--------------------------------------------_To_select_classifier
-----------BIGBACK4_specification-----------_instead_of_interpolater
--------------------------------------------_select_output_af=10
Input_layer			1
Hidden_layer,_activation_func	2       1
Output_layer,_activation_func	1	0
--------------------------------------------
Initial_weights_from_file?(0-3)	0
Filename			_b
Seed				760
Random_weight_size		0.3
--------------------------------------------
Cheapo?(0/1/2)                  1
Get_data_from_image_files?(0/1) 0 
--------------------------------------------
--------Ordinary_data_file_specs------------
--------------------------------------------
Data_files(inputs_targets)	inran.x outran.x
Number_data			35
Train_from_1_to_this		17
Test_set_1			18	35
Test_set_2			18	35
--------------------------------------------
#Image_files_--expected:_image.sdt,_image.spr
#All_Patch_coordinates_specify_TL_corner
Input_window_size(x,y)		6	6
Rescale_input_params/-		255	0.5
0/1_output?_:_clip_at		1	127
Training_images:i,t		/ra/home/jet13/blur2	/ra/home/jet13/text3
Training_patch:_x-x,_y-y_space	10 30 10 30 3
Test1_images:i,t		/ra/home/jet13/blur2	/ra/home/jet13/text3
Test1_patch:_x-x,_y-y_space	60 80 10 30 3
Test2_images:i,t		/ra/home/jet13/blur2	/ra/home/jet13/text3
Test2_patch:_x-x,_y-y_space	110 130 110 130 3
--------------------------------------------
Automatic(0/1)			1
Printout_period			1
Append_reports_to_file		1	reports/_Rb
Append_final_lines_to_file	1	reports/_rb
Number_of_loops			9
Number_of_its_per_loop		2
WeakFT_on_how_many_final_loops?	3
Re-initialise_weights_each_loop	0
--------------------------------------------
Penalise_weights?(0/1)		1
Optimise(1)_or_Scan(2,3,..)_S_w	1
Rule_for_regclass_assignment	4
0/Optimise_S_n_after_how_many?	2
Sigma_noise			0.30
Sigma_weights[#=switch(regtype):def:1:3:(inputn+2):(in+1+out)]
5.0 5.0 5.0 --------------------------------------------
Prior_range_log_alpha,beta	5.0 	2.0
Delta_log_Sigma_w_(if_scanning)	0.3
Evaluate_eigenvalues?		1	1
Write_them_to:			0	_eigs	
Get_gamma_&_occam_from(1-4)	3	2
Get_occam2_from(1-4)		3
Enable_permutation_fiddle?	1
Approximate_psi_by_phi_number	1
--------------------------------------------
Store_weights?(0/1=also_in_backup/2=one_file_only)	2
Filename			_b
Store_hessin_2nd.diffs_(0/1/2)	2
Filenames(hessin,luhessin)	w/hessin1	w/luhessin1
hessin_analytic.ap_(0/1/2)	2
Files_(overridden_if_option_2)	w/hessin2	w/luhessin2
Store_diaghessin?(0/2)		0
Filename			hessind
--------------------------------------------
--------vm_BACKPROP_specification-----------
--------------------------------------------
Opt'er:CG(0)vm(1)CG_a(2)vm_a(3)	1
Reinitialise_hessin_each_it?	1
Fractional_tolerance		0.001
Fractional_tolerance_linmin	0.001
Mutiply_FT_each_loop_by		0.1
Smallest_fractional_tolerance	0.0000001
Smallest_f_t_linmin		0.001
Weak_fractional_tolerance	0.01
Weak_f_t_linmin			0.001
Min_square_weight		0.001
Leavening_factors_1-9		1 1 1  1 1 1  1 1 1
--------------------------------------------
Kappa(for_2nd_diffs)		0.01
--------------------------------------------
-----------generate_specification-----------
--------------------------------------------
Add_noise_to_outputs?		0
Include_inputs_in_following?	0
Write_outputs_to_file?		1	_out
Write_outputs_v_targets?	1	_ot
Write_residuals?		1	_res
Write_sensitivities?		1	_sen
Error_bars(0/1/2)		1	
(2_to_include_sigma^2_in_error_bars;_ebs_are_written_in_output_files)
If_error_bars_are_written,_then_hessin_or_luhessin_is_needed.
Hessin_file,_luhessin		hessin	luhessin
--------------------------------------------
Class_eb_style(0=p,1=a)		1
Write_moderated_i/o_pairs?	0	mio
E_bar_mag,_1sd/2var/3log,_scale	eb	2	10.0
MMIG?(0/1/2=log)_file,_scale	1	mmig	1.0
Files_for_rho_and_other		rho
Effective_num_data_to_rescale_ch_eb's_to	600	
--------------------------------------------(mean_mig_is_calc'd_on_`inputs'-test1)
Verbose				1
Print_flags	
Hid:S_w:BFS:+/-:S_n:BFS:FT::ObF:DE::WE::DX2:NGD:WXs:WX2:gs:GAMMAS::Z_n:Z_w:LogOccs:OF:
1   1   0   0   1   0   0   0   1   0   1   0   1   0   0  0 0 1 0 0   0   0 0 1 0 1  
LP:SY:NU:TE:MTX:B:TX:TL:TE:MTX:B:TX:TL:Eab:Eb:E:Eab2:Fg1:Fg2
0  1  1  1  0   1 1  0  1  0   1 1  0  1   1  1 1    1   1
--------------------------------------------
Rescale				0
-------------------------------------------- LAST_STRING
