1 files changed, 88 insertions, 0 deletions
diff --git a/nch/09_eval_grid.rb b/nch/09_eval_grid.rb
new file mode 100755
index 0000000..69bc31d
--- /dev/null
+++ b/nch/09_eval_grid.rb
@@ -0,0 +1,88 @@
+#!/usr/bin/env ruby
+
+require "./config.rb"
+
+require "bundler"
+Bundler.require
+
+res = YAML.load("---
+- :min_sim: 0.0
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/54
+  :r_square: 0.45370176424121433
+  :unpredicted: '0'
+- :min_sim: 0.1
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/55
+  :r_square: 0.4595956327160562
+  :unpredicted: '0'
+- :min_sim: 0.2
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/56
+  :r_square: 0.4277448070809924
+  :unpredicted: '0'
+- :min_sim: 0.3
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/57
+  :r_square: 0.44307217405529253
+  :unpredicted: '0'
+- :min_sim: 0.4
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/58
+  :r_square: 0.4536563787494641
+  :unpredicted: '0'
+- :min_sim: 0.5
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/59
+  :r_square: 0.4461298986550688
+  :unpredicted: '0'
+- :min_sim: 0.6
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/60
+  :r_square: 0.4720263367371236
+  :unpredicted: '1'
+- :min_sim: 0.7
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/61
+  :r_square: 0.5057497593073133
+  :unpredicted: '15'
+- :min_sim: 0.8
+  :min_train: 0.0
+  :cv: http://localhost:8087/validation/crossvalidation/62
+  :r_square: 0.5505636328364947
+  :unpredicted: '65'
+")
+
+all=182
+
+min_train = [nil,0.1,0.2,0.3,0.4,0.5]
+
+s = [ "sim\\train" ]
+min_train.each do |m|
+  s << (m==nil ? 0.0 : m).to_s
+end
+out = [s]
+
+res.each do |r|
+  s = [ r[:min_sim].to_s ]
+  stats = OpenTox::Crossvalidation.find(r[:cv]).statistics
+  min_train.each do |m|
+    data = (m==nil ? stats.metadata : stats.filter(m))
+    v =  sprintf("%.3f",data[RDF::OT.regressionStatistics.to_s][RDF::OT.rSquare.to_s])
+    v << "("
+    v << sprintf("%2d",(all - (data[RDF::OT.numInstances.to_s].to_i-data[RDF::OT.numUnpredicted.to_s].to_i)))
+    v << ")"
+    s << v
+  end
+  out << s
+end
+
+
+def print_2d_array(a, cs=10)
+  report = []   
+  report << a.enum_for(:each_with_index).map { |ia, i|
+    ia.map{|e| "%#{cs}s" % e}.join(" | ") }
+  puts report.join("\n")
+end
+
+print_2d_array out