diff options
Diffstat (limited to 'nch/09_eval_grid.rb')
-rwxr-xr-x | nch/09_eval_grid.rb | 73 |
1 files changed, 23 insertions, 50 deletions
diff --git a/nch/09_eval_grid.rb b/nch/09_eval_grid.rb index 69bc31d..41db55f 100755 --- a/nch/09_eval_grid.rb +++ b/nch/09_eval_grid.rb @@ -6,68 +6,41 @@ require "bundler" Bundler.require res = YAML.load("--- -- :min_sim: 0.0 +- :min_sim: 0.65 :min_train: 0.0 - :cv: http://localhost:8087/validation/crossvalidation/54 - :r_square: 0.45370176424121433 - :unpredicted: '0' -- :min_sim: 0.1 + :cv: http://localhost:8087/validation/crossvalidation/73 + :r_square: 0.28572954365573644 + :unpredicted: '3' + :features: all-pc-features +- :min_sim: 0.65 :min_train: 0.0 - :cv: http://localhost:8087/validation/crossvalidation/55 - :r_square: 0.4595956327160562 - :unpredicted: '0' -- :min_sim: 0.2 + :cv: http://localhost:8087/validation/crossvalidation/74 + :r_square: 0.20115321576362188 + :unpredicted: '3' + :features: new-pc-features +- :min_sim: 0.65 :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 + :cv: http://localhost:8087/validation/crossvalidation/76 + :r_square: 0.013357820165398548 + :unpredicted: '5' + :features: ob-pc-features") -min_train = [nil,0.1,0.2,0.3,0.4,0.5] +min_train = [nil,0.1,0.2] #,0.3,0.4,0.5] -s = [ "sim\\train" ] +all = nil +s = [ "feat\\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 ] +# s = [ r[:min_sim].to_s ] + s = [ r[:features].to_s ] stats = OpenTox::Crossvalidation.find(r[:cv]).statistics + all = stats.metadata[RDF::OT.numInstances.to_s].to_i unless all min_train.each do |m| - data = (m==nil ? stats.metadata : stats.filter(m)) + data = (m==nil ? stats.metadata : stats.filter_metadata(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))) @@ -78,7 +51,7 @@ res.each do |r| end -def print_2d_array(a, cs=10) +def print_2d_array(a, cs=15) report = [] report << a.enum_for(:each_with_index).map { |ia, i| ia.map{|e| "%#{cs}s" % e}.join(" | ") } |