--------------------------------------------_To_select_classifier -----------BIGBACK4_specification-----------_instead_of_interpolater --------------------------------------------_select_output_af=10 Input_layer 13 Hidden_layer,_activation_func 2 1 Output_layer,_activation_func 1 10 -------------------------------------------- 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.dat hc5.t Number_data 154 Train_from_1_to_this 154 Test_set_1 78 154 Test_set_2 78 154 -------------------------------------------- #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 0.3 Sigma_weights[#=switch(regtype):def:1\2:3\3:(inputn+2)\4:(in+1+out)] 5.0 5.0 5.0 5.0 5.0 5.0 5.0 5.0 5.0 5.0 5.0 5.0 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? 0 _res Write_sensitivities? 1 _sen Error_bars(0/1/2) 0 (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? 1 mo E_bar_mag,_1sd/2var/3log,_scale eb 2 10.0 MMIG?(0/1/2=log)_file,_scale 0 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 1 1 1 0 1 1 1 1 0 1 1 1 1 1 1 -------------------------------------------- Rescale 0 -------------------------------------------- LAST_STRING