public Form1()
{
InitializeComponent();
makeArrays();
dataPictureBoxHeight = pictureBoxFF.Size.Height;
dataPictureBoxLocationY = pictureBoxFF.Location.Y;
dataTrackBarRange = trackBarFF.Maximum - trackBarFF.Minimum;
infer = new Inference(nRanks);
userInput = new UserData();
initializeUserData();
intializeDependentComponents();
createClicks();
showResults(infer.performInference(userInput));
}
public DocumentStatistics[] performInference(UserData user)
{
ie.NumberOfIterations = user.nIters;
Console.WriteLine("No. of Iterations = {0}", user.nIters);
DocumentStatistics[] docStats = new DocumentStatistics[nRanks];
for (int i = 0; i < nRanks; i++)
{
docStats[i] = new DocumentStatistics();
}
nUsers.ObservedValue = user.nUsers;
probNextIfNotClick.ObservedValue = user.probExamine[0];
probNextIfClickNotRel.ObservedValue = user.probExamine[1];
probNextIfClickRel.ObservedValue = user.probExamine[2];
for (int d = 0; d < nRanks; d++)
click[d].ObservedValue = user.clicks[d];
try
{
for (int d = 0; d < nRanks; d++)
{
docStats[d].inferredRelevance = ie.Infer<Beta>(relevance[d]);
docStats[d].inferredAppeal = ie.Infer<Beta>(appeal[d]);
}
return docStats;
}
catch (Exception e)
{
Console.WriteLine(e);
return null;
}
}