graphics_snn.m

来自「神经网络的工具箱, 神经网络的工具箱,」· M 代码 · 共 2,139 行 · 第 1/5 页

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	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position', [20 540 510 30] , ...	'String','Remove outliers', ...	'Style','text', ...	'Tag','rm_title', ...	'Visible', 'on');handles.remove.axes = axes('Parent',h0', ...         'Units', 'pixels', ...	 'Position', [60 280 330 220], ...	 'Tag', 'rm_picture', ...	 'Visible', 'on');         xlabel('observed over expected training error');	 ylabel('observed over expected validation error');errors = remove.errors; exp_errors = remove.exp_errors; M = size(errors.validation,2);marker(1:M) = 'o';marker(find(remove.net_used)) = '+';for m = 1:M    handles.remove.point(m) = ...       line(errors.training(m)/exp_errors.training(m), ...            errors.validation(m)/exp_errors.validation(m), ...            'Marker', marker(m), ...            'ButtonDownFcn', 'guif(''rm_mark'')', ...            'UserData', m );endhandles.remove.removetext = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','bold', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[20 505 200 20], ...	'String','Mark outliers to be removed:', ...	'Style','text', ...	'Tag','rm_methodtext', ...	'Visible','on');handles.remove.recompute = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''rm_compute'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[470 280 60 25], ...	'String',{'Recompute', 'errors'}, ...	'Tag','rm_recompute', ...	'Visible', 'on');handles.remove.ok = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''rm_ok'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[470 140 60 20], ...	'String','OK', ...	'Tag','rm_ok', ...	'Visible', 'on');handles.remove.previous = uicontrol('Parent',h0, ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''rm_previous'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[410 110 30 20], ...	'String',' < ', ...	'Tag','rm_previous', ...	'Visible', 'on');handles.remove.help = uicontrol('Parent',h0, ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''rm_help'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[440 110 60 20], ...	'String','Help', ...	'Tag','rm_help', ...	'Visible', 'on');handles.remove.next = uicontrol('Parent',h0, ...        'Enable', remove.next.enable, ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''rm_next'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[500 110 30 20], ...	'String','>', ...	'Tag','rm_next', ...	'Visible', 'on');handles.remove.expframe = uicontrol('Parent',h0, ...        'Units', 'pixels', ...        'BackgroundColor',[0.7 0.7 0.7], ...        'ListboxTop',0, ...        'Position',[550 20 210 550], ...        'Style','frame', ...        'Visible', 'on', ...        'Tag','rm_expframe', ...	'Visible', 'on');text = {...        '', ...        '', ...        '', ...        '1. ', ...        '', ...        'Not every netwok in the ensemble', ...        'performs well. In this graph you', ...	'can see relative expectation and', ...	'validation errors.', ...	'You can remove networks from the', ...	'ensemble by clicking the crosses (+).', ...        '', ...        'By removing a network the expected', ...        'errors will change. To recompute these', ...        'press ''Recompute''.', ...        '', ...        '', ...        '2. ', ...        '', ...	'Press ''OK'' to continue.', ...        };handles.remove.exptext = uicontrol('Parent',h0, ...        'Units', 'pixels', ...        'Position',[560 30 190 530], ...        'Style','text', ...	'String', text, ...	'HorizontalAlignment', 'left', ...        'Tag','rm_exptext');auf(fig, 'handles.remove', handles.remove);stdout(fig);%==================================================================function remove_update(fig)handles = guf(fig, 'handles');remove = guf(fig, 'remove');set(handles.remove.next, 'Enable', remove.next.enable);%==================================================================function average_ensemble(fig)average = guf(fig, 'average');h0 = fig;handles.average.title = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.8 0.8], ...	'FontSize', 18, ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position', [20 540 510 30] , ...	'String','Average ensemble', ...	'Style','text', ...	'Tag','av_title', ...	'Visible', 'on');handles.average.methodtext = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','bold', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[20 500 170 20], ...	'String','Ensemble averaging method:', ...	'Style','text', ...	'Tag','av_methodtext', ...	'Visible','on');handles.average.methodpop = uicontrol(...	'Units', 'pixels', ...	'Callback', 'guif(''av_methodpop'')', ...	'Interruptible', 'off', ...        'Style','popup', ...	'BackgroundColor',[0.8 0.8 0.8], ...        'Position',[220 503 100 20], ...	'HorizontalAlignment','left', ...	'String', average.methodpoptext, ...	'Value', average.method);offset = 500;if (average.method == 1)    handles.average.bootntext = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','bold', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[20 467 150 20], ...	'String','Number of bootstraps:', ...	'Style','text', ...	'Tag','av_bootntext', ...	'Visible','on');    handles.average.bootnedit = uicontrol('Parent',h0, ...	'Units','pixels', ...	'Callback','guif(''av_bootnedit'')', ...	'Interruptible', 'off', ...	'BackgroundColor',[1 1 1], ...	'HorizontalAlignment','right', ...	'ListboxTop',0, ...	'Position',[150 470 40 20], ...	'Style','edit', ...        'String', num2str(average.bootn), ...	'Tag','av_bootnedit', ...	'Visible','on');      offset = 470;elseif (average.method == 4)    handles.average.crankstext = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','bold', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[20 467 150 20], ...	'String','Number of cranks:', ...	'Style','text', ...	'Tag','av_cracktext', ...	'Visible','on');    handles.average.crankedit = uicontrol('Parent',h0, ...	'Units','pixels', ...	'Callback','guif(''av_crankedit'')', ...	'Interruptible', 'off', ...	