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module OpenTox
module Model
class LazarClassification < OpenTox
# Create a new prediction model from a dataset
def initialize(uri)
super(uri)
end
def self.create(params)
uri = RestClient.post File.join(@@config[:services]["opentox-model"], 'lazar_classification'), params
puts "URI: " + uri
LazarClassification.new(uri.to_s)
end
def self.find(name)
uri = RestClient.get File.join(@@config[:services]["opentox-model"], 'lazar_classification', URI.encode(params[:name]))
LazarClassification.new(uri)
end
def self.find_all
RestClient.get File.join(@@config[:services]["opentox-model"], 'lazar_classification')#.split("\n")
end
# Predict a compound
def predict(compound)
LazarPrediction.new(:uri => RestClient.post(@uri, :compound_uri => compound.uri))
end
def self.base_uri
@@config[:services]["opentox-model"]
end
end
end
module Prediction
module Classification
class Lazar < OpenTox
def initialize(params)
super(params[:uri])
end
def classification
YAML.load(RestClient.get(@uri))[:classification]
end
def confidence
YAML.load(RestClient.get(@uri))[:confidence]
end
def neighbors
RestClient.get @uri + '/neighbors'
end
def features
RestClient.get @uri + '/features'
end
end
end
end
end
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