154.t2k-thin90.a2m.gz METHOD with weighted counts, using HenikoffWeight(-1 bits/column, 1) METHOD Counts were regularized to probabilities using METHOD /projects/compbio/lib/recode3.20comp METHOD Total sequence weight for alignment was 44 METHOD METHOD ============================================ MODEL 1 M C 0.89 T C 0.75 I C 0.74 P C 0.72 A C 0.65 F C 0.67 H C 0.81 P C 0.79 G C 0.78 E C 0.70 L C 0.63 N E 0.51 V E 0.66 Y E 0.65 S C 0.45 A C 0.76 P H 0.91 G H 0.93 D H 0.95 V H 0.96 A H 0.96 D H 0.96 V H 0.95 S H 0.95 R H 0.95 A H 0.94 L H 0.94 R H 0.92 L H 0.85 T C 0.59 G C 0.95 R C 0.88 R E 0.58 V E 0.83 M E 0.85 L E 0.87 V E 0.67 P C 0.55 T C 0.62 M C 0.50 G H 0.57 A H 0.69 L H 0.75 H H 0.78 E H 0.82 G H 0.83 H H 0.94 L H 0.96 A H 0.96 L H 0.96 V H 0.96 R H 0.96 A H 0.95 A H 0.93 K H 0.85 R H 0.63 V C 0.58 P C 0.81 G C 0.89 S C 0.87 V E 0.73 V E 0.92 V E 0.93 V E 0.92 S E 0.89 I E 0.78 F E 0.70 V C 0.52 N C 0.77 P C 0.54 M C 0.47 Q C 0.42 F C 0.75 G C 0.86 A C 0.78 G C 0.74 E C 0.71 D C 0.66 L H 0.65 D H 0.54 A C 0.56 Y C 0.81 P C 0.82 R C 0.81 T C 0.84 P H 0.82 D H 0.93 D H 0.94 D H 0.94 L H 0.95 A H 0.95 Q H 0.95 L H 0.95 R H 0.94 A H 0.91 E C 0.58 G C 0.94 V C 0.88 E C 0.52 I E 0.91 A E 0.92 F E 0.90 T E 0.77 P C 0.77 T C 0.87 T H 0.75 A H 0.79 A H 0.79 M H 0.48 Y C 0.74 P C 0.79 D C 0.86 G C 0.88 L C 0.77 R C 0.50 T E 0.70 T E 0.80 V E 0.75 Q E 0.56 P C 0.70 G C 0.73 P C 0.63 L C 0.49 A H 0.49 A H 0.51 E H 0.54 L C 0.50 E C 0.68 G C 0.82 G C 0.83 P C 0.81 R C 0.83 P C 0.79 T C 0.73 H C 0.58 F C 0.49 A H 0.57 G H 0.68 V H 0.82 L H 0.85 T H 0.85 V H 0.86 V H 0.90 L H 0.91 K H 0.91 L H 0.87 L H 0.82 Q H 0.64 I H 0.49 V C 0.71 R C 0.86 P C 0.75 D C 0.68 R E 0.37 V E 0.46 F E 0.46 F C 0.55 G C 0.77 E C 0.60 K C 0.51 D H 0.75 Y H 0.88 Q H 0.93 Q H 0.94 L H 0.96 V H 0.96 L H 0.96 I H 0.96 R H 0.96 Q H 0.96 L H 0.95 V H 0.94 A H 0.89 D H 0.75 F C 0.52 N C 0.86 L C 0.86 D C 0.72 V E 0.67 A E 0.88 V E 0.89 V E 0.82 G E 0.69 V C 0.54 P C 0.52 T E 0.61 V E 0.71 R E 0.68 E C 0.59 A C 0.76 D C 0.88 G C 0.83 L C 0.60 A E 0.56 M E 0.52 S C 0.46 S C 0.52 R C 0.60 N C 0.62 R C 0.63 Y C 0.68 L C 0.88 D C 0.91 P H 0.90 A H 0.91 Q H 0.92 R H 0.94 A H 0.93 A H 0.91 A H 0.91 V H 0.93 A H 0.93 L H 0.95 S H 0.96 A H 0.96 A H 0.96 L H 0.96 T H 0.95 A H 0.95 A H 0.95 A H 0.95 H H 0.95 A H 0.95 A H 0.93 T H 0.86 A C 0.53 G C 0.84 A C 0.77 Q C 0.66 A C 0.66 A H 0.88 L H 0.93 D H 0.95 A H 0.95 A H 0.95 R H 0.95 A H 0.94 V H 0.93 L H 0.91 D H 0.78 A H 0.66 A C 0.66 P C 0.77 G C 0.86 V C 0.82 A C 0.58 V C 0.52 D E 0.64 Y E 0.88 L E 0.92 E E 0.92 L E 0.91 R E 0.77 D C 0.55 I C 0.68 G C 0.73 L C 0.68 G C 0.85 P C 0.83 M C 0.73 P C 0.74 L C 0.76 N C 0.79 G C 0.81 S C 0.74 G E 0.62 R E 0.86 L E 0.91 L E 0.91 V E 0.90 A E 0.85 A E 0.81 R E 0.70 L E 0.48 G C 0.79 T C 0.78 T C 0.50 R E 0.70 L E 0.76 L E 0.71 D E 0.57 N C 0.53 I E 0.53 A E 0.67 I E 0.58 E C 0.67 I C 0.73 G C 0.72 T C 0.58 F C 0.54 A C 0.63 G C 0.76 T C 0.78 D C 0.79 R C 0.87 P C 0.70 D C 0.59 G H 0.59 Y H 0.76 R H 0.81 A H 0.83 I H 0.81 L H 0.79 E H 0.76 S H 0.68 H H 0.54 W C 0.45 R C 0.70 N C 0.92 END