'BackgroundColor',[1 1 1], ...	'HorizontalAlignment','right', ...	'ListboxTop',0, ...	'Position',[150 470 40 20], ...	'Style','edit', ...        'String', num2str(average.cranks), ...	'Tag','av_crackedit', ...	'Visible','on');      offset = 470;endhandles.average.start = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''av_start'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[440 offset 90 20], ...	'String','Compute weights', ...	'Tag','av_start', ...	'Visible', 'on');handles.average.axes = axes('Parent',h0', ...         'Units', 'pixels', ...	 'Position', [60 300 330 120], ...	 'Tag', 'av_picture', ...	 'Visible', 'on');	 if strcmp(guf(fig, 'average.ok.enable'), 'on')	    net_used = guf(fig, 'remove.net_used');	    M = prod(size(net_used));            alfa = guf(fig, 'alfa');	    allalfa = zeros(1,M);            allalfa(guf(fig, 'average.over')) = alfa;            bar([1:M], allalfa);	    axis([0.5 M+0.5 0 1]);         else            axis('off');	 endhandles.average.ok = uicontrol('Parent',h0, ...	'Enable', average.ok.enable, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''av_ok'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[470 140 60 20], ...	'String','OK', ...	'Tag','av_ok', ...	'Visible', 'on');handles.average.previous = uicontrol('Parent',h0, ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''av_previous'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[410 110 30 20], ...	'String',' < ', ...	'Tag','av_previous', ...	'Visible', 'on');handles.average.help = uicontrol('Parent',h0, ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''av_help'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[440 110 60 20], ...	'String','Help', ...	'Tag','av_help', ...	'Visible', 'on');handles.average.next = uicontrol('Parent',h0, ...        'Enable', average.next.enable, ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''av_next'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[500 110 30 20], ...	'String','>', ...	'Tag','av_next', ...	'Visible', 'on');handles.average.expframe = uicontrol('Parent',h0, ...        'Units', 'pixels', ...        'BackgroundColor',[0.7 0.7 0.7], ...        'ListboxTop',0, ...        'Position',[550 20 210 550], ...        'Style','frame', ...        'Visible', 'on', ...        'Tag','av_expframe', ...	'Visible', 'on');text = {...        '', ...        '', ...        '', ...        '1. ', ...        '', ...	'Select the averaging method.', ...        '', ...        '', ...        '2. ', ...        '', ...        'Press ''Compute weights''.', ...        '', ...        '', ...        '3. ', ...        '', ...	'Press ''OK'' to continue.', ...        };handles.average.exptext = uicontrol('Parent',h0, ...        'Units', 'pixels', ...        'Position',[560 30 190 530], ...        'Style','text', ...	'String', text, ...	'HorizontalAlignment', 'left', ...        'Tag','av_exptext');auf(fig, 'handles.average', handles.average);stdout(fig);%==================================================================function average_update(fig)handles = guf(fig, 'handles');average = guf(fig, 'average');set(handles.average.methodpop, 'Value', average.method);if (average.method == 1)   set(handles.average.bootnedit, 'String', num2str(average.bootn));elseif (average.method == 4)   set(handles.average.crankedit, 'String', num2str(average.cranks));endif strcmp(guf(fig, 'average.ok.enable'), 'on')   net_used = guf(fig, 'remove.net_used');   M = prod(size(net_used));   alfa = guf(fig, 'alfa');   allalfa = zeros(1,M);   allalfa(guf(fig, 'average.over')) = alfa;   bar([1:M], allalfa);   axis([0.5 M+0.5 0 1]);else   cla('reset');    axis('off');endset(handles.average.ok, 'Enable', average.ok.enable);set(handles.average.next, 'Enable', average.next.enable);%==================================================================function compute_intervals(fig)intervals = guf(fig, 'intervals');h0 = fig;handles.intervals.title = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.8 0.8], ...	'FontSize', 18, ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position', [20 540 510 30] , ...	'String','Estimate error intervals', ...	'Style','text', ...	'Tag','int_title', ...	'Visible', 'on');handles.intervals.averagetext = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','bold', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[20 497 220 20], ...	'String','Summarize networks ...', ...	'Style','text', ...	'Tag','int_eleveltext', ...	'Visible','on');handles.intervals.average = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''int_average'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[410 500 120 20], ...	'String','Summarize', ...	'Tag','int_average', ...	'Visible', 'on');handles.intervals.eleveltext = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.8 0.8 0.8], ...	'FontWeight','bold', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[20 197 80 20], ...	'String','Error level:', ...	'Style','text', ...	'Tag','int_eleveltext', ...	'Visible', intervals.eleveltext.visible);handles.intervals.eleveledit = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[1 1 1], ...	'Callback','guif(''int_eleveledit'')', ...	'Interruptible', 'off', ...	'HorizontalAlignment','left', ...	'ListboxTop',0, ...	'Position',[100 200 40 20], ...	'Style','edit', ...        'String', num2str(intervals.elevel), ...	'Tag', 'int_eleveledit', ...	'Visible', intervals.eleveledit.visible);handles.intervals.compute = uicontrol('Parent',h0, ...	'Units','pixels', ...	'BackgroundColor',[0.7 0.7 0.7], ...	'Callback','guif(''int_compute'')', ...	'Interruptible', 'off', ...	'ListboxTop',0, ...	'Position',[410 200 120 20], ...	'String','Estimate errors', ...	'Tag','int_compute', ...	'Visible', intervals.compute.visible);handles.intervals.axes = axes('Parent',h0', ...         'Units',
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graphics_snn.m - 源码说明

本页面展示了「神经网络的工具箱, 神经网络的工具箱,」中的 graphics_snn.m 源码文件，采用 M 编程语言编写，共 2,139 行代码。您可以在线阅读完整代码内容，也可以返回资源详情页下载完整源码包进行本地学习和开发。

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