public static float run(User user)
{
var writeRight = new WriteRight();
var evaluation = new ExperimentEvaluation();
/* Train the engine */
User trainSet = user.GetTopKTweetsTrainSet(trainSetSize);
while (trainSet.HasNext())
{
var ch = trainSet.ConsumeNext();
writeRight.CharacterTyped(ch);
}
writeRight.CharacterTyped(' ');
User testSet = user.GetTestSet();
var totalChars = 0;
var guessedChars = 0;
writeRight.InTestMode();
while (testSet.HasNext())
{
var ch = testSet.ConsumeNext();
writeRight.CharacterTyped(ch);
var next = Char.ToLower(testSet.PeekNext());
var predictions = writeRight.GetTopKPredictions();
if (writeRight.IsValidCharacter(next) == false ||
writeRight.IsWordSeparator(next))
{
continue;
}
if (predictions == null || predictions.ContainsKey(next) == false)
{
writeRight.BadPrediction();
totalChars++;
evaluation.Miss();
}
else if (writeRight.IsWordSeparator(next) == false)
{
guessedChars++;
totalChars++;
evaluation.Hit(predictions.Count);
}
}
return(evaluation.GetPrecission());
}
public override bool Run()
{
for (var wordsSize = 1000; wordsSize <= 64000; wordsSize *= 2)
{
for (var k = 1; k <= 10; k++)
{
this.writeRight = new WriteRight();
this.writeRight.SetWordsSize(wordsSize);
this.writeRight.SetK(k);
this.run();
this.stream.Reset();
Logger.Log("Words size: " + wordsSize + " k " + k + " result: " + this.result);
}
}
return(true);
}
public static float run(int k)
{
var dataSet = DataSet.GetInstance();
float hitRatio = 0.0f;
float precission = 0.0f;
memory = 0;
foreach (User user in dataSet.Users)
{
var writeRight = new WriteRight();
var evaluation = new ExperimentEvaluation();
writeRight.LoadDB("");
/* Train the engine */
User trainSet = user.GetTopKTweetsTrainSet(k);
while (trainSet.HasNext())
{
var ch = trainSet.ConsumeNext();
writeRight.CharacterTyped(ch);
}
writeRight.CharacterTyped(' ');
User testSet = user.GetTestSet();
var totalChars = 0;
var guessedChars = 0;
writeRight.InTestMode();
while (testSet.HasNext())
{
var ch = testSet.ConsumeNext();
writeRight.CharacterTyped(ch);
var next = Char.ToLower(testSet.PeekNext());
var predictions = writeRight.GetTopKPredictions();
if (writeRight.IsValidCharacter(next) == false ||
writeRight.IsWordSeparator(next))
{
continue;
}
if (predictions == null || predictions.ContainsKey(next) == false)
{
writeRight.BadPrediction();
totalChars++;
evaluation.Miss();
}
else if (writeRight.IsWordSeparator(next) == false)
{
guessedChars++;
totalChars++;
evaluation.Hit(predictions.Count);
}
}
hitRatio += (float)guessedChars / (float)totalChars;
precission += evaluation.GetPrecission();
memory += writeRight.GetKnowledgeSize();
}
/*
* this.hitRatioWriter.WriteLine (hitRatio / dataSet.Users.Count);
* this.evalWriter.WriteLine (evaluationScore / dataSet.Users.Count);
*
* this.hitRatioWriter.Flush ();
* this.evalWriter.Flush ();
*/
memory = memory / dataSet.Users.Count;
return((float)precission / dataSet.Users.Count);
}
public static void Main(string[] args)
{
var writeRight = new WriteRight();
writeRight.LoadDB(WriteRightDb);
var buffer = "";
var character = '\0';
var foregroundColor = Console.ForegroundColor;
var topKPredictions = new Dictionary<char, float>();
do
{
var key = Console.ReadKey();
character = key.KeyChar;
if (character == ShellExit)
{
break;
}
if (writeRight.IsValidCharacter(character) == false)
{
continue;
}
writeRight.CharacterTyped(character);
buffer += character;
Console.Clear();
Console.WriteLine(buffer);
topKPredictions = writeRight.GetTopKPredictions();
if (writeRight.IsUnknownWord())
{
Console.WriteLine("Unknown word!");
continue;
}
Console.ForegroundColor = ConsoleColor.Green;
foreach (var prediction in topKPredictions)
{
Console.WriteLine("P(" + prediction.Key + ") = " + prediction.Value);
}
Console.WriteLine("\n");
Console.ForegroundColor = ConsoleColor.Red;
var predictions = writeRight.GetPredictions();
foreach (var prediction in predictions)
{
if (topKPredictions.ContainsKey(prediction.Key) == false)
{
Console.WriteLine("P(" + prediction.Key + ") = " + prediction.Value);
}
}
Console.ForegroundColor = foregroundColor;
} while (true);
writeRight.SaveDB(WriteRightDb);
}
public static float run(int k)
{
var dataSet = DataSet.GetInstance ();
float hitRatio = 0.0f;
float precission = 0.0f;
memory = 0;
foreach (User user in dataSet.Users)
{
var writeRight = new WriteRight();
var evaluation = new ExperimentEvaluation ();
writeRight.LoadDB ("");
/* Train the engine */
User trainSet = user.GetTopKTweetsTrainSet (k);
while (trainSet.HasNext ())
{
var ch = trainSet.ConsumeNext ();
writeRight.CharacterTyped (ch);
}
writeRight.CharacterTyped (' ');
User testSet = user.GetTestSet ();
var totalChars = 0;
var guessedChars = 0;
writeRight.InTestMode ();
while (testSet.HasNext ())
{
var ch = testSet.ConsumeNext ();
writeRight.CharacterTyped (ch);
var next = Char.ToLower (testSet.PeekNext ());
var predictions = writeRight.GetTopKPredictions ();
if (writeRight.IsValidCharacter (next) == false ||
writeRight.IsWordSeparator (next))
{
continue;
}
if (predictions == null || predictions.ContainsKey (next) == false)
{
writeRight.BadPrediction ();
totalChars++;
evaluation.Miss ();
}
else if (writeRight.IsWordSeparator (next) == false)
{
guessedChars++;
totalChars++;
evaluation.Hit (predictions.Count);
}
}
hitRatio += (float)guessedChars / (float)totalChars;
precission += evaluation.GetPrecission ();
memory += writeRight.GetKnowledgeSize ();
}
/*
this.hitRatioWriter.WriteLine (hitRatio / dataSet.Users.Count);
this.evalWriter.WriteLine (evaluationScore / dataSet.Users.Count);
this.hitRatioWriter.Flush ();
this.evalWriter.Flush ();
*/
memory = memory / dataSet.Users.Count;
return (float) precission / dataSet.Users.Count;
}