Honest Tree/Forest Classifier Intialization Issue

[ryanhausen]

Checklist

• I have verified that the issue exists against the main branch.
• I have read the relevant section in the contribution guide on reporting bugs.
• I have checked the issues list for similar or identical bug reports.
• I have checked the pull requests list for existing proposed fixes.
• I have checked the CHANGELOG and the commit log to find out if the bug was already fixed in the main branch.
• I have included in the "Description" section below a traceback from any exceptions related to this bug.
• I have included in the "Related issues or possible duplicates" section beloew all related issues and possible duplicate issues (If there are none, check this box anyway).
• I have included in the "Environment" section below the name of the operating system and Python version that I was using when I discovered this bug.
• I have included in the "Environment" section below the output of pip freeze.
• I have included in the "Steps to reproduce" section below a minimally reproducible example.

Description

Python traceback:

FAILED treeple/tests/test_honest_forest.py::test_sklearn_compatible_estimator[HonestForestClassifier(bootstrap=False,n_estimators=10,random_state=0)-check_do_not_raise_errors_in_init_or_set_params] - ValueError: Invalid parameter 'tree_estimator_params' for estimator HonestForestClassifier(bootstrap=-1, ccp_alpha=-1, class_weight=-1,
FAILED treeple/tree/tests/test_honest_tree.py::test_sklearn_compatible_estimator[HonestTreeClassifier(random_state=0)-check_do_not_raise_errors_in_init_or_set_params] - ValueError: Invalid parameter 'tree_estimator_params' for estimator HonestTreeClassifier(ccp_alpha=-1, class_weight=-1, criterion=-1,
FAILED treeple/tree/tests/test_honest_tree.py::test_sklearn_compatible_estimator[HonestTreeClassifier(random_state=0,tree_estimator=DecisionTreeClassifier())-check_do_not_raise_errors_in_init_or_set_params] - ValueError: Invalid parameter 'tree_estimator_params' for estimator HonestTreeClassifier(ccp_alpha=-1, class_weight=-1, criterion=-1,

Related issues or possible duplicates

• None

Environment

OS: Linux

Python version: 3.9.20

Output of pip freeze:

Bottleneck==1.4.0
build==1.2.2
click==8.1.7
cloudpickle==3.0.0
colorama @ file:///home/conda/feedstock_root/build_artifacts/colorama_1666700638685/work
coverage==7.6.1
Cython==3.0.11
doit==0.36.0
exceptiongroup @ file:///home/conda/feedstock_root/build_artifacts/exceptiongroup_1720869315914/work
flaky==3.8.1
importlib_metadata==8.5.0
iniconfig @ file:///home/conda/feedstock_root/build_artifacts/iniconfig_1673103042956/work
joblib==1.4.2
markdown-it-py==3.0.0
mdurl==0.1.2
memory-profiler==0.61.0
meson==1.5.2
meson-python==0.16.0
ninja==1.11.1.1
numpy==2.0.2
packaging @ file:///home/conda/feedstock_root/build_artifacts/packaging_1718189413536/work
pandas==2.2.3
pluggy @ file:///home/conda/feedstock_root/build_artifacts/pluggy_1713667077545/work
psutil==6.0.0
pydevtool==0.3.0
Pygments==2.18.0
pyproject-metadata==0.8.0
pyproject_hooks==1.1.0
pytest @ file:///home/conda/feedstock_root/build_artifacts/pytest_1725977232342/work
pytest-cov==5.0.0
python-dateutil==2.9.0.post0
pytz==2024.2
rich==13.8.1
rich-click==1.8.3
scikit-learn==1.6.dev0
scipy==1.13.1
six==1.16.0
spin==0.12
threadpoolctl==3.5.0
tomli @ file:///home/conda/feedstock_root/build_artifacts/tomli_1644342247877/work
tqdm==4.66.5
typing_extensions==4.12.2
tzdata==2024.2
zipp==3.20.2

Steps to reproduce

Example source:

Follow the instructions in developing.md on a fresh repo.