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%div.well
%a.btn.btn-warning{:href => to('/predict')}
%span.glyphicon.glyphicon-menu-left{:aria=>{:hidden=>"true"}}
New Prediction
%a.btn.btn-success{:id => "downbutton", :href=>"#{to("/predict/#{@tmppath}/#{@filename}")}", :title=>"download"}
%span.glyphicon.glyphicon-download-alt
Download CSV
/ show file name
%topline
%div.row
%div.col-md-4
%h3 Batch Prediction Results:
%div.col-md-8
%h3= @filename
/ displays all prediction result in one table
%div.table-responsive
%table.table.table-bordered{:id=>"batch", :style=>"background-color:white;"}
%tbody
- if @warnings
- @warnings.each do |warning|
%tr
%td
%b Warning
%td
= warning.sub(/\b(tmp\/)\b/,"")
- @view.each do |compound, array|
%tr
%td{:style=>"vertical-align:top;"}
%p= compound.svg
%p= compound.smiles
- array.each do |model,prediction|
%td{:style=>"vertical-align:top;white-space:nowrap;"}
- model.model.class.to_s.match("Classification") ? type = "Classification" : type = "Regression"
- unit = model.unit
%b{:class => "title"}
= "#{model.endpoint.gsub('_', ' ')} (#{model.species})"
/ check for prediction
- if prediction[:value]
%p
/ show model type (classification|regression)
%b Type:
= type
%p
/ check for database hit
- if prediction[:info] =~ /\b(identical)\b/i
/ show message about dbhit and measurements
%p
%b Compound is part of the training dataset
%p
%b Measured activity:
%br
- if prediction[:measurements].is_a?(Array)
= (type == "Regression") ? prediction[:measurements].collect{|value| "#{value.delog10.signif(3)} (#{unit})</br>#{compound.mmol_to_mg(value.delog10).signif(3)} #{unit =~ /mmol\/L/ ? "(mg/L)" : "(mg/kg_bw/day)"}"}.join("</br>") : prediction[:measurements].join(", ")
- else
= (type == "Regression") ? "#{prediction[:measurements].delog10.signif(3)} (#{unit})</br>#{compound.mmol_to_mg(prediction[:measurements].delog10).signif(3)} #{(unit =~ /\b(mmol\/L)\b/) ? "(mg/L)" : "(mg/kg_bw/day)"}" : prediction[:measurements]
/ show prediction
%p
%b Prediction:
%br
= (type == "Regression") ? "#{prediction[:value].delog10.signif(3)} (#{unit})</br>#{compound.mmol_to_mg(prediction[:value].delog10).signif(3)} #{(unit =~ /\b(mmol\/L)\b/) ? "(mg/L)" : "(mg/kg_bw/day)"}" : prediction[:value]
/ show prediction interval or probability
%p
- if type == "Regression"
%b 95% Prediction interval:
- interval = (prediction[:prediction_interval].nil? ? nil : prediction[:prediction_interval])
%br
= interval.nil? ? "" : "#{interval[1].delog10.signif(3)} - #{interval[0].delog10.signif(3)} (#{unit})"
%br
= "#{compound.mmol_to_mg(interval[1].delog10).signif(3)} - #{compound.mmol_to_mg(interval[0].delog10).signif(3)} #{(unit =~ /\b(mmol\/L)\b/) ? "(mg/L)" : "(mg/kg_bw/day)"}" if !prediction[:prediction_interval].nil?
- else
%b Probability:
- unless prediction[:probabilities].nil?
- probabilities = ""
- prediction[:probabilities].each{|k,v| probabilities += "#{k}: #{v.signif(3)}<br>"}
%br
= probabilities
/ show warnings
%p
- if !prediction[:info].blank?
%b Info:
%br
%p=prediction[:info].sub(/\'.*\'/,"").sub(/,/, ",<br>")
- if !prediction[:warnings].blank?
%b Warnings:
- prediction[:warnings].uniq.each do |warning|
%br
%p=warning.sub(/substances/, "substances<br>").sub(/prediction\:/, "prediction\:<br>")
/ no prediction
- else
%br
- if !prediction[:info].blank?
%b Info:
%br
%p=prediction[:info].sub(/\'.*\'/,"").sub(/,/, ",<br>")
- if !prediction[:warnings].blank?
%b Warnings:
- prediction[:warnings].uniq.each do |warning|
%br
%p=warning.sub(/substances/, "substances<br>").sub(/prediction\:/, "prediction\:<br>")
%tr
|