Cubist
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A Python package for fitting Quinlan's Cubist regression model
While using cubist, I'm receiving the following warning: ```bash /opt/conda/lib/python3.10/site-packages/cubist/_make_data_string.py:67: FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead. x = x.applymap(lambda a: a.lstrip()) ``` I suppose that it's possible to...
I've encountered a problem while using the fitted Cubist model for predictions. It seems that the issue arises when some variables in the prediction dataset fall outside the range of...
Implement the R package visualization utilities and add new ones
Hey, Is it possible to access the tree structure in Cubist so that information about child-parent nodes is available and also rules can be accessed in this tree structure? Thank...
Close: #148
Hey, If I train cubist with the following lines of code: ``` def train_cubist(X_train, y_train, number_of_committees, number_of_rules): model = Cubist(verbose=False, n_committees=number_of_committees, n_rules=number_of_rules) model.fit(X_train, y_train) return model.rules_, model.coeff_, model ``` and...
Hi, I have run the sample example shown in the README file, but the result is not similar to the sample image displayed in the README file. Is there a...