static void fiveB(Dict dict)
{
Folds folds = new Folds("wikipediatypoclean.txt");
// Validate with hill climbing
crossValidation(dict, folds, 30, true);
// Validate without hill climbing
crossValidation(dict, folds, 30, false);
}
static void crossValidation(Dict dict, Folds folds, int numFolds, bool useClimbing)
{
folds.makeN(numFolds);
int foldNum = 0;
foreach (Fold fold in folds.folds)
{
foldNum++;
Console.WriteLine("Running against fold " + foldNum);
validateFold(dict, fold, useClimbing);
}
}
static void fiveA(Dict dict)
{
Folds folds;
Console.WriteLine("Wikipedia typo clean:");
folds = new Folds("wikipediatypoclean.txt");
validateFirstTypos(dict, folds, 30);
Console.WriteLine("Wikipedia typo:");
folds = new Folds("wikipediatypo.txt");
validateFirstTypos(dict, folds, 30);
Console.WriteLine("Synthetic data:");
folds = new Folds("syntheticdata.txt");
validateFirstTypos(dict, folds, 30);
}
static void validateFirstTypos(Dict dict, Folds folds, int numTypos)
{
folds.makeWithSizeN(numTypos);
validateFold(dict, folds.folds[0], true);
}