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Predicting hourly traffic volume between Minneapolis-St.Paul. Includes hourly weather features and holidays. Dataset contains data from 2012-2018

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Hourly-traffic-volume-on-Minneapolis-I-94 (WIP)

Dataset can be found on UCI Machine Learning Repository - http://archive.ics.uci.edu/ml/datasets/Metro+Interstate+Traffic+Volume

Predicted traffic volume using Lasso, RandomForestRegressor and GradientBoostingRegressor. Used RFE for feature selection, GridSearchCV to tune models and ensemble methods such as stacking and weighted averaging for best results.

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Predicting hourly traffic volume between Minneapolis-St.Paul. Includes hourly weather features and holidays. Dataset contains data from 2012-2018

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