From f46ba3b7262f5b551c81fc9396c5b7f0cac7f030 Mon Sep 17 00:00:00 2001
From: Christoph Helma <helma@in-silico.ch>
Date: Fri, 27 May 2016 19:16:16 +0200
Subject: first correlation of nanoparticle predictions

---
 lib/regression.rb | 2 --
 1 file changed, 2 deletions(-)

(limited to 'lib/regression.rb')

diff --git a/lib/regression.rb b/lib/regression.rb
index 9d305a6..6487557 100644
--- a/lib/regression.rb
+++ b/lib/regression.rb
@@ -71,7 +71,6 @@ module OpenTox
       #def self.local_physchem_regression(substance:, neighbors:, feature_id:, dataset_id:, method: 'pls')#, method_params="ncomp = 4"
       def self.local_physchem_regression substance, neighbors, method='pls' #, method_params="ncomp = 4"
 
-        #dataset = Dataset.find dataset_id
         activities = []
         weights = []
         pc_ids = neighbors.collect{|n| Substance.find(n["_id"]).physchem_descriptors.keys}.flatten.uniq
@@ -83,7 +82,6 @@ module OpenTox
           activities = neighbor["toxicities"]
           activities.each do |act|
             data_frame[0][i] = act
-            # TODO: update with cosine similarity for physchem
             weights << n["similarity"]
             neighbor.physchem_descriptors.each do |pid,values| 
               values = [values] unless values.is_a? Array
-- 
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