function runBN_initial(pre) sfile=strcat(pre,'structure_input.txt'); dfile=strcat(pre,'continuous_input.txt'); nnodefile=strcat(pre,'nnode.txt'); fnnode = fopen(nnodefile,'r'); nnodes = fscanf(fnnode,'%d'); mapfilename=strcat(pre,'mapdata.txt'); mapvalfilename=strcat(pre,'map.txt'); mapfile = fopen(mapfilename,'w'); mapval = fopen(mapvalfilename,'w'); %nnodes=5; Std_flag=true; [labels,cases,bnet,node_sizes,data,labelsold]=readInput(dfile,sfile,nnodes,Std_flag); s = std(data,0,1); m=mean(data); for i=1:nnodes fprintf(mapval,'%s\t%d\t%f\t%f\n',labelsold{i},node_sizes(i),s(i),m(i)); end % for j=1:nnodes % [next,buffer] = strtok(buffer); % name{j}=next; % for i=1:nnodes % if strcmp(name{j},labels{i}) % map{j}=i; % fprintf(mapfile,'%d\t',i); % end % end % end %name %labels %map fprintf(mapfile,'%s',labels{1}); for i=2:nnodes fprintf(mapfile,'\t%s',labels{i}); end fprintf(mapfile,'\n'); [bnet]=parameterLearning(bnet,cases); %[predict_mean,predict_sd,q_sq]=looCrossValid(bnet,cases); %engine=jtree_inf_engine(bnet); %evidence=cell(1,nnodes); %varfile='var.txt'; %fvar = fopen(varfile,'r'); %select_var = fscanf(fvar,'%d'); %select_var=map{select_var}; %varfiled='vardata.txt'; %fvard = fopen(varfiled,'r'); %select_var_data = fscanf(fvard,'%f'); %evidence{select_var}=select_var_data; %[engine,loglik]=enter_evidence(engine,evidence); %outdata='prediction.txt'; %fout = fopen(outdata,'w'); %for ii = 1:nnodes % i=map{ii}; % data=marginal_nodes(engine,i); % fprintf(fout,'%d\t%d\t%f\t%f\t%f\n',ii,data.domain,data.T,data.mu,data.Sigma); %fprintf(1,'%d\n',i); % end filename=strcat(pre,'net_figure.txt'); drawFigure(nnodes,bnet,labels,filename,cases); %quit force; %marginal_nodes(engine,2) %marginal_nodes(engine,3) %marginal_nodes(engine,4) %marginal_nodes(engine,5) %evidence{1}=2; %[engine,loglik]=enter_evidence(engine,evidence) %marginal_nodes(engine,1) %marginal_nodes(engine,2) %marginal_nodes(engine,3) %marginal_nodes(engine,4) %marginal_nodes(engine,5) %evidence{2}=0.6; %evidence{1}=[]; %[engine,loglik]=enter_evidence(engine,evidence); %marginal_nodes(engine,3); %marginal_nodes(engine,4); %marginal_nodes(engine,5); fclose(mapval); fclose(mapfile); end