ClassName = DirichletReg Name = fournier-fssp.20comp Comment = Trained on fssp-3-5-98-select-0.8-3 dataset Comment = by Dave Fournier Comment = using AD Model Builder starting with recode3.20comp Alphabet = ExtAA Order = A C D E F G H I K L M N P Q R S T V W Y AlphaChar= 20 NumDistr= 20 Number= 0 Mixture= 0.140517 Alpha= 98.2175 10.4588 0.72513 4.40049 7.02771 3.12456 3.98236 2.08558 6.05038 7.94113 10.3165 3.00475 3.44851 2.37419 4.66561 8.11061 4.26527 4.64611 6.59927 1.33937 3.65116 Comment= R K M Q E A L I >< Y H W V T N D F S P G , C Number= 1 Mixture= 0.115195 Alpha= 80.7285 9.26045 1.8245 1.35895 1.09346 5.42919 2.93239 1.38362 9.57079 1.22713 14.5432 3.34659 1.49788 1.37321 1.62131 1.48167 2.81033 3.86616 11.1198 1.27539 3.71247 Comment= I L , V M F C A Y W >< T H S Q , G N P R D K , E Number= 2 Mixture= 0.114544 Alpha= 141.564 14.5819 0.474827 14.2958 20 1.65993 6.08326 3.10678 2.00048 16.1776 5.15993 1.43954 7.81094 3.91576 11.2256 9.90816 9.81588 6.90621 3.66441 0.805209 2.53158 Comment= E Q K , D R N A S >< H T P G , Y M L W V F , I C Number= 3 Mixture= 0.112438 Alpha= 55.0117 3.99753 0.805655 3.51476 2.9969 3.18831 4.56246 2.22227 2.23817 1.58356 3.59806 1.26074 3.66096 2.25607 1.8581 1.76553 4.24657 3.42664 3.03286 1.54441 3.25213 Comment= W H Y N F S D T G M P >< C E Q A V L R I K Number= 4 Mixture= 0.074282 Alpha= 54.9951 3.87132 0.455552 5.58786 2.62551 0.876727 8.83292 1.36319 0.94077 3.25729 1.66252 0.615803 5.88308 3.29887 1.82515 2.36146 5.69815 3.05092 1.36847 0.338796 1.08067 Comment= N G , D S P H K >< T R Q E A C Y , M W F L V I Number= 5 Mixture= 0.060555 Alpha= 7.81105 0.391895 0.068138 0.292739 0.517566 0.109473 0.27979 0.337579 0.16343 1.3854 0.342296 0.106149 0.434616 0.182909 0.621892 1.08324 0.444779 0.489655 0.335105 0.063604 0.160792 Comment= K R Q , H N E T >< S D M C A P V Y W , L G I F Number= 6 Mixture= 0.052077 Alpha= 36.6073 1.84604 0.637505 0.1955 0.23036 1.93364 0.480167 0.269657 8.51115 0.324205 5.08249 0.988894 0.219513 0.481176 0.244745 0.308559 0.576987 1.13537 12.0723 0.252065 0.816911 Comment= V , I , L F M C >< Y A T , W P H S , R Q G K N , E D Number= 7 Mixture= 0.050177 Alpha= 15.7456 0.918468 0.111314 0.664556 0.796303 0.26251 0.443961 0.255351 0.53538 0.791875 0.536008 0.143362 0.789265 0.506775 0.601185 0.46875 2.67818 3.92583 0.919559 0.080078 0.316897 Comment= T , S , N Q >< K E P V D H A R I Y , C M F L G W Number= 8 Mixture= 0.046003 Alpha= 0.502183 0.037176 0.004589 0.049353 0.024629 0.01939 0.062403 0.028874 0.012165 0.01654 0.023272 0.005352 0.035952 0.042468 0.013874 0.029433 0.034963 0.021524 0.018549 0.005688 0.015989 Comment= H P , D N G R S >< F A E Y T W Q C K L , V M I Number= 9 Mixture= 0.041352 Alpha= 39.6701 2.88082 0.261792 1.35812 1.67267 0.96471 1.8923 0.575694 1.37589 2.45339 2.36247 0.379373 1.20331 12.091 1.23726 1.64037 2.05534 1.92604 2.10318 