def test_estimatePreference(self): numUsers = 4 userID = 'Marcel Caraciolo' otherUserID = 'Luciana Nunes' minSimilarity = 0.0 n = NearestNUserNeighborhood(self.similarity,self.model,numUsers,minSimilarity) self.assertAlmostEquals(0.294298055,n.estimatePreference(thingID=userID,similarity=self.similarity,otherUserID=otherUserID))
def test_user_dissimilar_estimatePreference(self): numUsers = 4 userID = 'Marcel Caraciolo' otherUserID = 'Maria Gabriela' minSimilarity = 0.0 n = NearestNUserNeighborhood(self.similarity,self.model,numUsers,minSimilarity) self.assertAlmostEquals(0.0,n.estimatePreference(thingID=userID,similarity=self.similarity,otherUserID=otherUserID))
def test_identity_estimatePreference(self): numUsers = 4 userID = 'Marcel Caraciolo' otherUserID = 'Marcel Caraciolo' minSimilarity = 0.0 n = NearestNUserNeighborhood(self.similarity,self.model,numUsers,minSimilarity) self.assertEquals(None,n.estimatePreference(thingID=userID,similarity=self.similarity,otherUserID=otherUserID))
def test_user_dissimilar_estimatePreference(self):
numUsers = 4
userID = 'Marcel Caraciolo'
otherUserID = 'Maria Gabriela'
minSimilarity = 0.0
n = NearestNUserNeighborhood(self.similarity, self.model, numUsers,
minSimilarity)
self.assertAlmostEquals(
0.0,
n.estimatePreference(thingID=userID,
similarity=self.similarity,
otherUserID=otherUserID))
def test_identity_estimatePreference(self):
numUsers = 4
userID = 'Marcel Caraciolo'
otherUserID = 'Marcel Caraciolo'
minSimilarity = 0.0
n = NearestNUserNeighborhood(self.similarity, self.model, numUsers,
minSimilarity)
self.assertEquals(
None,
n.estimatePreference(thingID=userID,
similarity=self.similarity,
otherUserID=otherUserID))
def test_estimatePreference(self):
numUsers = 4
userID = 'Marcel Caraciolo'
otherUserID = 'Luciana Nunes'
minSimilarity = 0.0
n = NearestNUserNeighborhood(self.similarity, self.model, numUsers,
minSimilarity)
self.assertAlmostEquals(
0.294298055,
n.estimatePreference(thingID=userID,
similarity=self.similarity,
otherUserID=otherUserID))
