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-rw-r--r--views/prediction.haml11
1 files changed, 8 insertions, 3 deletions
diff --git a/views/prediction.haml b/views/prediction.haml
index 191ff15..ef0c5db 100644
--- a/views/prediction.haml
+++ b/views/prediction.haml
@@ -18,17 +18,21 @@
%td{:id=>"compound", :style=>"vertical-align:top;"}
%p= @compound.svg
%p= @compound.smiles
+ - @model_types = {}
+ - @dbhit = {}
- @predictions.each_with_index do |prediction,i|
- type = @models[i].model.class.to_s.match("Classification") ? "Classification" : "Regression"
+ - @model_types[i] = type
%td{:style=>"vertical-align:top;white-space:nowrap;"}
%b{:class => "title"}
= "#{@models[i].endpoint.gsub('_', ' ')} (#{@models[i].species})"
%p
- if prediction[:confidence] == "measured"
+ - @dbhit[i] = true
%p
/ TODO fix scientific notation from database
%b Measured activity:
- = (type == "Regression") ? "#{prediction[:value].round(2)} (#{@models[i].unit})" : prediction[:value]
+ = (type == "Regression") ? "#{"%.2e" % prediction[:value]} (#{@models[i].unit})" : prediction[:value]
%p Compound is part of the training dataset
- elsif prediction[:neighbors].size > 0
%p
@@ -38,7 +42,7 @@
%br
%b Prediction:
/ TODO scientific notation
- = (type == "Regression") ? "#{'%.2e' % prediction[:value]} #{@models[i].unit}" : prediction[:value]
+ = (type == "Regression") ? "#{'%.2e' % prediction[:value]} (#{@models[i].unit})" : prediction[:value]
/ TODO update description
/ %a.btn.glyphicon.glyphicon-info-sign{:href=>"#", :title=>"Prediction", data: {toggle:"popover", placement:"left", html:"true", content:"LAZAR calculates searches the training dataset for similar compounds (neighbors) and calculates the prediction from their measured activities. LAZAR calculates predictions using <ul><li>a majority vote (weighted by compound similarity) for<br /><b>classification</b> (<a href='http://www.frontiersin.org/Journal/10.3389/fphar.2013.00038/abstract', target='_blank'>original publication</a>) </li><li>a local QSAR model based on neighbors for<br /><b>regression</b> (<a href='http://www.frontiersin.org/Journal/10.3389/fphar.2013.00038/abstract', target='_blank'</h>original publication</a>) </li></ul>Please keep in mind that predictions are based on the measured activities of neighbors."}}
%br
@@ -57,9 +61,10 @@
/ %p
%p
- else
+ - @dbhit[i] = false
%p
= "Not enough similar compounds </br>in training dataset."
/ always show the neighbors table, message is given there
- = haml :neighbors, :layout => false, :model_type => @model_type
+ = haml :neighbors, :layout => false, :model_type => @model_types, :dbhit => @dbhit