def _benchmark(benchmarker, test_slice):
"""Benchmarks the classifier based on a test set slice"""
try:
(start, end) = test_slice
X_test, y_test = benchmarker.ds.testing_slice(start, end)
clf = copy.deepcopy(benchmarker.clf)
trainer = Trainer(benchmarker.config, benchmarker.ds, clf)
return trainer.benchmark(X_test, y_test)
except Exception as e:
print(e)
traceback.print_exc()
