def test_metrics(self):
metrics = Clustering().fit(self.cdr3).metrics(self.epitopes)
metrics.purity()
metrics.consistency()
metrics.retention()
metrics.purity_90()
metrics.summary()
def test_quality(self):
metrics = Clustering().fit(self.cdr3).metrics(self.epitopes)
self.assertGreater(metrics.purity()[0], 0.6)
self.assertGreater(metrics.consistency()[0], 0.12)
self.assertGreater(metrics.retention(), 0.21)
self.assertGreater(metrics.purity_90()[0], 0.36)