/*************************************//*          training run 0           *//*************************************/train_or_test		trainpurpose			classifierseed			12347/* architecture parameters */ninps			128nhids			192nouts			26errfunc			mseacfunc_hids		sinusoidacfunc_outs		sinusoidpriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			2.00patterns_infile 	h46_ul.patnpats			48625wts_outfile		trn_0.wtsshort_outfile		trn_0.errnewrun/*************************************//*          testing run 0            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			2.0patterns_infile		h7_ul.patnpats			23670wts_infile		trn_0.wtsshort_outfile		tst_0.errnewrun/*************************************//*          training run 1           *//*************************************/train_or_test		train/* architecture parameters */errfunc			msepriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			1.00patterns_infile 	h46_ul.patnpats			48625wts_infile		trn_0.wtswts_outfile		trn_1.wtsshort_outfile		trn_1.errnewrun/*************************************//*          testing run 1            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			1.0patterns_infile		h7_ul.patnpats			23670wts_infile		trn_1.wtsshort_outfile		tst_1.errnewrun/*************************************//*          training run 2           *//*************************************/train_or_test		train/* architecture parameters */errfunc			msepriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			0.5patterns_infile 	h46_ul.patnpats			48625wts_infile		trn_1.wtswts_outfile		trn_2.wtsshort_outfile		trn_2.errnewrun/*************************************//*          testing run 2            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			0.5patterns_infile		h7_ul.patnpats			23670wts_infile		trn_2.wtsshort_outfile		tst_2.errnewrun/*************************************//*          training run 3           *//*************************************/train_or_test		train/* architecture parameters */errfunc			msepriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			0.2patterns_infile 	h46_ul.patnpats			48625wts_infile		trn_2.wtswts_outfile		trn_3.wtsshort_outfile		trn_3.errnewrun/*************************************//*          testing run 3            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			0.2patterns_infile		h7_ul.patnpats			23670wts_infile		trn_3.wtsshort_outfile		tst_3.errnewrun/*************************************//*          training run 4           *//*************************************/train_or_test		train/* architecture parameters */errfunc			msepriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			0.1patterns_infile 	h46_ul.patnpats			48625wts_infile		trn_3.wtswts_outfile		trn_4.wtsshort_outfile		trn_4.errnewrun/*************************************//*          testing run 4            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			0.1patterns_infile		h7_ul.patnpats			23670wts_infile		trn_4.wtsshort_outfile		tst_4.errnewrun/*************************************//*          training run 5           *//*************************************/train_or_test		train/* architecture parameters */errfunc			msepriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			0.01patterns_infile 	h46_ul.patnpats			48625wts_infile		trn_4.wtswts_outfile		trn_5.wtsshort_outfile		trn_5.errnewrun/*************************************//*          testing run 5            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			0.01patterns_infile		h7_ul.patnpats			23670wts_infile		trn_5.wtsshort_outfile		tst_5.errnewrun/*************************************//*          training run 6           *//*************************************/train_or_test		train/* architecture parameters */errfunc			msepriors			allsameboltzmann		square_prunetemperature 		1.0e-4oklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* iteration control */niter_max		50nfreq			10/* stopping conditions */egoal			0.000gwgoal			0.0errdel			0.99nokdel			1/* changing parameters across runs */regfac			0.001patterns_infile 	h46_ul.patnpats			48625wts_infile		trn_5.wtswts_outfile		trn_6.wtsshort_outfile		trn_6.errnewrun/*************************************//*          testing run 6            *//*************************************/train_or_test		test/* architecture parameters */errfunc			msepriors			allsameoklvl			0.0trgoff			0.0/* inputs and attributes */lcn_scn_infile		ul.scnpatsfile_ascii_or_binary binary/* output options */do_confuse		truedo_cvr			true/* changing parameters across runs */regfac			0.001patterns_infile		h7_ul.patnpats			23670wts_infile		trn_6.wtsshort_outfile		tst_6.err