def test_get_best_clustering(self):
scores = {
'criteria 1': {
'Clustering 4': 1.4,
'Clustering 2': 0.7,
'Clustering 3': 0.85,
'Clustering 1': 1.35},
'criteria 2': {
'Clustering 4': 0.56,
'Clustering 2': 0.28,
'Clustering 3': 0.34,
'Clustering 1': 0.54
}
}
bclust, bcrit, scores = BestClusteringSelector.get_best_clustering(scores)
self.assertItemsEqual( (bclust, bcrit, scores[bcrit][bclust]), ('Clustering 4', 'criteria 1', 1.4))
def test_get_best_clustering(self):
scores = {
'criteria 1': {
'Clustering 4': 1.4,
'Clustering 2': 0.7,
'Clustering 3': 0.85,
'Clustering 1': 1.35
},
'criteria 2': {
'Clustering 4': 0.56,
'Clustering 2': 0.28,
'Clustering 3': 0.34,
'Clustering 1': 0.54
}
}
bclust, bcrit, scores = BestClusteringSelector.get_best_clustering(
scores)
self.assertItemsEqual((bclust, bcrit, scores[bcrit][bclust]),
('Clustering 4', 'criteria 1', 1.4))
