static void Phase1()
{
List <Word> words2 = ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "training_dataset.txt");
words2.AddRange(ParsingTools.GetListOfWords(ParsingTools.ProjectDirectory + "testing_dataset.txt"));
loadTests(words2);
// while (true)
// {
Console.WriteLine("Enter a seed word:");
string searchNext = Console.ReadLine();
Console.WriteLine("Enter how many words to generate:");
int genNum = Convert.ToInt32(Console.ReadLine());
Console.WriteLine();
for (int n = 0; n < genNum; n++)
{
WordAndPercentage answer = predictNextWord(searchNext);
searchNext = answer.word;
Console.Write(searchNext + " ");
}
}
/*
* static WordAndPercentage predictNextWord(string word)
* {
* if (wordAndNextWords.ContainsKey(word))
* {
* string topWord = "";
* int times = 0;
* int total = 0;
* foreach(KeyValuePair<string, int> pair in wordAndNextWords[word])
* {
* if(pair.Value > times)
* {
* topWord = pair.Key;
* times = pair.Value;
* }
* total++;
* }
* double percent = (double)times / (double)total;
* return new WordAndPercentage(topWord, percent);
* }
* return new WordAndPercentage("word isn't in database", 100);
* }
*/
static WordAndPercentage predictNextWord(string word)
{
WordAndPercentage w = getTopWord(word);
if (w == null)
{
return(new WordAndPercentage("Word does not exist", 0));
}
return(w);
}
public static void printWordPredictorMatrix(Dictionary <string, List <WordAndPercentage> > model, List <string> myDictionary)
{
StringBuilder output = new StringBuilder();
int max = 50;
for (int row = 0; row < myDictionary.Count; row++)
{
string from = myDictionary[row];
output.Append(from.escape() + ",");
for (int col = 0; col < myDictionary.Count; col++)
{
string to = myDictionary[col];
WordAndPercentage wpTo = null;
if (!model.ContainsKey(from) || (wpTo = model[from].find(to)) == null)
{
;
}
else
{
output.Append((wpTo.word + "---" + wpTo.percent.ToString()).escape() + ",");
}
if (col > max)
{
break;
}
}
output.AppendLine();
//System.IO.File.AppendAllText("predictor.csv", output.ToString());
//output.Clear();
if (row > max)
{
break;
}
}
System.IO.File.WriteAllText("predictor.csv", output.ToString());
}