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restaurant_revenue_prediction's Introduction

Restaurant Revenue Prediction

Link to competition: https://www.kaggle.com/c/restaurant-revenue-prediction

The task is to create a model from training data set and predict revenue for test dataset.

The approach I have used is to convert given open date to days and then perform perform necessary preprocessing to ensure that regressor can take it as input.

I have used RandomForestRegressor ensemble with 200 estimators to perform regression.

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