Fitting a decision tree or random forest without hyperparameter tuning works perfectly fine for me.
As soon as I start tuning the hyperparameters with random search, I run into two possible errors (see below).
Did you already try out hyperparameter tuning with hellinger distance random forests and decision trees? If yes, do you have a working example?
Error 1, if i have n_jobs = -1
TerminatedWorkerError: A worker process managed by the executor was unexpectedly terminated. This could be caused by a segmentation fault while calling the function or by an excessive memory usage causing the Operating System to kill the worker.
Error 2, I reduce the n_jobs to 1:
C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\model_selection_validation.py:536: FitFailedWarning: Estimator fit failed. The score on this train‑test partition for these parameters will be set to nan. Details:
KeyError: 'hdc'
(multiple times) followed by
FitFailedWarning)
Exception in thread Thread�:
AttributeError: Memoryview is not initialized
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "C:\ProgramData\Anaconda3\lib\threading.py", line 926, in _bootstrap_inner
self.run()
File "C:\ProgramData\Anaconda3\lib\threading.py", line 870, in run
self._target(*self._args, **self._kwargs)
File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 486, in _handle_results
cache[job]._set(i, obj)
File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 665, in _set
self._event.set()
File "C:\ProgramData\Anaconda3\lib\threading.py", line 520, in set
with self._cond:
File "C:\ProgramData\Anaconda3\lib\threading.py", line 241, in enter
return self._lock.enter()
SystemError: returned a result with an error set
Fatal Python error: Acquisition count is 0 (line 4721) Thread 0x00001614 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 470 in _handle_results File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramFatal Python error: Acquisition count is (line 4722) Thread 0x00003cc8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 470 in _handle_results File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003eb0 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 422 in _handle_tasks File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00004234 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 413 in _handle_workers File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001a64 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003074 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\numpy\lib\arraysetops.py", line 328 in _unique1d File "C:\ProgramData\Anaconda3\lib\site‑packages\numpy\lib\arraysetops.py", line 264 in unique File "<__array_function__ internals>", line 6 in unique File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 375 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 878 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003e18 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packagesF\asklearn\tree_classes.py", line 367 in fitta File "C:\ProgramData\Anaconda3\lli Python error: Acquisition count is 0 (line 4721) b \Thread 0xsite‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_bui00003c44ld_trees File "C:\ProgramData\Anaconda3\lib\ (most recent call first): s File i"tCe:‑\pParcokgages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\PrrogramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgarmData\Anaconda3\lib\mulatmData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x0000278c (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "Ci:p\ProgramData\rAnaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\oAcnaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Current thread 0x00004100 (most recent call first): File "C:\ProgramData\Anaconda3\libe\ssite‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in csaill File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessingn\pool.py", line 121 in worker File "C:\ProgramData\Angaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0xp0000225c (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packaoges\sklearn\troee_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003a64 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Current thread 0x00003da8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000001f8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001608 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00002ed4 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x0000296c (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000027d0 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00000148 (most recent call first): File "C:\ProgramData\Anaconda3\lib\threading.py", line 296 in wait File "C:\ProgramData\Anaconda3\lib\threading.py", line 552 in wait File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 648 in wait File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 651 in get File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 909 in retrieve File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 1017 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 383 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\model_selection_validation.py", line 515 in _fit_and_score File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 272 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 418 in _process_worker File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 99 in run File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 297 in _bootstrap