diff --git a/out b/out
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+
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+
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+
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+Traceback (most recent call last):
+  File "/home/lorev/tesi/quacc/evaluation/comp.py", line 42, in estimate_worker
+    result = _estimate(model, validation, protocol)
+  File "/home/lorev/tesi/quacc/evaluation/baseline.py", line 30, in wrapper
+    return func(c_model, validation, protocol)
+  File "/home/lorev/tesi/quacc/evaluation/baseline.py", line 81, in ref
+    f1_score=metrics.f1_score(test.y, test_preds),
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/utils/_param_validation.py", line 214, in wrapper
+    return func(*args, **kwargs)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1239, in f1_score
+    return fbeta_score(
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/utils/_param_validation.py", line 187, in wrapper
+    return func(*args, **kwargs)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1413, in fbeta_score
+    _, _, f, _ = precision_recall_fscore_support(
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/utils/_param_validation.py", line 187, in wrapper
+    return func(*args, **kwargs)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1724, in precision_recall_fscore_support
+    labels = _check_set_wise_labels(y_true, y_pred, average, labels, pos_label)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/sklearn/metrics/_classification.py", line 1518, in _check_set_wise_labels
+    raise ValueError(
+ValueError: Target is multiclass but average='binary'. Please choose another average setting, one of [None, 'micro', 'macro', 'weighted'].
+Traceback (most recent call last):
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1595, in _get_outputs
+    yield from self._retrieve()
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1707, in _retrieve
+    time.sleep(0.01)
+KeyboardInterrupt
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1648, in _get_outputs
+    self._abort()
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1559, in _abort
+    backend.abort_everything(ensure_ready=ensure_ready)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/_parallel_backends.py", line 632, in abort_everything
+    self._workers.terminate(kill_workers=True)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/executor.py", line 75, in terminate
+    self.shutdown(kill_workers=kill_workers)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/externals/loky/process_executor.py", line 1303, in shutdown
+    executor_manager_thread.join()
+  File "/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py", line 1096, in join
+    self._wait_for_tstate_lock()
+  File "/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py", line 1116, in _wait_for_tstate_lock
+    if lock.acquire(block, timeout):
+KeyboardInterrupt
+
+During handling of the above exception, another exception occurred:
+
+Traceback (most recent call last):
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/bin/run", line 6, in <module>
+    sys.exit(run())
+  File "/home/lorev/tesi/run.py", line 15, in run
+    run_local()
+  File "/home/lorev/tesi/quacc/main.py", line 48, in main
+    estimate_comparison()
+  File "/home/lorev/tesi/quacc/main.py", line 30, in estimate_comparison
+    dr = comp.evaluate_comparison(
+  File "/home/lorev/tesi/quacc/evaluation/comp.py", line 90, in evaluate_comparison
+    results = parallel(estimate_worker, par_tasks, n_jobs=env.N_JOBS, _env=env)
+  File "/home/lorev/tesi/quacc/utils.py", line 108, in parallel
+    return parallel(delayed(wrapper)(*_args) for _args in f_args)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1952, in __call__
+    return output if self.return_generator else list(output)
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1656, in _get_outputs
+    self._terminate_and_reset()
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/parallel.py", line 1359, in _terminate_and_reset
+    self._backend.terminate()
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/_parallel_backends.py", line 622, in terminate
+    self._workers._temp_folder_manager._clean_temporary_resources(
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/_memmapping_reducer.py", line 636, in _clean_temporary_resources
+    delete_folder(
+  File "/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/disk.py", line 136, in delete_folder
+    time.sleep(RM_SUBDIRS_RETRY_TIME)
+KeyboardInterrupt
+Exception ignored in: <module 'threading' from '/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py'>
+Traceback (most recent call last):
+  File "/home/lorev/.pyenv/versions/3.10.12/lib/python3.10/threading.py", line 1567, in _shutdown
+    lock.acquire()
+KeyboardInterrupt: 
+Exception in thread Thread-1 (log_listener):
+Traceback (most recent call last):
+Fatal Python error: _enter_buffered_busy: could not acquire lock for <ascii(self) failed> at interpreter shutdown, possibly due to daemon threads
+Python runtime state: finalizing (tstate=0x0000560ae378d100)
+/home/lorev/.cache/pypoetry/virtualenvs/quacc-oEGFKswq-py3.10/lib/python3.10/site-packages/joblib/externals/loky/backend/resource_tracker.py:314: UserWarning: resource_tracker: There appear to be 4 leaked file objects to clean up at shutdown
+  warnings.warn(