Slow Tests / Methods

[tachyonicClock]

duration (s)	duration (%)	Test ID
315.31	22.7%	notebooks/09_automl.ipynb::09_automl.ipynb
143.79	10.4%	notebooks/06_advanced_API.ipynb::06_advanced_API.ipynb
124.79	9.0%	src/capymoa/anomaly/_robust_random_cut_forest.py::src.capymoa.anomaly._robust_random_cut_forest.RobustRandomCutForest
121.88	8.8%	tests/test_anomaly_detectors.py::test_anomaly_detectors[RobustRandomCutForest]
111.54	8.0%	notebooks/anomaly_detection.ipynb::anomaly_detection.ipynb
68.42	4.9%	tests/test_anomaly_detectors.py::test_anomaly_detectors[StreamingIsolationForest]
56.59	4.1%	src/capymoa/anomaly/_streaming_isolation_forest.py::src.capymoa.anomaly._streaming_isolation_forest.StreamingIsolationForest
36.09	2.6%	notebooks/05_new_learner.ipynb::05_new_learner.ipynb
35.7	2.6%	notebooks/clustering.ipynb::clustering.ipynb
32.68	2.4%	src/capymoa/anomaly/_online_isolation_forest.py::src.capymoa.anomaly._online_isolation_forest.OnlineIsolationForest
21.78	1.6%	tests/test_anomaly_detectors.py::test_anomaly_detectors[OnlineIsolationForest]
16.45	1.2%	tests/test_anomaly_detectors.py::test_anomaly_detectors[StreamRHF]
14.78	1.1%	tests/test_classifiers.py::test_classifiers[ShrubsClassifier]
12.14	0.9%	src/capymoa/anomaly/_stream_rhf.py::src.capymoa.anomaly._stream_rhf.StreamRHF
11.86	0.9%	src/capymoa/drift/detectors/optwin.py::src.capymoa.drift.detectors.optwin.OPTWIN

These tests account for 80% of the test duration and are outliers in comparison to their counterparts.