public override bool Equals(object obj)
{
Model test = obj as Model;
if (test == null)
{
return(false);
}
bool same = ClassLabels.IsEqual(test.ClassLabels);
same = same && NumberOfClasses == test.NumberOfClasses;
same = same && NumberOfSVPerClass.IsEqual(test.NumberOfSVPerClass);
if (PairwiseProbabilityA != null)
{
same = same && PairwiseProbabilityA.IsEqual(test.PairwiseProbabilityA);
}
if (PairwiseProbabilityB != null)
{
same = same && PairwiseProbabilityB.IsEqual(test.PairwiseProbabilityB);
}
same = same && Parameter.Equals(test.Parameter);
same = same && Rho.IsEqual(test.Rho);
same = same && SupportVectorCoefficients.IsEqual(test.SupportVectorCoefficients);
same = same && SupportVectorCount == test.SupportVectorCount;
same = same && SupportVectors.IsEqual(test.SupportVectors);
return(same);
}
public override int GetHashCode()
{
return(ClassLabels.ComputeHashcode() +
NumberOfClasses.GetHashCode() +
NumberOfSVPerClass.ComputeHashcode() +
PairwiseProbabilityA.ComputeHashcode() +
PairwiseProbabilityB.ComputeHashcode() +
Parameter.GetHashCode() +
Rho.ComputeHashcode() +
SupportVectorCoefficients.ComputeHashcode() +
SupportVectorCount.GetHashCode() +
SupportVectors.ComputeHashcode());
}
public void DatabaseCleanup()
{
foreach (var context in ImageContext)
{
ImageContext.Remove(context);
}
foreach (var label in ClassLabels)
{
ClassLabels.Remove(label);
}
foreach (var information in ImagesInformation)
{
ImagesInformation.Remove(information);
}
SaveChanges();
}
public void DatabaseAdding(ObjectInImageProbability image)
{
ImageInformation AddedImage = new ImageInformation
{
Path = image.Path,
ImageContext = new Blob()
{
ImageContext = File.ReadAllBytes(image.Path)
},
Probability = image.Probability
};
var query = ClassLabels.Include(item => item.ImagesInformation).Where(item => item.StringClassLabel == image.ClassLabel);
if (query.Count() == 0)
{
AddedImage.ClassLabel = new ClassLabel()
{
StringClassLabel = image.ClassLabel,
ClassLabelImagesNumber = 1
};
AddedImage.ClassLabel.ImagesInformation = new List <ImageInformation>
{
AddedImage
};
ImagesInformation.Add(AddedImage);
ClassLabels.Add(AddedImage.ClassLabel);
ImageContext.Add(AddedImage.ImageContext);
}
else
{
AddedImage.ClassLabel = query.First();
AddedImage.ClassLabel.ImagesInformation.Add(AddedImage);
AddedImage.ClassLabel.ClassLabelImagesNumber++;
ImagesInformation.Add(AddedImage);
ImageContext.Add(AddedImage.ImageContext);
}
SaveChanges();
}
