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View Code? Open in Web Editor NEWThe dataset "DC_bike_rental.csv" comprise data on bike rental in the DC area from 2011 to 2012. The data was originally published by Capital Bikeshare.The cleansed data has 10 variables of mixed categorical and numeric types. This predictive modeling effort measures and compares the performance of three models (k-NN, Regression Tree, and Neural Network) on the dataset. Hyperparameter tuning is used in each model to improve prediction accuracy.