Can I read EDA and Modeling for Safe Driver Dataset on EtoBox?

EDA and Modeling for Safe Driver Dataset by Sujit Mohapatra is a document available to read on EtoBox.

What is EDA and Modeling for Safe Driver Dataset about?

The document discusses preparing training and testing datasets for model building. It performs data cleaning, feature engineering and sampling to balance classes. It then builds and evaluates three models - rpart, randomForest and Adabag - on the data, reporting accuracy, kappa, F1 score and AUC for each. The best performing model was randomForest, which achieved an accuracy of 98.6% and AUC of 99.9%.

Author

Sujit Mohapatra

Language

EN