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Data Analysis with Decision Trees by SHANTI ROKKA is a document available to read on EtoBox.

What is Data Analysis with Decision Trees about?

1) The document shows the process of building a regression decision tree model to predict bicycle rental counts using a dataset with features like season, holiday, weekday etc. 2) The data is first imported, cleaned and split into training and test sets. A decision tree regressor is trained on the training set. 3) The model predicts on the test set and performance metrics like MSE, MAE, RMSE and R2 score are calculated. Various plots are created to visualize the model and data. 4) Finally, the decision

Author

SHANTI ROKKA

Language

EN