UserSimulation.ErrorGenerator.GenerateErrorStrings C# (CSharp) Méthode

        public string[] GenerateErrorStrings(string orig, Classification c, int k)
        {
            var strs = new string[k];
            for (int i = 0; i < k; i++)
            {
                strs[i] = GenerateErrorString(orig, c);
            }
            return strs;
        }

        // Get dictionary of inputs and the error they produce
        public static CellDict GenImportantErrors(AST.Address[] output_nodes,
                                                  CellDict inputs,
                                                  int k,         // number of alternatives to consider
                                                  CellDict correct_outputs,
                                                  Excel.Application app,
                                                  Excel.Workbook wb,
                                                  Classification c,
                                                  DAG dag)
        {
            var eg = new ErrorGenerator();
            var max_error_produced_dictionary = new Dictionary <AST.Address, Tuple <string, double> >();

            foreach (KeyValuePair <AST.Address, string> pair in inputs)
            {
                AST.Address addr       = pair.Key;
                string      orig_value = pair.Value;

                //Load in the classification's dictionaries
                double max_error_produced = 0.0;
                string max_error_string   = "";

                // get k strings
                string[] errorstrings = eg.GenerateErrorStrings(orig_value, c, k);

                for (int i = 0; i < k; i++)
                {
                    CellDict cd = new CellDict();
                    cd.Add(addr, errorstrings[i]);
                    //inject the typo
                    InjectValues(app, wb, cd);

                    // save function outputs
                    CellDict incorrect_outputs = SaveOutputs(output_nodes, dag);

                    //remove the typo that was introduced
                    cd.Clear();
                    cd.Add(addr, orig_value);
                    InjectValues(app, wb, cd);

                    double total_error = Utility.CalculateTotalError(correct_outputs, incorrect_outputs);

                    //keep track of the largest observed max error
                    if (total_error > max_error_produced)
                    {
                        max_error_produced = total_error;
                        max_error_string   = errorstrings[i];
                    }
                }
                //Add entry for this TreeNode in our dictionary with its max_error_produced
                max_error_produced_dictionary.Add(addr, new Tuple <string, double>(max_error_string, max_error_produced));
            }

            // sort by max_error_produced
            var maxen = max_error_produced_dictionary.OrderByDescending(pair => pair.Value.Item2).Select(pair => new Tuple <AST.Address, string>(pair.Key, pair.Value.Item1)).ToList();

            return(maxen.Take((int)Math.Ceiling(0.05 * inputs.Count)).ToDictionary(tup => tup.Item1, tup => tup.Item2));
        }