0.305243 0.931151 Comment= P ,, K >< R S T A Q E V N L G H Y D I F W , C M Number= 10 Mixture= 0.040299 Alpha= 7.52542 0.29885 0.067919 0.020975 0.03273 0.518475 0.069743 0.026688 1.21774 0.07328 3.22751 0.554227 0.040607 0.055001 0.057738 0.048242 0.074772 0.112126 0.800471 0.078904 0.149421 Comment= L , M I , F V >< W C Y , A T , Q P K S H R , N G E , D Number= 11 Mixture= 0.030858 Alpha= 13.3342 4.78614 0.408917 0.150925 0.159926 0.327296 1.32996 0.129012 0.590272 0.184329 0.817512 0.283758 0.108675 0.163057 0.174567 0.158333 1.1095 0.697967 1.44379 0.07284 0.237455 Comment= A , C , V S G >< M T I L F , Y H W Q P R K , E D N Number= 12 Mixture= 0.030686 Alpha= 33.6386 1.99732 0.213597 1.04194 0.863977 0.310487 20 0.347481 0.308584 0.95639 0.68709 0.167513 1.21321 0.762526 0.594039 0.713623 1.4765 0.872225 0.507615 0.12346 0.481072 Comment= G ,,>< N S A P D K , Q R T H E C Y , W L M F V I Number= 13 Mixture= 0.01984 Alpha= 42.7073 1.64991 0.124361 19.8241 2.4364 0.56394 1.79591 0.636164 0.931701 1.52069 1.12865 0.293368 3.15492 0.916851 1.00292 0.989088 2.1433 1.66441 1.38343 0.038248 0.508925 Comment= D ,,, N >< E S T H K Q G P R , A V I Y F M L , C ,, W Number= 14 Mixture= 0.018634 Alpha= 84.7166 7.42281 1.09494 1.07173 1.62655 4.81888 20 1.91258 8.00651 0.932153 5.59562 3.22982 1.56843 2.43488 1.59042 2.26925 3.67457 4.92258 6.90885 1.49839 4.13768 Comment= G , M I F Y W V T A >< H C L S P R , Q N E , D K Number= 15 Mixture= 0.014877 Alpha= 22.3752 0.551402 0.113985 0.244005 0.347369 3.06587 0.369948 0.608874 0.605112 0.443695 1.34068 0.321107 0.287017 0.209922 0.38733 0.5091 0.555444 0.456567 0.902248 0.729332 10.3262 Comment= Y ,, F W , H >< L M V , R Q I S T K C N A E , P G D Number= 16 Mixture= 0.014499 Alpha= 21.5968 0.700509 0.265504 0.135062 0.254188 9.70809 0.331463 0.243174 0.973616 0.224584 2.08701 0.479882 0.162625 0.201354 0.237842 0.103234 0.315223 0.490731 1.08383 1.20948 2.38942 Comment= F ,, W Y , L >< M C I V , H T A Q , S P E G K N , D R Number= 17 Mixture= 0.014122 Alpha= 22.3433 1.05247 0.013257 2.58952 10.3301 0.248488 0.768385 0.183722 0.236386 0.828747 0.430661 0.289708 0.348176 0.452726 1.65033 0.480236 0.819036 0.725699 0.628928 0.06248 0.204193 Comment= E , D , Q >< K S M T A , P R G V N H F , Y L W I ,, C Number= 18 Mixture= 0.004529 Alpha= 24.0301 0.505779 0.205807 0.162424 0.387139 0.938337 0.236881 0.179639 0.712127 0.346257 1.85694 0.414292 0.15944 0.222342 0.135375 0.442392 0.352367 0.308423 0.780573 14.9477 0.735822 Comment= W ,,,,,>< F L Y M C I , V R H E K , S A P T N Q G , D Number= 19 Mixture= 0.004517 Alpha= 22.6503 0.212933 20 0.105696 0.101505 0.321605 0.130212 0.04526 0.238575 0.021623 0.307913 0.045041 0.055636 0.007006 0.055365 0.022936 0.18111 0.123619 0.45683 0.121895 0.095508 Comment= C ,,,,,><, W F V , I L S , Y A T M H D E G Q , N , R K ,, P EndClassName = DirichletReg