Missing values in Categorical Variables in CatBoost (python)
Jan 25, 2022 · CatBoost can encode categorical variables which is great. However, when categorical features contain missing values in the form np.nan, they can't be processed.
catboost - numpy.dtype size changed, may indicate binary ...
Jul 7, 2024 · This question is similar to: ValueError: numpy.dtype size changed, may indicate binary incompatibility. Expected 96 from C header, got 88 from PyObject. If you believe it’s …
How to suppress CatBoost iteration results? - Stack Overflow
Jun 30, 2018 · I am trying to use CatBoost to fit a binary model. When I use the following code, I thought verbose=False can help to suppress the iteration logs. But it didn't. Is there a way to …
ERROR while using " pip install catboost - Stack Overflow
Sep 19, 2023 · ERROR while using " pip install catboost " : Failed building wheel for catboost Asked 2 years, 2 months ago Modified 1 year, 4 months ago Viewed 5k times
Interpreting SHAP summary plots - Stack Overflow
May 9, 2023 · shap.summary_plot(shap_values, X_test) My plots look as follows. CatBoost LightGBM Why are my both plots looking different despite the fact that it is the same …
KeyError: 'VERSION' issue with pip installing catboost on python …
Feb 18, 2025 · I am working on this ml project and I need to install catboost and xgboost using pip. the xgboost got installed successfully but catboost keeps giving the same error: (venv) …
Problem with importing `catboost` package - Stack Overflow
Aug 15, 2024 · Problem with importing `catboost` package Asked 1 year, 3 months ago Modified 1 year, 3 months ago Viewed 599 times
python - How can I get the feature importance of a CatBoost in a …
Nov 24, 2020 · So I was running a Catboost model using Python, which was pretty simple, basically: from catboost import CatBoostClassifier, Pool, cv catboost_model = …
How to increase accuracy of model using catboost
I am trying to build a model for binary classification using catboost for a employee salary dataset. I have tried utmost tuning but still i am getting only 87% accuracy how can i increase it to ~98...
Using Optuna for CatBoost with batches: got nan on second trial
Nov 29, 2024 · I am trying to tune CatBoost's hyperparameters using Optuna. I need to train my CatBoost model using batches, because training data is too big. Here is my code: def …