sign_dict=m.build_hash([x for x in m.signal_separation(training_filename)],args.order)
######### 4 print ########
output_filename=args.outfile+'.MM'
sys.stderr.write("Printing the model in {}...\n\n".format(output_filename))
m.print_hash(sign_dict,back_dict,output_filename)
######## 5 windows #######
sys.stderr.write("Starting the testing background and foreground separation...\n\n")
sys.stderr.write("Starting the computation of the Scores...\n\n")
output_filename_fg=args.outfile+'_fg.th'
output_filename_bg=args.outfile+'_bg.th'
output_filename_all_top = args.outfile+'_all_top.th'
output_filename_all_bot = args.outfile+'_all_bot.th'
out_fg=open(output_filename_fg, "w")
out_bg=open(output_filename_bg, "w")
output_all_top=open(output_filename_all_top, "w")
output_all_bot=open(output_filename_all_bot, "w")
sys.stderr.write("Printing the background scores at {}...\n\n".format(output_filename_bg))
for i in m.windows_score([x for x in m.background_separation(testing_filename)],args.order,args.wsize, back_dict,sign_dict):
out_bg.write("{}\n".format(i))
sys.stderr.write("Printing the foreground scores at {}...\n\n".format(output_filename_fg))
for i in m.windows_score([x for x in m.signal_separation(testing_filename)],args.order,args.wsize, back_dict,sign_dict):
out_fg.write("{}\n".format(i))
#sys.stderr.write("Printing the entire scores at {}...\n\n".format(output_filename_bg))
#for i in m.windows_score([x for x in m.none_separation(testing_filename)], args.order, args.wsize, back_dict, sign_dict):
# output_all_top.write("{}\n".format(i))
sys.stderr.write("The MM for the bg is generated...\n\n")
sign_dict=m.build_hash_pseudocount([x for x in m.signal_separation(training_filename)],k)
sys.stderr.write("The MM for the bg is generated...\n\n")
else:
back_dict=m.build_hash([x for x in m.background_separation(training_filename)],k)
sign_dict=m.build_hash([x for x in m.signal_separation(training_filename)],k)
######### 4 print ########
output_filename=args.outfile+"_k_"+str(k)+"_l_"+str(l)+'.MM'
sys.stderr.write("Printing the model in {}...\n\n".format(output_filename))
m.print_hash(sign_dict,back_dict,output_filename)
######## 5 windows #######
sys.stderr.write("Starting the testing background and foreground separation...\n\n")
sys.stderr.write("Starting the computation of the Scores...\n\n")
output_filename_fg=args.outfile+"_k_"+str(k)+"_l_"+str(l)+'_fg.th'
output_filename_bg=args.outfile+"_k_"+str(k)+"_l_"+str(l)+'_bg.th'
out_fg=open(output_filename_fg, "w")
out_bg=open(output_filename_bg, "w")
sys.stderr.write("Printing the background scores at {}...\n\n".format(output_filename_bg))
for i in m.windows_score([x for x in m.background_separation(testing_filename)],k,l, back_dict,sign_dict):
out_bg.write("{}\n".format(i))
sys.stderr.write("Printing the foreground scores at {}...\n\n".format(output_filename_fg))
for i in m.windows_score([x for x in m.signal_separation(testing_filename)],k,l, back_dict,sign_dict):
out_fg.write("{}\n".format(i))
else:
pass
######## 1 TT SETS ######
