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implemented Euclidean Distance similarity score
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using System; | ||
using System.Collections.Generic; | ||
using System.Linq; | ||
using System.Text; | ||
using NUnit.Framework; | ||
using Recommender.Data; | ||
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namespace Recommender.Tests | ||
{ | ||
[TestFixture] | ||
class EuclideanDistanceTests | ||
{ | ||
private EuclideanDistance euclideanDistance; | ||
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[SetUp] | ||
public void SetUp() | ||
{ | ||
euclideanDistance = new EuclideanDistance(ReviewerBuilder.BuildReviewer1(), ReviewerBuilder.BuildReviewer2()); | ||
} | ||
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[Test] | ||
public void TwoReviewersWithSomeSimilarReviewsShouldHaveAScoreBetweenZeroAndOne() | ||
{ | ||
Assert.AreEqual(0.148, euclideanDistance.Score()); | ||
} | ||
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[Test] | ||
public void ReviewersThatHaveReviewedUniqueTitlesShouldNotBeSimilar() | ||
{ | ||
var r1 = ReviewerBuilder.BuildReviewer1(); | ||
var r2 = ReviewerBuilder.BuildAReviewerThatReviewedSomethingUnique(); | ||
euclideanDistance = new EuclideanDistance(r1, r2); | ||
Assert.AreEqual(0, euclideanDistance.Score()); | ||
} | ||
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[Test] | ||
public void ReviewersThatHaveTheSameTasteShouldHaveAPerfectScore() | ||
{ | ||
var r1 = ReviewerBuilder.BuildReviewer1(); | ||
euclideanDistance = new EuclideanDistance(r1, r1); | ||
Assert.AreEqual(1.0, euclideanDistance.Score()); | ||
} | ||
} | ||
} |
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Original file line number | Diff line number | Diff line change |
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using System; | ||
using System.Collections.Generic; | ||
using System.Linq; | ||
using System.Text; | ||
using Recommender.Reviews; | ||
using Recommender.Steps; | ||
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namespace Recommender | ||
{ | ||
public class EuclideanDistance : SimilarityScore | ||
{ | ||
private readonly Reviewer R1; | ||
private readonly Reviewer R2; | ||
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public EuclideanDistance(Reviewer r1, Reviewer r2) | ||
{ | ||
R1 = r1; | ||
R2 = r2; | ||
} | ||
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public double Score() | ||
{ | ||
var similarReviews = R1.SimilarReviews(R2.Reviews); | ||
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if (similarReviews.Count == 0) | ||
{ | ||
return 0.0; | ||
} | ||
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var sumDifferenceSquares = new SumDifferenceSquares(similarReviews, R1.Reviews, R2.Reviews).Calculate(); | ||
return Math.Round(1 / (1 + sumDifferenceSquares), 3); | ||
} | ||
} | ||
} |
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using System; | ||
using System.Collections.Generic; | ||
using System.Linq; | ||
using System.Text; | ||
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namespace Recommender | ||
{ | ||
interface SimilarityScore | ||
{ | ||
double Score(); | ||
} | ||
} |