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#!/usr/bin/env ruby
require 'yaml'
rows = {:acc => "Accuracy", :tpr => "True positive rate/Sensitivity", :tnr => "True negative rate/Specificity", :ppv => "Positive predictive value/Precision", :npv => "Negative predictive value", :n => "Nr. predictions"}
data = YAML.load_file("crossvalidations/summary.yaml")[:cv]
case ARGV[0]
when "tensorflow"
header = ["MP2D-RF","MP2D-LR-sgd","MP2D-LR-scikit","MP2D-NN","MP2D-SVM","CDK-RF","CDK-LR-sgd","CDK-LR-scikit","CDK-NN","CDK-SVM"]
desc = ["mp2d","cdk"]
algos = ["rf","lr","lr2","nn","svm"]
keys = []
desc.each do |d|
algos.each do |a|
keys << "tensorflow-"+a+"-"+d
end
end
when "lazar"
header = ["MP2D", "CDK"]
mp2dkeys = ["lazar-mp2d-all","lazar-mp2d-high-confidence"]
cdkkeys = ["lazar-cdk-all","lazar-cdk-high-confidence"]
puts ","+header.join(",")
rows.each do |short,long|
print long+","
print mp2dkeys.collect{|k| data[k][short]}.join("/")+","
puts cdkkeys.collect{|k| data[k][short]}.join("/")
end
exit
end
puts ","+header.join(",")
rows.each do |short,long|
print long+","
puts keys.collect{|k| data[k][short]}.join(",")
end
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