Class: OpenTox::Model::LazarClassification

Inherits:
Lazar show all
Defined in:
lib/model.rb

Class Method Summary collapse

Methods inherited from Lazar

#initialize, #predict, #predict_compound, #training_activities

Methods inherited from Model

#training_dataset

Constructor Details

This class inherits a constructor from OpenTox::Model::Lazar

Class Method Details

.create(training_dataset, params = {}) ⇒ Object 



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# File 'lib/model.rb', line 135

def self.create training_dataset, params={}
  model = self.new training_dataset, params
  model.prediction_algorithm = "OpenTox::Algorithm::Classification.weighted_majority_vote" unless model.prediction_algorithm
  model.neighbor_algorithm ||= "fingerprint_neighbors"
  model.neighbor_algorithm_parameters ||= {}
  {
    :type => "MP2D",
    :training_dataset_id => training_dataset.id,
    :min_sim => 0.1
  }.each do |key,value|
    model.neighbor_algorithm_parameters[key] ||= value
  end
  model.save
  model
end