File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\backend\popen_loky_win32.py", line 172 in main File "", line 1 in omp> File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00004118 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00002a1c (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000030b4 (most recent call first): File "C:\ProgramData\Anaconda3\lib\threading.py", line 296 in wait File "C:\ProgramData\Anaconda3\lib\threading.py", line 552 in wait File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 648 in wait File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 651 in get File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 909 in retrieve File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 1017 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 383 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\model_selection_validation.py", line 515 in _fit_and_score File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 272 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 418 in _process_worker File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 99 in run File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 297 in _bootstrap File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\backend\popen_loky_win32.py", line 172 in main File "", line 1 in Fatal PyFatal Python error: Acquisition count is 0 (line 4721) Thread 0x00000550 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 413 in _handle_workers File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001cf0 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\AnFatal Python error: Acquisition count is 0 (line 4721) Thread 0x00004244 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 470 in _handle_results File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00000c68 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 422 in _handle_tasks File "C:\ProgramData\Anaconda3\lib\threading.pyFatal Python error: unexpected exception during garbage collection Current thread 0x00001fd8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\threading.py", line 348 in notify File "C:\ProgramData\Anaconda3\lib\threading.py", line 365 in notify_all File "C:\ProgramData\Anaconda3\lib\threading.py", line 522 in set File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 665 in _set File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 486 in _handle_results File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003dbc (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 422 in _handle_tasks File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001a8c (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 413 in _handle_workers File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000017b0 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000045c0 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001184 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000022f8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\numpy\lib\arraysetops.py", line 311 in _unique1d File "C:\ProgramData\Anaconda3\lib\site‑packages\numpy\lib\arraysetops.py", line 263 in unique File "<__array_function__ internals>", line 6 in unique File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\utils\multiclass.py", line 287 in type_of_target File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\utils\multiclass.py", line 166 in check_classification_targets File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 173 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001280 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fitF atal Python error: File Acquisition count is 0 (line 4721) Thread 0x00004564 (most recent call first): File "C:\ProgramD"aC:\Protga\Anaconda3\lribamData\An\amcuolntdiap3r\olciebs\ssiintg\pool.pye"‑pa, line c422k in age_sh\asnkdle_tasks File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anlearn\atcree_cloassens.pyd", line 877 in fit a File "C:3\Pro\gramData\lAnaconda3i\lib\sibte‑pack\ages\tskleahrn\ensremble\e_afdoirest.npy", line 165 in _parallelg_buil.d_treeps File "C:\PyrogramD"ata\Ana, line conda3926\lib\ in site‑_packagbes\jobolib\paroallel.ptstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00000950 (most recent call first): File "C:\ProgramDy"ata\Anaconda3, line \256lib\m in ultip File "C:\PrramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\oglriambData\An\aconda3thread\lib\sing.pyite‑packag", line 890e in _bootstrap Thread 0x00002ff4 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\Psr\ojgoramData\Abnaconlda3\liib\site‑pbackages\sklpearna\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py"r, line a256l in l_e_calll File "C:.\ProgrampData\Anaconda3\lib\site‑packages\joblib\y_parallelbacke"nds.py", line 608, line in 256 in __c_all File "C:\ProgramData\Anaccoanda3\llli_b\mult_iprocessing\pool.py", line 121 in worker File "C :\Program File 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o"gCr:a\mPDraotgramDaat\aA\nAancaocnodnad3a\3l\ilbi\bs\istiet‑ep‑apcakcakgaegse\ss\knluemapryn\leinbs\eamrbrlaey\s_eftoorpess.tp.yp"y, line "263, line in 165u in n_ipqaurael l File e"l<b_uairlrda_yt_rfeuenctions File "C:\P interogramDatarnals>", line 6 in un\Anaconique File "C:da3\l\ProgramData\Aib\sitenaconda3\lib\s‑ipackages\joblib\parallel.py", line 256 in kages\sklearn\tree_c File "C:\Plasses.py", line 185 in fit File "C:\ProgramData\AnacondarogramDat3\lib\sita\Anace‑packages\sklearn\tronda3\ee_classes.py", line 877 in fit File "C:\ProgramData\Analib\sictonda3\lib\site‑pacekages\‑spklearn\enascekmabglees_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anacjonda3o\blliibb\spiatrallel.pye‑pack", line 256 in _ages\jobli_callb_parall File "C:\el_backends.py", line 608 in call File "C:\ProgramData\AnaconProgramDda3\lib\multiprocessing\pool.pyata\Ana", line 121 in worconda3\likbe\rs File "ite‑paC:\ProgramData\Anckageacondas\joblib3\lib\threa_parding.py", line 870 in run File "C:allel\Prog_backeramData\Ands.pynaconda3\lib\threa", line 608 in call File "C:\ding.py", line 926 in _bootstrapProgramData_inner File "C:\PAnacondrao3g\lib\multiprramDataocess\Anacoing\ponda3\lib\threading.py", line 890 in _bootstrap Thread 0x000043cc (most recent call first): File "C:\Prol.py", line 121 in woogramDrker File "Cata\Anac:\Progronda3amData\lib\sit\Anaconda3\lib\te‑pachreadikages\skleng.py"arn\tr, line 870 in run File "ee_classes.Cp:\Proy", line 367 in fgramDit File "C:\Pata\AnacroogramData\Anaconda3\lib\sinda3\lib\threate‑pacding.pykages\skle", line 926 in _boarn\tree_classes.py", line 877 in fit File "C:\ProgramData\Aotstranaconda3\lib\p_innersite‑pa File "C:\Pckages\skrlearn\ensemble_forest.py", line 165 in _parallel_build_ogramDattra\Anacoees File "C:\Pronda3\lgramDaib\threta\Anacondading.py", line 890 in _booa3\lib\site‑packtstraages\jp Current thread 0x00004578 (most recent call first): File "C:\oblib\parallel.pyProgramD", line 256 in a File "C:\ProgramDaconda3ta\Ana\lib\sconda3\lib\siteite‑pa‑packages\joblckagesib\paralle\sklearn\tree_clal.py", line 256 in callsses.py", line 367 in fit File "C:\ Progr File "C:\ProagmrDaamtDaata\Anacon\Anaconddaa3\l3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x000044c8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003298 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bioob\site‑packages\joblib_parallel_backends.py", line 608 in tcsatlrlap File Thread 0x"000031b8C (most recent call first): : File \"PCr:o\gPrraomgDraatmaD\aAtnaa\cAonnadcao3n\dlai3b\lmiubl\ttihprreoacdeisnsgi.npgy\pool"., line py", line 121 in wo1060rker File "C:\P in rogramData\Anaconda3\lib\threading.py", line 870 in run File "C:_\ProgrwamData\Anacaonda3\liib\threadintg.py", line 926 in _boots_tfroarptisntnaetre _ File l"oCc:k\ P File r"oCg:r\aPmrDoagtraa\mADnaconda3\lib\tahtrae\Anaaconda3d\inglib\threading.py", line 1044 in join File "C:\ProgramData\Anacond.ap3y\"l, line i890b in _mbuolottiprocessing\pool.py", line 594 in _termstrap Thread 0x000043b4 (most recent call first): File "C:\ProgramData\Anaconida3\lnib\siate‑patcekag_pool File "C:\ProgramData\Anaces\skleoarn\tnree_dcalasses.py", line 3367 in fit File "C:\P\lib\multiprorogramData\Anacocnda3\elib\sssiintge\‑uptaiclk.apgye"s\sklearn\tre, line e189\ in _classes.py", line 877 in fit File "C:\ProgramDatacall File "C:\Progr\aAmnDaactoa\Anancda3\lib\soite‑pacnkages\skledaar3n\ensemlble_forest.piy", line 165 in _parallel_bbuild_t\rmees File "C:\ProgramData\Anaconda3\lib\site‑packaultiproges\cjeosbsliing\pool.py", line 548 in teb\parallel.py", line 256 in r m File i"C:\ProgramData\Anaconndaat3\libe\sit e File ‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\s"iCt:e\‑Ppraockages\jogbrlaimbD\a_tpaa\rAanlalconda3\lib\siteel‑_packagbeackens\jds.py", line 608o in b_l_call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003b78 (most recent call first): File "C:\ProgramData\Anaconda3\lib\threading.py", line 296 in wait File "C:\ProgramData\Anaconda3\lib\threading.py", line 552 in wait File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 648 in wait File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 651 in get File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 909 in retrieve File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 1017 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 383 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\model_selection_validation.py", line 515 in _fit_and_score File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 272 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 418 in _process_worker File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 99 in run File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 297 in _bootstrap File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\backend\popen_loky_win32.py", line 172 in main File "", line 1 in Exception ignored in: 'garbage collection'
AttributeError: Memoryview is not initialized
ib_parallel_backends.py", line 244 in terminate File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 258 in abort_everything File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 931 in retrieve File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 1017 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 383 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\model_selection_validation.py", line 515 in _fit_and_score File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 272 in call__ File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\process_executor.py", line 418 in _process_worker File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 99 in run File "C:\ProgramData\Anaconda3\lib\multiprocessing\process.py", line 297 in _bootstrap File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\externals\loky\backend\popen_loky_win32.py", line 172 in main File "", line 1 in
Fitting a decision tree or random forest without hyperparameter tuning works perfectly fine for me. As soon as I start tuning the hyperparameters with random search, I run into two possible errors (see below).
