diff options
Diffstat (limited to 'report/report_content.rb')
| -rwxr-xr-x | report/report_content.rb | 85 |
1 files changed, 84 insertions, 1 deletions
diff --git a/report/report_content.rb b/report/report_content.rb index 3d92b52..80473c5 100755 --- a/report/report_content.rb +++ b/report/report_content.rb @@ -61,7 +61,6 @@ class Reports::ReportContent test_matrix[:num_results].to_s, table, true, true) end end - Reports::ReportStatisticalTest.quit_r end def add_predictions( validation_set, @@ -183,6 +182,39 @@ class Reports::ReportContent align_last_two_images section_title+" in logarithmic and linear scale (values <= 0 are omitted in logarithmic scale)" end + def add_train_test_plot( validation_set, + only_prediction_feature, + waiting_task, + section_title="Training Test Distribution Plot", + section_text=nil, + image_title=nil) + + section_plot = @current_section + prediction_set = validation_set.collect{ |v| v.get_predictions } + @xml_report.add_paragraph(section_plot, section_text) if section_text + + begin + plot_png = add_tmp_file("train_test_plot_#{only_prediction_feature}", "png") + plot_svg = add_tmp_file("train_test_plot_#{only_prediction_feature}", "svg") + omit_count = Reports::PlotFactory.create_train_test_plot( [plot_png[:path], plot_svg[:path]], + prediction_set, only_prediction_feature, waiting_task ) + unless image_title + if only_prediction_feature + image_title = "Prediction Feature: #{validation_set.validations.first.prediction_feature}" + else + image_title = "Features Excluding Prediction Feature" + end + end + @xml_report.add_imagefigure(section_plot, image_title, plot_png[:name], "PNG", 100, plot_svg[:name]) + rescue Exception => ex + LOGGER.error("Could not create train test plot: "+ex.message) + rm_tmp_file(plot_png[:name]) if plot_png + rm_tmp_file(plot_svg[:name]) if plot_svg + @xml_report.add_paragraph(section_plot, "could not create train test plot: "+ex.message) + end + + end + def add_roc_plot( validation_set, accept_value, split_set_attribute=nil, @@ -317,6 +349,57 @@ class Reports::ReportContent @xml_report.add_imagefigure(section_bar, image_title, plot_png[:name], "PNG", 100, plot_svg[:name]) end + def add_box_plot(validation_set, + title_attribute, + value_attributes, + section_title="Boxplots", + section_text=nil) + + section_box = @xml_report.add_section(@current_section, section_title) + @xml_report.add_paragraph(section_box, section_text) if section_text + + plot_png = nil; plot_svg = nil + begin + plot_input = [] + value_attributes.each do |a| + accept = validation_set.get_accept_values_for_attr(a) + if accept and accept.size>0 + accept.each do |c| + title = a.to_s.gsub("_","-") + ( (accept.size==1 || c==nil) ? "" : "("+c.to_s+")" ) + plot_input << [a,c,title] + end + else + plot_input << [a,nil,a.to_s.gsub("_","-")] + end + end + + i = 0 + figs = [] + plot_input.each do |attrib,class_value,image_title| + plot_png = add_tmp_file("box_plot#{i}", "png") + plot_svg = add_tmp_file("box_plot#{i}", "svg") + Reports::PlotFactory.create_box_plot([plot_png[:path], plot_svg[:path]], + validation_set, title_attribute, attrib, class_value ) + figs << @xml_report.imagefigure(image_title, plot_png[:name], + "PNG", 50, plot_svg[:name]) + plot_png = nil; plot_svg = nil + i += 1 + end + + i = 1 + figs.each_slice(4) do |f| + @xml_report.add_imagefigures_in_row(section_box,f,"Boxplots #{i}") + i+=1 + end + rescue Exception => ex + msg = "WARNING could not create box plot: "+ex.message + LOGGER.error(msg) + rm_tmp_file(plot_png[:name]) if plot_png + rm_tmp_file(plot_svg[:name]) if plot_svg + @xml_report.add_paragraph(section_box, msg) + end + end + private def add_tmp_file(name, extension) tmp_file_name = name.to_s+@tmp_file_count.to_s+"."+extension.to_s |