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Showing posts with the label Decision Tree

Prune Unnecessary Leaves In Sklearn Decisiontreeclassifier

I use sklearn.tree.DecisionTreeClassifier to build a decision tree. With the optimal parameter sett… Read more Prune Unnecessary Leaves In Sklearn Decisiontreeclassifier

One-hot Encoding In Scikit-learn For Only Part Of The Dataframe

I am trying to use a decision tree classier on my data which looks very similar to the data in this… Read more One-hot Encoding In Scikit-learn For Only Part Of The Dataframe

How Do I Get Feature Importances For Decision Tree Pipeline That Has Preprocessing And Classification Steps?

I'm trying to fit Decision Tree model on UCI Adult dataset. I built the following pipeline to d… Read more How Do I Get Feature Importances For Decision Tree Pipeline That Has Preprocessing And Classification Steps?

Filenotfounderror Rendering Decision Tree With Chaid

I used the following code to get the decision tree of CHAID independent_variable_columns = ['g… Read more Filenotfounderror Rendering Decision Tree With Chaid

What Does The Value Of 'leaf' In The Following Xgboost Model Tree Diagram Means?

I am guessing that it is conditional probability given that the above (tree branch) condition exist… Read more What Does The Value Of 'leaf' In The Following Xgboost Model Tree Diagram Means?

Visualizing Decision Tree Not Using Graphviz/web

Due to some restriction I cannot use graphviz , webgraphviz.com to visualize decision tree (work n… Read more Visualizing Decision Tree Not Using Graphviz/web