Did you already try out hyperparameter tuning with hellinger distance random forests and decision trees? If yes, do you have a working example?
Error 1, if i have n_jobs = -1
TerminatedWorkerError: A worker process managed by the executor was unexpectedly terminated. This could be caused by a segmentation fault while calling the function or by an excessive memory usage causing the Operating System to kill the worker.
Error 2, I reduce the n_jobs to 1:
C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\model_selection_validation.py:536: FitFailedWarning: Estimator fit failed. The score on this train‑test partition for these parameters will be set to nan. Details: KeyError: 'hdc'
(multiple times) followed by
FitFailedWarning) Exception in thread Thread�: AttributeError: Memoryview is not initialized
The above exception was the direct cause of the following exception:
Traceback (most recent call last): File "C:\ProgramData\Anaconda3\lib\threading.py", line 926, in _bootstrap_inner self.run() File "C:\ProgramData\Anaconda3\lib\threading.py", line 870, in run self._target(*self._args, **self._kwargs) File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 486, in _handle_results cache[job]._set(i, obj) File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 665, in _set self._event.set() File "C:\ProgramData\Anaconda3\lib\threading.py", line 520, in set with self._cond: File "C:\ProgramData\Anaconda3\lib\threading.py", line 241, in enter return self._lock.enter() SystemError: returned a result with an error set Fatal Python error: Acquisition count is 0 (line 4721) Thread 0x00001614 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 470 in _handle_results File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramFatal Python error: Acquisition count is (line 4722) Thread 0x00003cc8 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 470 in _handle_results File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003eb0 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 422 in _handle_tasks File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00004234 (most recent call first): File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 413 in _handle_workers File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00001a64 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 367 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 877 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker File "C:\ProgramData\Anaconda3\lib\threading.py", line 870 in run File "C:\ProgramData\Anaconda3\lib\threading.py", line 926 in _bootstrap_inner File "C:\ProgramData\Anaconda3\lib\threading.py", line 890 in _bootstrap Thread 0x00003074 (most recent call first): File "C:\ProgramData\Anaconda3\lib\site‑packages\numpy\lib\arraysetops.py", line 328 in _unique1d File "C:\ProgramData\Anaconda3\lib\site‑packages\numpy\lib\arraysetops.py", line 264 in unique File "<__array_function__ internals>", line 6 in unique File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 375 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\tree_classes.py", line 878 in fit File "C:\ProgramData\Anaconda3\lib\site‑packages\sklearn\ensemble_forest.py", line 165 in _parallel_build_trees File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib\parallel.py", line 256 in call File "C:\ProgramData\Anaconda3\lib\site‑packages\joblib_parallel_backends.py", line 608 in call File "C:\ProgramData\Anaconda3\lib\multiprocessing\pool.py", line 121 in worker 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